From bbb43dbe5737a3c04518e4f22bd8be36ec5e26f8 Mon Sep 17 00:00:00 2001
From: Efim Beshmenev <71215959+Loochik@users.noreply.github.com>
Date: Tue, 11 Aug 2026 23:35:38 +0300
Subject: [PATCH] Experiments

---
 README.md                                     |   13 +
 docs/benchmarking.md                          |   21 +
 docs/findings.md                              |   22 +
 large_benchmark.bat                           |   39 +
 .../20260811-large-full-12c-v1/README.md      |   16 +
 .../aggregate-large.csv                       |   29 +
 .../analysis-command.txt                      |    2 +
 .../analysis-manifest.sha256                  |    2 +
 .../binary-manifest.sha256                    |    9 +
 .../cell-medians-large.csv                    | 1177 +++++++++++
 .../comparison-by-size.csv                    |    5 +
 .../comparison-by-workload.csv                |   57 +
 .../comparison-large.csv                      |  169 ++
 .../environment.json                          |   25 +
 .../environment.txt                           |   19 +
 .../fixed-leaf-winners.csv                    |    6 +
 .../large-plan.json                           | 1614 +++++++++++++++
 .../20260811-large-full-12c-v1/large-raw.csv  | 1765 +++++++++++++++++
 ...x2-n100000-bursty_uniform-ppm10000.err.log |    1 +
 ...x2-n100000-bursty_uniform-ppm10000.out.log |   12 +
 .../logs/avx2-n100000-phase-ppm200000.err.log |    1 +
 .../logs/avx2-n100000-phase-ppm200000.out.log |   12 +
 ...2-n100000-steady_localized-ppm1000.err.log |    1 +
 ...2-n100000-steady_localized-ppm1000.out.log |   12 +
 ...-n100000-steady_localized-ppm10000.err.log |    1 +
 ...-n100000-steady_localized-ppm10000.out.log |   12 +
 ...100000-steady_localized-ppm1000000.err.log |    1 +
 ...100000-steady_localized-ppm1000000.out.log |   12 +
 ...n100000-steady_localized-ppm200000.err.log |    1 +
 ...n100000-steady_localized-ppm200000.out.log |   12 +
 .../avx2-n100000-steady_uniform-ppm0.err.log  |    1 +
 .../avx2-n100000-steady_uniform-ppm0.out.log  |   12 +
 ...avx2-n100000-steady_uniform-ppm100.err.log |    1 +
 ...avx2-n100000-steady_uniform-ppm100.out.log |   12 +
 ...vx2-n100000-steady_uniform-ppm1000.err.log |    1 +
 ...vx2-n100000-steady_uniform-ppm1000.out.log |   12 +
 ...x2-n100000-steady_uniform-ppm10000.err.log |    1 +
 ...x2-n100000-steady_uniform-ppm10000.out.log |   12 +
 ...-n100000-steady_uniform-ppm1000000.err.log |    1 +
 ...-n100000-steady_uniform-ppm1000000.out.log |   12 +
 ...2-n100000-steady_uniform-ppm200000.err.log |    1 +
 ...2-n100000-steady_uniform-ppm200000.out.log |   12 +
 ...x2-n100000-steady_uniform-ppm50000.err.log |    1 +
 ...x2-n100000-steady_uniform-ppm50000.out.log |   12 +
 ...2-n100000-steady_uniform-ppm500000.err.log |    1 +
 ...2-n100000-steady_uniform-ppm500000.out.log |   12 +
 ...2-n1000000-bursty_uniform-ppm10000.err.log |    1 +
 ...2-n1000000-bursty_uniform-ppm10000.out.log |   12 +
 .../avx2-n1000000-phase-ppm200000.err.log     |    1 +
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 ...-n1000000-steady_localized-ppm1000.err.log |    1 +
 ...-n1000000-steady_localized-ppm1000.out.log |   12 +
 ...n1000000-steady_localized-ppm10000.err.log |    1 +
 ...n1000000-steady_localized-ppm10000.out.log |   12 +
 ...000000-steady_localized-ppm1000000.err.log |    1 +
 ...000000-steady_localized-ppm1000000.out.log |   12 +
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 ...1000000-steady_localized-ppm200000.out.log |   12 +
 .../avx2-n1000000-steady_uniform-ppm0.err.log |    1 +
 .../avx2-n1000000-steady_uniform-ppm0.out.log |   12 +
 ...vx2-n1000000-steady_uniform-ppm100.err.log |    1 +
 ...vx2-n1000000-steady_uniform-ppm100.out.log |   12 +
 ...x2-n1000000-steady_uniform-ppm1000.err.log |    1 +
 ...x2-n1000000-steady_uniform-ppm1000.out.log |   12 +
 ...2-n1000000-steady_uniform-ppm10000.err.log |    1 +
 ...2-n1000000-steady_uniform-ppm10000.out.log |   12 +
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 ...-n1000000-steady_uniform-ppm200000.out.log |   12 +
 ...2-n1000000-steady_uniform-ppm50000.err.log |    1 +
 ...2-n1000000-steady_uniform-ppm50000.out.log |   12 +
 ...-n1000000-steady_uniform-ppm500000.err.log |    1 +
 ...-n1000000-steady_uniform-ppm500000.out.log |   12 +
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 ...-n10000000-bursty_uniform-ppm10000.out.log |   12 +
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 ...n10000000-steady_localized-ppm1000.err.log |    1 +
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 ...n100000000-steady_uniform-ppm10000.err.log |    1 +
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 ...n100000000-steady_uniform-ppm50000.err.log |    1 +
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 .../baseline-n100000-phase-ppm200000.err.log  |    1 +
 .../baseline-n100000-phase-ppm200000.out.log  |   12 +
 ...e-n100000-steady_localized-ppm1000.err.log |    1 +
 ...e-n100000-steady_localized-ppm1000.out.log |   12 +
 ...-n100000-steady_localized-ppm10000.err.log |    1 +
 ...-n100000-steady_localized-ppm10000.out.log |   12 +
 ...100000-steady_localized-ppm1000000.err.log |    1 +
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 ...seline-n100000-steady_uniform-ppm0.err.log |    1 +
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 ...line-n100000-steady_uniform-ppm100.err.log |    1 +
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 ...ine-n100000-steady_uniform-ppm1000.err.log |    1 +
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 ...ne-n100000-steady_uniform-ppm10000.err.log |    1 +
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 ...ne-n1000000-steady_uniform-ppm1000.err.log |    1 +
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 ...e-n1000000-steady_uniform-ppm10000.err.log |    1 +
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 ...e-n1000000-steady_uniform-ppm50000.err.log |    1 +
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 .../results-manifest.sha256                   |  687 +++++++
 .../source-manifest.sha256                    |   25 +
 .../README.md                                 |  124 ++
 .../aggregate-large.csv                       |   29 +
 .../analysis-command.txt                      |    2 +
 .../analysis-manifest.sha256                  |    2 +
 .../binary-manifest.sha256                    |    9 +
 .../cell-medians-large.csv                    |  295 +++
 .../comparison-by-size.csv                    |    2 +
 .../comparison-by-workload.csv                |   15 +
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 .../environment.json                          |   25 +
 .../environment.txt                           |   19 +
 .../fixed-leaf-winners.csv                    |    6 +
 .../large-plan.json                           |  478 +++++
 .../large-raw.csv                             |  295 +++
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 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000.csv
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/results-manifest.sha256
 create mode 100644 results/benchmarks/20260811-large-n100m-512edit-12c-v2/source-manifest.sha256
 create mode 100644 tools/analyze_large_comparison.ps1
 create mode 100644 tools/run_large_parallel.ps1

diff --git a/README.md b/README.md
index 1d41452..f0d46bd 100644
--- a/README.md
+++ b/README.md
@@ -69,6 +69,19 @@ benchmark.bat quick
 benchmark.bat full
 ```
 
+Для multi-core сравнения `std::vector`, пяти fixed-tiered geometry и adaptive
+вплоть до 100 миллионов `uint32_t`:
+
+```bat
+large_benchmark.bat smoke 12
+large_benchmark.bat full 12 3
+large_benchmark.bat full 12 3 huge
+```
+
+Третий аргумент ограничивает число одновременно работающих N=100M-ячеек;
+значение 3 — эвристически более безопасный вариант для машины с 32 GiB RAM.
+Четвёртый аргумент оставляет в матрице только N=100M.
+
 Каждый запуск создаёт отдельную timestamp-папку в `results\benchmarks\`, куда
 пишутся raw CSV, сводки и описание окружения. `out\` полностью игнорируется
 Git, результаты исследования — намеренно нет.
diff --git a/docs/benchmarking.md b/docs/benchmarking.md
index 13b737d..d3d8a0f 100644
--- a/docs/benchmarking.md
+++ b/docs/benchmarking.md
@@ -72,6 +72,27 @@ benchmark.bat quick   rem рабочее исследование
 benchmark.bat full    rem финальные повторы, длительный запуск
 ```
 
+Отдельная large-матрица с обязательным reserved vector, fixed leaf 64…1024 и
+adaptive запускается внешним process pool. Второй аргумент — число workers:
+
+```bat
+large_benchmark.bat smoke 12
+large_benchmark.bat full 12 3
+large_benchmark.bat full 12 3 huge
+```
+
+Каждый worker закрепляется за отдельным logical CPU. Третий аргумент ограничивает
+число одновременно работающих N=100M-ячеек и лишь снижает риск pagefile; это
+эвристика, а не измеритель доступной памяти. Четвёртый аргумент `huge` оставляет
+только N=100M. Large raw,
+per-cell partial/log, план, environment и сводки сохраняются в отдельной папке
+`results/benchmarks/`.
+
+`large_benchmark.bat full 12 3 huge` воспроизводит только N=100M с удлинённым
+512-edit horizon и сам проверяет поддержку AVX2. Прямой PowerShell runner такой
+CPU-проверки не выполняет: при его ручном запуске `avx2` надо исключить на
+неподдерживаемой машине.
+
 Для публикации финального числа нужны одинаковый power plan, отсутствие тяжёлой
 фоновой нагрузки, закрепление на физическом ядре, randomized paired order и
 holdout workloads/seeds. Текущие quick-данные являются calibration set, а не
diff --git a/docs/findings.md b/docs/findings.md
index a09f564..42c0f56 100644
--- a/docs/findings.md
+++ b/docs/findings.md
@@ -138,6 +138,28 @@ adaptive-deferred sequential `uint32` найден устойчивый AVX2 cod
 1.85–1.98x относительно baseline во всех пяти повторах при верных checksums.
 Он требует отдельного анализа generated code, а не постфактум объяснения SIMD.
 
+## Large-scale sweep до 100 миллионов элементов
+
+Серии [`large v1`](../results/benchmarks/20260811-large-full-12c-v1/README.md)
+и [`seed-jittered v2`](../results/benchmarks/20260811-large-n100m-512edit-12c-v2/README.md)
+сравнили reserved vector, fixed tiered leaf 64…1024 и текущий adaptive в
+12-worker pool; N=100M ограничивался тремя одновременными процессами. При
+N=100M и чистом чтении vector
+оказался примерно в 10.5 раза, а adaptive — в 8.7 раза быстрее лучшего fixed
+tiered. Уже при 0.01% равномерных middle-правок fixed стал примерно в 7.5 раза
+быстрее обоих.
+
+При 5–100% равномерных правок adaptive переключался в tiered и опережал vector
+примерно в 1.5–3 раза, но end-to-end оставался в сотни или тысячи раз медленнее
+fixed oracle: до первого перехода он успевал выполнить сотни O(N)-сдвигов.
+Каждый переход выбрал leaf1024, хотя лучший fixed leaf менялся от 64 до 1024.
+Следовательно, текущая главная проблема — позднее накопление evidence и слабый
+выбор geometry, а не churn, который уже ограничен hysteresis.
+
+Эти числа являются co-scheduled throughput, а не изолированной latency: workers
+делят L3/DRAM, а N>1M имеет один repeat на профиль. Поэтому SIMD-профили сохранены
+отдельно, но точный AVX2 speedup по этой серии не утверждается.
+
 ## Чего пока нельзя утверждать
 
 - Не доказано, что adaptive implementation уже имеет geometric mean > 1 против
diff --git a/large_benchmark.bat b/large_benchmark.bat
new file mode 100644
index 0000000..3e3832c
--- /dev/null
+++ b/large_benchmark.bat
@@ -0,0 +1,39 @@
+@echo off
+setlocal EnableExtensions
+cd /d "%~dp0"
+
+set "UC_LARGE_SCALE=%~1"
+if not defined UC_LARGE_SCALE set "UC_LARGE_SCALE=full"
+set "UC_LARGE_WORKERS=%~2"
+if not defined UC_LARGE_WORKERS set "UC_LARGE_WORKERS=12"
+set "UC_LARGE_HUGE_WORKERS=%~3"
+if not defined UC_LARGE_HUGE_WORKERS set "UC_LARGE_HUGE_WORKERS=3"
+set "UC_LARGE_ONLY_HUGE="
+if /I "%~4"=="huge" set "UC_LARGE_ONLY_HUGE=-OnlyHuge"
+
+if /I not "%UC_LARGE_SCALE%"=="smoke" if /I not "%UC_LARGE_SCALE%"=="full" (
+    echo Usage: large_benchmark.bat [smoke^|full] [workers 2..12] [huge-workers 1..12] [huge]
+    exit /b 2
+)
+
+call build.bat all test
+if errorlevel 1 exit /b 1
+
+set "UC_LARGE_PROFILES=scalar baseline"
+powershell.exe -NoProfile -ExecutionPolicy Bypass -File "tools\test_avx2.ps1"
+if not errorlevel 1 set "UC_LARGE_PROFILES=scalar baseline avx2"
+
+if defined UC_LARGE_ONLY_HUGE (
+    powershell.exe -NoProfile -ExecutionPolicy Bypass ^
+        -File "tools\run_large_parallel.ps1" ^
+        -Scale "%UC_LARGE_SCALE%" -Workers "%UC_LARGE_WORKERS%" ^
+        -MaxHugeWorkers "%UC_LARGE_HUGE_WORKERS%" -OnlyHuge ^
+        -Profiles "%UC_LARGE_PROFILES%"
+) else (
+    powershell.exe -NoProfile -ExecutionPolicy Bypass ^
+        -File "tools\run_large_parallel.ps1" ^
+        -Scale "%UC_LARGE_SCALE%" -Workers "%UC_LARGE_WORKERS%" ^
+        -MaxHugeWorkers "%UC_LARGE_HUGE_WORKERS%" ^
+        -Profiles "%UC_LARGE_PROFILES%"
+)
+exit /b %errorlevel%
diff --git a/results/benchmarks/20260811-large-full-12c-v1/README.md b/results/benchmarks/20260811-large-full-12c-v1/README.md
new file mode 100644
index 0000000..0263545
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/README.md
@@ -0,0 +1,16 @@
+# Large-scale v1: короткий multi-core sweep
+
+Эта серия покрывает N=100K, 1M, 10M и 100M, 14 workload, три Release/O2
+профиля и семь кандидатов. Все 168 process-cell и 1764 candidate-row прошли
+структурную проверку и сверку checksum.
+
+При N=100M использовано только 256 правок. Этого оказалось недостаточно для
+честной проверки первого adaptive-перехода: steady-сценарий иногда заканчивается
+до применения решения, а phase-сценарий может переключиться уже в read-tail.
+Кроме того, steady edit slots были периодическими и могли совпадать с окнами
+policy. Поэтому эта папка остаётся полезной для масштабирования 100K–10M и как
+короткий-horizon negative control, но основные выводы N=100M следует брать из
+[`../20260811-large-n100m-512edit-12c-v2/`](../20260811-large-n100m-512edit-12c-v2/).
+
+Дополнительные сводки: `comparison-large.csv`, `comparison-by-size.csv`,
+`comparison-by-workload.csv` и `fixed-leaf-winners.csv`.
diff --git a/results/benchmarks/20260811-large-full-12c-v1/aggregate-large.csv b/results/benchmarks/20260811-large-full-12c-v1/aggregate-large.csv
new file mode 100644
index 0000000..36a63ed
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/aggregate-large.csv
@@ -0,0 +1,29 @@
+"profile","structure","score","types","cells"
+"ALL","tiered_forced_leaf_512@initial_512_64_4","0,566931949353231","1","168"
+"ALL","tiered_forced_leaf_1024@initial_1024_64_4","0,553481439286774","1","168"
+"ALL","tiered_forced_leaf_256@initial_256_64_4","0,553010698944162","1","168"
+"ALL","tiered_forced_leaf_128@initial_128_64_4","0,513187150459139","1","168"
+"ALL","tiered_forced_leaf_64@initial_64_64_4","0,463804236792501","1","168"
+"ALL","adaptive_shape_deferred@initial_512_64_4","0,0205677352320247","1","168"
+"ALL","std::vector_reserved","0,0173864707389911","1","168"
+"avx2","tiered_forced_leaf_256@initial_256_64_4","0,560122929372773","1","56"
+"avx2","tiered_forced_leaf_512@initial_512_64_4","0,554003927236921","1","56"
+"avx2","tiered_forced_leaf_1024@initial_1024_64_4","0,553532337654645","1","56"
+"avx2","tiered_forced_leaf_128@initial_128_64_4","0,508579622822743","1","56"
+"avx2","tiered_forced_leaf_64@initial_64_64_4","0,429197737714839","1","56"
+"avx2","adaptive_shape_deferred@initial_512_64_4","0,0209291393229052","1","56"
+"avx2","std::vector_reserved","0,017340290566822","1","56"
+"baseline","tiered_forced_leaf_512@initial_512_64_4","0,603136248694051","1","56"
+"baseline","tiered_forced_leaf_1024@initial_1024_64_4","0,596075133950044","1","56"
+"baseline","tiered_forced_leaf_256@initial_256_64_4","0,575079662305037","1","56"
+"baseline","tiered_forced_leaf_128@initial_128_64_4","0,527152330384024","1","56"
+"baseline","tiered_forced_leaf_64@initial_64_64_4","0,46381187939927","1","56"
+"baseline","adaptive_shape_deferred@initial_512_64_4","0,0200038790426571","1","56"
+"baseline","std::vector_reserved","0,0163680914065617","1","56"
+"scalar","tiered_forced_leaf_512@initial_512_64_4","0,545336445312424","1","56"
+"scalar","tiered_forced_leaf_256@initial_256_64_4","0,525036190539966","1","56"
+"scalar","tiered_forced_leaf_1024@initial_1024_64_4","0,513884101981563","1","56"
+"scalar","tiered_forced_leaf_128@initial_128_64_4","0,50411803514391","1","56"
+"scalar","tiered_forced_leaf_64@initial_64_64_4","0,50119282221055","1","56"
+"scalar","adaptive_shape_deferred@initial_512_64_4","0,0207823105473695","1","56"
+"scalar","std::vector_reserved","0,0185173949563986","1","56"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/analysis-command.txt b/results/benchmarks/20260811-large-full-12c-v1/analysis-command.txt
new file mode 100644
index 0000000..a4f895b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/analysis-command.txt
@@ -0,0 +1,2 @@
+powershell.exe -NoProfile -ExecutionPolicy Bypass -File tools\analyze_results.ps1 -InputDirectory <run> -Pattern large-raw.csv -OutputFile <run>\aggregate-large.csv -CellMedianFile <run>\cell-medians-large.csv
+powershell.exe -NoProfile -ExecutionPolicy Bypass -File tools\analyze_large_comparison.ps1 -InputDirectory <run>
diff --git a/results/benchmarks/20260811-large-full-12c-v1/analysis-manifest.sha256 b/results/benchmarks/20260811-large-full-12c-v1/analysis-manifest.sha256
new file mode 100644
index 0000000..02d217f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/analysis-manifest.sha256
@@ -0,0 +1,2 @@
+cfc11bbb03d12de73975cbc730d10cffb9ba10b44798039592181cbdb6200db1  tools/analyze_results.ps1
+24be0e56ec7c84780ee1d61b7bfdf38f4bd97c9b591ec646d56a083cf6516027  tools/analyze_large_comparison.ps1
diff --git a/results/benchmarks/20260811-large-full-12c-v1/binary-manifest.sha256 b/results/benchmarks/20260811-large-full-12c-v1/binary-manifest.sha256
new file mode 100644
index 0000000..c517a9a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/binary-manifest.sha256
@@ -0,0 +1,9 @@
+940aade5835476f62c617d7ba223b1039fcaa0df573d325eda2b18c443073613  out/bin/avx2/Release/uc_bench.exe
+0fc913d9349a2a5e0da8bf83dd4fcf275e1f3f327710f5ed9a42aa74c733d3b5  out/bin/avx2/Release/uc_demo.exe
+afcba756f5dd3f3a76903b30b7e4d8253ce8046a76956d278c897ba0856ea327  out/bin/avx2/Release/uc_tests.exe
+b4302921f7e8b444223e4871aebb88d7ed02e6d36b4155f3839df15107eabd92  out/bin/baseline/Release/uc_bench.exe
+165dd8f5f7fab8a5315261ed96315fe8ad767fd565306ba203110ff89cd372d7  out/bin/baseline/Release/uc_demo.exe
+e48f4323bee238707f89ad5130f44386431c9331f350f18a474e8cbbe1c1df1b  out/bin/baseline/Release/uc_tests.exe
+8bfddeed5bfe14d94b726bd68803f8f67fa8bfe3aa85e40d9febdcf06d1a3174  out/bin/scalar/Release/uc_bench.exe
+cf5c1933443692165ebc21391dda68c18478d0ffbb85424d5b0e8627df778ee0  out/bin/scalar/Release/uc_demo.exe
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new file mode 100644
index 0000000..f8406f2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/cell-medians-large.csv
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/comparison-by-size.csv b/results/benchmarks/20260811-large-full-12c-v1/comparison-by-size.csv
new file mode 100644
index 0000000..ca9fd84
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/comparison-by-size.csv
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/comparison-by-workload.csv b/results/benchmarks/20260811-large-full-12c-v1/comparison-by-workload.csv
new file mode 100644
index 0000000..ec41724
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/comparison-by-workload.csv
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/comparison-large.csv b/results/benchmarks/20260811-large-full-12c-v1/comparison-large.csv
new file mode 100644
index 0000000..12b41e7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/comparison-large.csv
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/environment.json b/results/benchmarks/20260811-large-full-12c-v1/environment.json
new file mode 100644
index 0000000..24aadde
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/environment.json
@@ -0,0 +1,25 @@
+{
+    "run_id":  "20260811-large-full-12c-v1",
+    "timestamp":  "2026-08-11T22:45:07.3602577+03:00",
+    "scale":  "large-full-parallel",
+    "profiles":  [
+                     "scalar",
+                     "baseline",
+                     "avx2"
+                 ],
+    "cpu":  "AMD Ryzen 9 5900X 12-Core Processor",
+    "logical_processors":  24,
+    "windows":  "Windows 10 Pro 25H2 build 26200",
+    "power_plan":  "GUID схемы питания: 381b4222-f694-41f0-9685-ff5bb260df2e  (Сбалансированная)",
+    "compiler":  "MSVC 19.51.36248.0 x64",
+    "cmake":  "cmake version 4.3.1-msvc1",
+    "release_runtime":  "/MT static",
+    "ipo_lto":  "off",
+    "scalar_flags":  "/O2 /d2Qvec- /Qvec-report:1 /Oi-, no /arch:AVX*",
+    "baseline_flags":  "/O2, no /Qvec disable, no /arch:AVX*",
+    "avx2_flags":  "/O2 /arch:AVX2",
+    "git_head":  "aea6e330e34cd64be5aedc5099df426d556146c4",
+    "git_dirty_entries":  5,
+    "source_manifest":  "source-manifest.sha256",
+    "binary_manifest":  "binary-manifest.sha256"
+}
diff --git a/results/benchmarks/20260811-large-full-12c-v1/environment.txt b/results/benchmarks/20260811-large-full-12c-v1/environment.txt
new file mode 100644
index 0000000..919f18d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/environment.txt
@@ -0,0 +1,19 @@
+run_id=20260811-large-full-12c-v1
+timestamp=2026-08-11T22:45:07.3602577+03:00
+scale=large-full-parallel
+profiles=scalar,baseline,avx2
+cpu=AMD Ryzen 9 5900X 12-Core Processor
+logical_processors=24
+windows=Windows 10 Pro 25H2 build 26200
+power_plan=GUID схемы питания: 381b4222-f694-41f0-9685-ff5bb260df2e  (Сбалансированная)
+compiler=MSVC 19.51.36248.0 x64
+cmake=cmake version 4.3.1-msvc1
+release_runtime=/MT static
+ipo_lto=off
+scalar_flags=/O2 /d2Qvec- /Qvec-report:1 /Oi-, no /arch:AVX*
+baseline_flags=/O2, no /Qvec disable, no /arch:AVX*
+avx2_flags=/O2 /arch:AVX2
+git_head=aea6e330e34cd64be5aedc5099df426d556146c4
+git_dirty_entries=5
+source_manifest=source-manifest.sha256
+binary_manifest=binary-manifest.sha256
diff --git a/results/benchmarks/20260811-large-full-12c-v1/fixed-leaf-winners.csv b/results/benchmarks/20260811-large-full-12c-v1/fixed-leaf-winners.csv
new file mode 100644
index 0000000..f116237
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/fixed-leaf-winners.csv
@@ -0,0 +1,6 @@
+"leaf","wins","percent"
+"1024","62","36.9047619047619"
+"256","33","19.6428571428571"
+"512","30","17.8571428571429"
+"128","27","16.0714285714286"
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/large-plan.json b/results/benchmarks/20260811-large-full-12c-v1/large-plan.json
new file mode 100644
index 0000000..a7ccf7e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/large-plan.json
@@ -0,0 +1,1614 @@
+{
+    "run_id":  "20260811-large-full-12c-v1",
+    "generated_at":  "2026-08-11T22:45:07.5400077+03:00",
+    "finalized_legacy_without_resume_signature":  true,
+    "workers":  12,
+    "max_huge_workers":  3,
+    "logical_processors":  24,
+    "affinity_policy":  "one distinct logical CPU per worker slot",
+    "profiles":  [
+                     "scalar",
+                     "baseline",
+                     "avx2"
+                 ],
+    "candidates":  [
+                       "std::vector_reserved",
+                       "tiered_forced_leaf_64",
+                       "tiered_forced_leaf_128",
+                       "tiered_forced_leaf_256",
+                       "tiered_forced_leaf_512",
+                       "tiered_forced_leaf_1024",
+                       "adaptive_shape_deferred"
+                   ],
+    "sizes":  [
+                  100000,
+                  1000000,
+                  10000000,
+                  100000000
+              ],
+    "cases":  [
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  0
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  100
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  1000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  10000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  50000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  200000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  500000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  1000000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  1000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  10000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  200000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  1000000
+                  },
+                  {
+                      "pattern":  "bursty_uniform",
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+                  },
+                  {
+                      "pattern":  "phase",
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+                  }
+              ],
+    "operation_cap":  8000000,
+    "target_edits":  {
+                         "n_le_1m":  1024,
+                         "n_10m":  512,
+                         "n_100m":  256
+                     },
+    "notes":  [
+                  "Cells run concurrently; candidates inside one cell run sequentially on one trace.",
+                  "Construction time is recorded separately and excluded from ns_per_op.",
+                  "Parallel memory-bandwidth contention is accepted for exploratory throughput.",
+                  "At most MaxHugeWorkers N=100m cells run together to avoid paging.",
+                  "All seven candidates are mandatory; std::vector is never cost-guard skipped."
+              ],
+    "jobs":  [
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+}
diff --git a/results/benchmarks/20260811-large-full-12c-v1/large-raw.csv b/results/benchmarks/20260811-large-full-12c-v1/large-raw.csv
new file mode 100644
index 0000000..926ba3b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/large-raw.csv
@@ -0,0 +1,1765 @@
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new file mode 100644
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--- /dev/null
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new file mode 100644
index 0000000..18d24a7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-phase-ppm200000.out.log
new file mode 100644
index 0000000..5a05650
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..a434fee
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..348e256
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..81429fa
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..1f14ee2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..66a1bc6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=2000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..d0e9218
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=8000000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..5440c31
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..3924a6e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..f215d1a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..839586a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..fc92337
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=20480 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..96924ac
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=2048 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..03de156
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..b6dc77e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..1dcf594
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..1be4920
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..b4c3983
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..4c0036c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..10b2c64
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=2000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..06b5dd5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=8000000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..8cffe40
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..e22c55d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..e7c298a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..a39daa8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..5c19c48
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=20480 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..3954c24
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n1000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=2048 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n1000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..d6a7831
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..328cc31
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..26db486
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..26d670e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..80dcc58
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..3175f63
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..2421211
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=1000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..6a00ff4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=5120000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..1057d7d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..db8844e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..e490e89
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..a84d060
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..8ece19e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=10240 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..853a611
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n10000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=1024 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n10000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..07bf092
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..3ab5922
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..1b34f0c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..ec030ec
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..85be0a5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..a478683
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..2ed8732
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=500000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..23916d3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..66b1eca
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..599c369
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..35be4e2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..a7285ec
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..7e418e3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=5120 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..7579887
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/avx2-n100000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\avx2-n100000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..1f7da2c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-phase-ppm200000.out.log
new file mode 100644
index 0000000..65f4dcb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..840b031
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..3510ef5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..04a7496
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..a3a3708
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..e4a67e9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=2000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..f0013a4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=8000000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..269def0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..2a1193a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..03d8327
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..0d66cc1
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..d7d5231
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=20480 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..714ec98
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=2048 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..17f86c8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..e53008f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..93d545d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..04e785e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..a6259c2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..bff159b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..e62bb4e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=2000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..1101694
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=8000000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..4aa5d63
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..a1141bb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..fd28ed3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..0cbb140
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..cf88b14
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=20480 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..45f65c2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n1000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=2048 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n1000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..42fd933
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..7c4f30d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..cdeb8b2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..68ed4cc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..b584d41
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..0a1c053
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..36cc95b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=1000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..6bc8d61
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=5120000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..b7f6677
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..d092fe3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..287c696
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..d7e3990
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..35aa604
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=10240 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..94f78ec
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n10000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=1024 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n10000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..ef377c2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..38fb33b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..a9588ff
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..a9e2a03
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..bf3c460
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..12a47c5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..fbab1c9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=500000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..d579fec
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..fba9cd3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..cd3565e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..114236f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..e145fa4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..025b682
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=5120 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..312301d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/baseline-n100000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\baseline-n100000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..f3a54ac
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-phase-ppm200000.out.log
new file mode 100644
index 0000000..5bb3930
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..cb00f09
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..aa0e801
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..b40194b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..6d8e4ba
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..ac9444b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=2000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..a5cefef
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=8000000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..bef8970
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..b71eafc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=102400 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..4869e9b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=1024 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..1cd05e2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=5120 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..fc99a6a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=20480 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..dae448b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000 operations=2048 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..8d572b3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..2e1676c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..7d62ecf
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..70a5e91
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..5d276a7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..bca9cc5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..1842d06
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=2000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..f628fb0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=8000000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..8832ecf
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..b35bc3f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=102400 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..7bf56fc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=1024 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..6d060aa
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=5120 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..e37dd20
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=20480 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..b876319
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n1000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=1000000 operations=2048 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 14 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n1000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..e5174e9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..250f81f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..88d9b73
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..7896914
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..8535f11
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..fe44cd7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..821e4ff
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=1000000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..35b4ef9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=5120000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..78bac02
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..73149c0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=51200 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..f46cf99
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=512 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..c3f7b98
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=2560 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..946ec84
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=10240 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..0fc6866
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n10000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=10000000 operations=1024 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n10000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..289ffb5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..eb53475
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..209baf2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..72c38ee
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..5616850
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..43bf772
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..3019098
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=500000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..c197497
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..a05638d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..88a2561
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=25600 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..7fcae9c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=256 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..8bd433c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1280 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..eb42713
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=5120 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..7b3c64f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/logs/scalar-n100000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-full-12c-v1\\partials\\scalar-n100000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..b3af29c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.58512745676405753,0.58512745676405753,8051750
+"avx2","std::vector_reserved",512,64,4,1,1,1,4711300
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.72319098639977897,0.72319098639977897,6514600
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.60682522202257905,0.60682522202257905,7763850
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.72107687833846057,0.72107687833846057,6533700
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.73043977085093681,0.73043977085093681,6449950
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.60879734322302193,0.60879734322302193,7738700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..7b14172
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,128,64,4,128,64,4,3028000,400000,8109200,79.19140625,300,700,1100,10000,0,0,6814519168539,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,256,64,4,256,64,4,2860800,400000,8030100,78.4189453125,400,1000,1300,1800,0,0,6814519168539,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,512,64,4,2970800,400000,7924100,77.3837890625,500,1200,1500,12500,0,0,6814519168539,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,1024,64,4,1024,64,4,2932000,400000,6859500,66.9873046875,900,1900,2400,3200,0,0,6814519168539,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,256,64,2,936600,400000,6334700,61.8623046875,400,3800,5900,1541500,832400,1541500,6814519168539,401096,2,0,0,0,33,131072,198,1.0000000000000004,17.200000000000003,18.400000000000006,100000,2280652.8000000007,0.125,9.0540859994112566e-38,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,0,0,0,361400,400000,4375400,42.728515625,3000,7100,9300,15900,0,0,6814519168539,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,64,64,4,64,64,4,1998000,400000,5624400,54.92578125,200,400,500,1000,0,0,6814519168539,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,256,64,4,256,64,4,1592700,400000,5037300,49.1923828125,300,600,700,1400,0,0,5506290902612,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,512,64,4,2170500,400000,4975800,48.591796875,500,900,1200,1600,0,0,5506290902612,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,1024,64,4,1024,64,4,2129200,400000,6169700,60.2509765625,800,1500,1800,2200,0,0,5506290902612,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,256,64,2,1159300,400000,9768800,95.3984375,500,5600,20300,1894700,1206500,1894700,5506290902612,401096,2,0,0,0,33,131072,198,1.0000000000000004,17.200000000000003,18.400000000000006,100000,2280652.8000000007,0,9.0540859994112566e-38,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,0,0,0,507700,400000,5047200,49.2890625,2900,8900,16800,39100,0,0,5506290902612,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,64,64,4,64,64,4,3282200,400000,9853000,96.220703125,300,900,1200,2500,0,0,5506290902612,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,128,64,4,128,64,4,3280500,400000,7418500,72.4462890625,400,1000,1300,3100,0,0,5506290902612,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..4c4110b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.2977741910858589,0.29777419108585884,4584850
+"avx2","std::vector_reserved",512,64,4,1,0.27622660596863935,0.27622660596863935,4942500
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.81173078066472437,0.81173078066472437,1681900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.86539680527383367,0.86539680527383367,1577600
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,1365250
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.91719852200201546,0.91719852200201546,1488500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.75063228502309209,0.75063228502309209,1818800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-phase-ppm200000.csv
new file mode 100644
index 0000000..6bb1d5a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-phase-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,64,64,4,64,64,4,6392200,400000,1788600,349.3359375,400,1200,1800,145900,0,0,215881988366452,1071480,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,128,64,4,128,64,4,3168300,400000,1788300,349.27734375,400,1200,1700,16100,0,0,215881988366452,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,256,64,4,256,64,4,4140000,400000,1720500,336.03515625,500,1600,2200,4100,0,0,215881988366452,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,512,64,4,3703600,400000,2079200,406.09375,800,3100,4400,6200,0,0,215881988366452,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,1024,64,4,1024,64,4,3357500,400000,1511700,295.25390625,1000,2000,2800,7300,0,0,215881988366452,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,256,64,2,1353400,400000,5079300,992.05078125,500,7200,16400,1553800,827600,1553800,215881988366452,401096,2,0,0,0,33,38656,16,2.2737426751354013,18.455555582324244,18.743929015580143,100000,636671.52317623189,1,0.0010153451678210151,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,0,0,0,631400,400000,4924900,961.89453125,3600,7000,9500,95700,0,0,215881988366452,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000,5120,1,288356743866119832,128,64,4,128,64,4,2918400,400000,1366900,266.97265625,300,800,1300,409400,0,0,215656286617341,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000,5120,1,288356743866119832,256,64,4,256,64,4,2881000,400000,1010000,197.265625,400,1300,1900,2900,0,0,215656286617341,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,512,64,4,3005600,400000,897800,175.3515625,500,1000,1400,2600,0,0,215656286617341,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000,5120,1,288356743866119832,1024,64,4,1024,64,4,2767200,400000,1852100,361.73828125,1100,3100,4300,20000,0,0,215656286617341,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,256,64,2,1034900,400000,4090400,798.90625,400,5600,7600,1402800,964000,1402800,215656286617341,401096,2,0,0,0,33,38656,16,2.273295060751138,18.233907120296752,18.724865596005806,100000,635951.91061080445,1,0.0010153451678210151,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,0,0,0,870100,400000,4960100,968.76953125,3700,7000,8900,534500,0,0,215656286617341,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000,5120,1,288356743866119832,64,64,4,64,64,4,4090600,400000,1849000,361.1328125,300,1200,2000,305400,0,0,215656286617341,1071480,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..d087108
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.82382355099430771,0.82382355099430771,19078600
+"avx2","std::vector_reserved",512,64,4,1,1,1,15717400
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.25578187895707705,0.25578187895707705,61448450
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.17818676313622034,0.17818676313622037,88207450
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.21677228938095203,0.21677228938095205,72506500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.16275183074323205,0.16275183074323205,96572800
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.14737503399000459,0.14737503399000459,106649000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..dcb6c3f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,512,64,4,3882100,400000,70231200,68.585156249999997,600,1500,2500,4400,0,0,1989914487193003,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,1024,64,4,1024,64,4,3546500,400000,68279800,66.679492187500003,1000,2000,3500,10600,0,0,1989914487193003,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,512,64,4,1293900,400000,18754200,18.314648437500001,3100,4600,8000,32900,0,0,1989914487193003,451096,0,0,0,0,1020,131072,4,1.0107423716435653,17.200786978302069,1.0107423716435653,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,0,0,0,390600,400000,16141300,15.762988281249999,3000,5300,9100,31200,0,0,1989914487193003,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,64,64,4,64,64,4,2380300,400000,94555100,92.338964843750006,300,900,1400,2900,0,0,1989914487193003,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,128,64,4,128,64,4,3248000,400000,75741000,73.9658203125,300,800,1800,3800,0,0,1989914487193003,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,256,64,4,256,64,4,3049800,400000,60608100,59.187597656249999,400,800,1200,3100,0,0,1989914487193003,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,1024,64,4,1024,64,4,2645600,400000,54617100,53.337011718749999,900,1700,2600,5400,0,0,1989186316494087,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,512,64,4,1271900,400000,19403000,18.9482421875,3100,4700,6500,73000,0,0,1989186316494087,451096,0,0,0,0,1020,131072,4,1.0107007362140152,17.207448708596736,1.0107007362140152,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,0,0,0,649900,400000,15293500,14.93505859375,3100,4600,6100,20400,0,0,1989186316494087,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,64,64,4,64,64,4,3349200,400000,118742900,115.95986328124999,400,1100,2100,774600,0,0,1989186316494087,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,128,64,4,128,64,4,2777200,400000,100673900,98.314355468749994,400,800,1200,2200,0,0,1989186316494087,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,256,64,4,256,64,4,2699700,400000,84404900,82.426660156249994,400,900,1400,51000,0,0,1989186316494087,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,512,64,4,2482500,400000,122914400,120.03359374999999,700,1300,2100,30000,0,0,1989186316494087,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..0de65ef
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,1.0510719748844735,1.0510719748844735,6243150
+"avx2","std::vector_reserved",512,64,4,1,1,1,6562000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.70430396050230759,0.70430396050230759,9317000
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.38385156023784522,0.38385156023784522,17095150
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.44946898684539488,0.44946898684539488,14599450
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.65784131407862623,0.65784131407862623,9975050
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.21870016380848906,0.21870016380848906,30004550
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..8085e69
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,128,64,4,128,64,4,3112900,400000,13033500,127.2802734375,300,800,1400,16500,0,0,6085357550071,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,256,64,4,256,64,4,3794200,400000,9136800,89.2265625,300,900,1400,2400,0,0,6085357550071,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,512,64,4,3438100,400000,8254500,80.6103515625,500,1000,1300,1800,0,0,6085357550071,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,1024,64,4,1024,64,4,3228000,400000,8668400,84.65234375,800,1600,2000,18100,0,0,6085357550071,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,512,64,4,1134600,400000,5342000,52.16796875,3000,3900,5200,23100,0,0,6085357550071,451096,0,0,0,0,395,131072,1,9.6002566414047426,20.393072007921738,9.6002566414047426,100001,0,1,0.004473682887553166,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,0,0,0,449300,400000,6316400,61.68359375,3000,5100,9200,41400,0,0,6085357550071,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,64,64,4,64,64,4,4167600,400000,33215900,324.3740234375,400,1500,2200,153900,0,0,6085357550071,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,256,64,4,256,64,4,3080600,400000,20062100,195.9189453125,300,1100,1800,3300,0,0,6037801235676,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,512,64,4,3204900,400000,11695600,114.21484375,600,1400,2100,3600,0,0,6037801235676,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,1024,64,4,1024,64,4,2919600,400000,9965600,97.3203125,900,1700,2300,3400,0,0,6037801235676,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,512,64,4,1227100,400000,7144300,69.7685546875,3300,5400,8400,82400,0,0,6037801235676,451096,0,0,0,0,395,131072,1,9.6577854237098304,20.816305119376754,9.6577854237098304,100001,0,1,0.004473682887553166,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,0,0,0,694200,400000,6807600,66.48046875,3700,6500,10000,35000,0,0,6037801235676,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,64,64,4,64,64,4,3928100,400000,26793200,261.65234375,400,1400,2300,219400,0,0,6037801235676,1073784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,128,64,4,128,64,4,3484900,400000,21156800,206.609375,400,1200,1900,79000,0,0,6037801235676,994368,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..859a300
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.085863589352784292,0.085863589352784278,4592750
+"avx2","std::vector_reserved",512,64,4,1,0.11473168177123491,0.11473168177123488,3437150
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.24314825662052594,0.24314825662052594,1621850
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,394350
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.87129916040653999,0.87129916040653999,452600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.55460234863933622,0.55460234863933622,711050
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.48592200110898898,0.48592200110898898,811550
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..6afa2c3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,128,64,2,1177800,400000,4693500,4583.49609375,300,4300,5400,2133700,0,2133700,215170121527631,988624,1,0,0,0,32,5888,1,1255.1331781805152,248.17722076868188,248.17722076868188,100000,0,1,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,0,0,0,599800,400000,3770900,3682.51953125,3600,5000,6800,27700,0,0,215170121527631,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,64,64,4,64,64,4,2803800,400000,668200,652.5390625,200,600,900,271000,0,0,215170121527631,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,128,64,4,128,64,4,3279700,400000,384300,375.29296875,200,500,600,6100,0,0,215170121527631,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,256,64,4,256,64,4,4306000,400000,362000,353.515625,300,600,600,800,0,0,215170121527631,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,512,64,4,3050300,400000,653500,638.18359375,600,1000,1200,1500,0,0,215170121527631,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,1024,64,4,1024,64,4,3620800,400000,1040800,1016.40625,900,1600,1900,7800,0,0,215170121527631,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,0,0,0,792400,400000,3103400,3030.6640625,3000,4000,5800,124400,0,0,215162414994922,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,64,64,4,64,64,4,3502900,400000,954900,932.51953125,200,600,1300,315500,0,0,215162414994922,1073208,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,128,64,4,128,64,4,2974400,400000,404400,394.921875,200,400,500,59700,0,0,215162414994922,993280,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,256,64,4,256,64,4,4562600,400000,543200,530.46875,400,700,1400,5700,0,0,215162414994922,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,512,64,4,4317900,400000,768600,750.5859375,600,1000,1300,35500,0,0,215162414994922,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,1024,64,4,1024,64,4,2666600,400000,2202900,2151.26953125,900,1600,2500,942500,0,0,215162414994922,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,128,64,2,1377100,400000,4492000,4386.71875,300,4500,5900,2200100,0,2200100,215162414994922,993280,1,0,0,0,32,5888,1,1257.4030864853059,253.13339499767505,253.13339499767505,100000,0,1,0.65000000000000002,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..e8afc94
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.2570045627244496,0.2570045627244496,2882050
+"avx2","std::vector_reserved",512,64,4,1,0.228840658067506,0.22884065806750598,3236750
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.47238520408163265,0.47238520408163265,1568000
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.91382394670285605,0.91382394670285605,810550
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,740700
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.81999335768847559,0.81999335768847559,903300
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.43881631564916024,0.43881631564916024,1687950
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..2dbc18b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_localized-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,64,64,4,64,64,4,3634100,400000,2381800,465.1953125,200,900,1900,213800,0,0,223907136138216,1072632,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,128,64,4,128,64,4,2794100,400000,698300,136.38671875,300,500,600,1100,0,0,223907136138216,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,256,64,4,256,64,4,2826200,400000,705000,137.6953125,400,600,800,1100,0,0,223907136138216,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,512,64,4,2565400,400000,893500,174.51171875,600,1000,1100,1200,0,0,223907136138216,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,1024,64,4,1024,64,4,2748100,400000,1382600,270.0390625,900,1700,1900,5200,0,0,223907136138216,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,128,64,2,1156400,400000,2871700,560.87890625,300,3700,4100,1668900,0,1668900,223907136138216,988624,1,0,0,0,47,35328,1,650.98069379165486,139.16353510243653,139.16353510243653,100001,0,1,0.33638311927479458,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,0,0,0,506700,400000,3573500,697.94921875,3600,4100,4600,10600,0,0,223907136138216,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,128,64,4,128,64,4,6733900,400000,922800,180.234375,300,600,900,53400,0,0,215790110840440,993280,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,256,64,4,256,64,4,2601300,400000,776400,151.640625,300,600,700,1100,0,0,215790110840440,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,512,64,4,3042800,400000,913100,178.33984375,600,900,1100,8300,0,0,215790110840440,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,1024,64,4,1024,64,4,3098100,400000,1753400,342.4609375,1000,1800,2300,4500,0,0,215790110840440,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,128,64,2,1205500,400000,2892400,564.921875,300,3900,4400,1759400,0,1759400,215790110840440,988624,1,0,0,0,47,35328,1,649.15973788491976,152.44222344961213,152.44222344961213,100001,0,1,0.33638311927479458,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,0,0,0,636400,400000,2900000,566.40625,3000,3600,4600,22500,0,0,215790110840440,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,64,64,4,64,64,4,2911200,400000,994100,194.16015625,200,500,600,85600,0,0,215790110840440,1073784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..1f7463c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.88529681694050233,0.88529681694050233,17869600
+"avx2","std::vector_reserved",512,64,4,1,1,1,15819900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.16264314254856835,0.16264314254856835,97267550
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.12924823538687089,0.12924823538687091,122399350
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.13217643409622121,0.13217643409622121,119687750
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.15328246493714121,0.15328246493714121,103207500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.12764886174338622,0.12764886174338624,123932950
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..92a14e8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm0.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,0,0,0,438600,400000,18413100,9.20655,0,0,0,0,0,0,4374038714201696,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,64,64,4,64,64,4,2526200,400000,136580200,68.290099999999995,0,0,0,0,0,0,4374038714201696,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,128,64,4,128,64,4,2821800,400000,133455400,66.727699999999999,0,0,0,0,0,0,4374038714201696,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,256,64,4,256,64,4,2682900,400000,123678600,61.839300000000001,0,0,0,0,0,0,4374038714201696,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,512,64,4,2009600,400000,112904700,56.452350000000003,0,0,0,0,0,0,4374038714201696,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,1024,64,4,1024,64,4,3302000,400000,91852900,45.926450000000003,0,0,0,0,0,0,4374038714201696,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,512,64,4,967400,400000,17941900,8.9709500000000002,0,0,0,0,0,0,4374038714201696,451096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,64,64,4,64,64,4,2431700,400000,111285700,55.642850000000003,0,0,0,0,0,0,4375373256269382,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,128,64,4,128,64,4,1876900,400000,111343300,55.67165,0,0,0,0,0,0,4375373256269382,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,256,64,4,256,64,4,2244400,400000,115696900,57.84845,0,0,0,0,0,0,4375373256269382,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,512,64,4,2058400,400000,93510300,46.75515,0,0,0,0,0,0,4375373256269382,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,1024,64,4,1024,64,4,1649100,400000,102682200,51.341099999999997,0,0,0,0,0,0,4375373256269382,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,512,64,4,788800,400000,17797300,8.8986499999999999,0,0,0,0,0,0,4375373256269382,451096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,0,0,0,268900,400000,13226700,6.6133499999999996,0,0,0,0,0,0,4375373256269382,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..718f2be
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.83725168819248674,0.83725168819248674,95331250
+"avx2","std::vector_reserved",512,64,4,1,1,1,79816250
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.11347637971731224,0.11347637971731225,703373250
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.16535452727452399,0.16535452727452399,482697700
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.1854362510286364,0.1854362510286364,430424200
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.10395067593905458,0.10395067593905459,767828100
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.082901814068731122,0.082901814068731136,962780500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..595c0c0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm100.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,128,64,4,128,64,4,2742100,400000,512716200,64.089524999999995,600,1300,2200,463900,0,0,17424870186583453,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,256,64,4,256,64,4,1859900,400000,425529900,53.1912375,600,1100,1500,2500,0,0,17424870186583453,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,512,64,4,2593200,400000,461238500,57.654812499999998,800,1500,2000,15300,0,0,17424870186583453,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,1024,64,4,1024,64,4,1849200,400000,321827800,40.228475000000003,900,1700,2000,3000,0,0,17424870186583453,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,512,64,4,782900,400000,69330700,8.6663374999999991,3000,6400,8600,11500,0,0,17424870186583453,451096,0,0,0,0,796,131072,39,1.0000000000000004,17.200000000000003,1.0000000000000004,100001,0,0,1.3999440022399103e-05,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,0,0,0,184900,400000,48891300,6.1114125000000001,2800,6300,8400,244300,0,0,17424870186583453,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,64,64,4,64,64,4,2096800,400000,477447300,59.680912499999998,600,1100,1500,5000,0,0,17424870186583453,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,256,64,4,256,64,4,1764600,400000,435318500,54.414812499999996,500,1100,1500,3500,0,0,17418471373277146,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,512,64,4,512,64,4,2385900,400000,1074417700,134.3022125,1200,2200,3200,74200,0,0,17418471373277146,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,1024,64,4,1024,64,4,2713000,400000,1084918700,135.61483749999999,1500,3100,14400,1867100,0,0,17418471373277146,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,512,64,4,512,64,4,1529700,400000,121331800,15.166475,3900,9100,15000,136300,0,0,17418471373277146,451096,0,0,0,0,796,131072,39,1.0000000000000004,17.200000000000003,1.0000000000000004,100001,0,0,1.3999440022399103e-05,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,512,64,4,0,0,0,616200,400000,110741200,13.842650000000001,3600,9500,46500,298300,0,0,17418471373277146,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,64,64,4,64,64,4,3880200,400000,1448113700,181.01421250000001,1000,2100,3200,190500,0,0,17418471373277146,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,128,64,4,128,64,4,2921600,400000,452679200,56.584899999999998,600,1200,1600,2200,0,0,17418471373277146,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..f867d39
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.71911044599863583,0.71911044599863583,9822900
+"avx2","std::vector_reserved",512,64,4,1,1,1,7063750
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.18741161706609782,0.18741161706609782,37691100
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.14756480212581055,0.14756480212581055,47868800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.15801582898610378,0.15801582898610378,44702800
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.18016070679363039,0.18016070679363039,39208050
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.13360411948005277,0.13360411948005277,52870750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..d75abef
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,512,64,4,512,64,4,830400,400000,10523800,10.277148437499999,2700,6200,8200,17500,0,0,1990080309278162,451096,0,0,0,0,1020,131072,4,1.0043575247811143,17.212738595617438,1.0043575247811143,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,512,64,4,0,0,0,197700,400000,7883600,7.6988281250000004,2700,6100,7700,9500,0,0,1990080309278162,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,64,64,4,64,64,4,2385200,400000,55620200,54.316601562499997,200,600,800,1800,0,0,1990080309278162,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,128,64,4,128,64,4,1836300,400000,49779200,48.612499999999997,300,500,800,2600,0,0,1990080309278162,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,256,64,4,256,64,4,1892000,400000,45469400,44.403710937500001,400,700,900,1100,0,0,1990080309278162,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,512,64,4,512,64,4,1567600,400000,38952200,38.039257812499997,500,900,1000,3400,0,0,1990080309278162,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,1024,64,4,1024,64,4,1572900,400000,36936600,36.070898437499999,900,1500,1600,3200,0,0,1990080309278162,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,512,64,4,0,0,0,262500,400000,6243900,6.0975585937499996,2600,5800,6400,10300,0,0,1988237885430293,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,64,64,4,64,64,4,1772800,400000,50121300,48.946582031250003,200,500,600,1100,0,0,1988237885430293,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,128,64,4,128,64,4,1516200,400000,45958400,44.881250000000001,300,500,600,800,0,0,1988237885430293,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,256,64,4,256,64,4,1696400,400000,43936200,42.906445312499997,300,600,800,1800,0,0,1988237885430293,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,512,64,4,512,64,4,1595100,400000,39463900,38.538964843750001,500,900,1000,1500,0,0,1988237885430293,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,1024,64,4,1024,64,4,1525300,400000,38445600,37.544531249999999,900,1500,1700,2500,0,0,1988237885430293,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,512,64,4,512,64,4,730000,400000,9122000,8.908203125,2700,5700,6400,16100,0,0,1988237885430293,451096,0,0,0,0,1020,131072,4,1.0207846792606174,17.21246603733654,1.0207846792606174,100001,0,0,1.9472243052797072e-05,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..79f6ff2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.92158048942505011,0.92158048942505011,4215150
+"avx2","std::vector_reserved",512,64,4,1,1,1,3884600
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.57767863781693807,0.57767863781693807,6724500
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.4933639838957542,0.4933639838957542,7873700
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.71228707116269685,0.71228707116269685,5453700
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.60908150145818307,0.60908150145818307,6377800
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.51981105565294183,0.51981105565294183,7473100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..bcee354
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,512,64,4,512,64,4,2969900,400000,6873900,67.1279296875,600,1500,1900,2500,0,0,6080142278894,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,1024,64,4,1024,64,4,2803200,400000,6893400,67.318359375,1000,2100,2700,3200,0,0,6080142278894,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,512,64,4,512,64,4,1159800,400000,3995000,39.013671875,2600,6200,8600,16200,0,0,6080142278894,451096,0,0,0,0,395,131072,1,8.5964552079259082,22.629214601010361,8.5964552079259082,100001,0,0,0.004473682887553166,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,512,64,4,0,0,0,226200,400000,3587200,35.03125,2500,5800,7800,14900,0,0,6080142278894,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,64,64,4,64,64,4,2452700,400000,7689900,75.0966796875,200,800,1300,2500,0,0,6080142278894,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,128,64,4,128,64,4,3149800,400000,7368700,71.9599609375,300,800,1400,6300,0,0,6080142278894,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,256,64,4,256,64,4,2751400,400000,5745200,56.10546875,400,900,1300,2200,0,0,6080142278894,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,1024,64,4,1024,64,4,2898800,400000,6555600,64.01953125,1000,1900,2500,3100,0,0,6408135346916,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,512,64,4,912400,400000,4435300,43.3134765625,2800,7900,13700,25400,0,0,6408135346916,451096,0,0,0,0,395,131072,1,8.451447985908894,22.229729470166824,8.451447985908894,100001,0,0,0.004473682887553166,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,0,0,0,408500,400000,4182000,40.83984375,2900,8300,13200,54100,0,0,6408135346916,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,64,64,4,64,64,4,2941000,400000,7256300,70.8623046875,200,700,1100,1800,0,0,6408135346916,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,128,64,4,128,64,4,2512300,400000,8378700,81.8232421875,300,1000,1500,4100,0,0,6408135346916,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,256,64,4,256,64,4,1869500,400000,5162200,50.412109375,300,600,900,4100,0,0,6408135346916,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,512,64,4,2314800,400000,5881700,57.4384765625,500,1000,1500,4000,0,0,6408135346916,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..1e37d9f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.16194707236001024,0.16194707236001024,3128800
+"avx2","std::vector_reserved",512,64,4,1,0.13108265424912691,0.13108265424912688,3865500
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.44944119212346995,0.44944119212346995,1127400
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.51743681388817975,0.51743681388817975,979250
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,506700
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.62409163690109615,0.62409163690109615,811900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.51910664890892322,0.51910664890892322,976100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..49e74f6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,64,64,4,64,64,4,4329900,400000,925700,904.00390625,700,1800,2400,3700,0,0,215171426186802,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,128,64,4,128,64,4,3108900,400000,958500,936.03515625,600,1900,2600,4400,0,0,215171426186802,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,256,64,4,256,64,4,3052900,400000,515900,503.80859375,400,900,1300,4100,0,0,215171426186802,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,512,64,4,3467500,400000,716000,699.21875,600,1100,1600,2300,0,0,215171426186802,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,1024,64,4,1024,64,4,3385800,400000,1248900,1219.62890625,1100,2500,3400,9000,0,0,215171426186802,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,256,64,2,851900,400000,3082500,3010.25390625,500,7300,13900,1354300,0,1354300,215171426186802,952664,1,0,0,0,32,5888,1,1144.2765718558885,564.93015204487926,564.93015204487926,100000,0,0,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,0,0,0,646500,400000,3833800,3743.9453125,3200,8200,15400,31100,0,0,215171426186802,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,128,64,4,128,64,4,2999800,400000,1000000,976.5625,800,2000,2600,5000,0,0,215124750901873,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,256,64,4,256,64,4,2764300,400000,497500,485.83984375,400,800,1300,19200,0,0,215124750901873,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,512,64,4,2954200,400000,907800,886.5234375,700,2000,2600,22000,0,0,215124750901873,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,1024,64,4,1024,64,4,2561000,400000,1005900,982.32421875,900,1700,2600,7500,0,0,215124750901873,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,256,64,2,1025600,400000,3175100,3100.68359375,500,5400,8900,1673300,0,1673300,215124750901873,952664,1,0,0,0,32,5888,1,1410.2933180434334,520.25399677525627,520.25399677525627,100000,0,0,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,0,0,0,513200,400000,3897200,3805.859375,3100,8900,19800,41800,0,0,215124750901873,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,64,64,4,64,64,4,3290100,400000,1026500,1002.44140625,800,1900,2600,25700,0,0,215124750901873,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..29845e5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.46198370574230607,0.46198370574230607,2289150
+"avx2","std::vector_reserved",512,64,4,1,0.31960772462147541,0.31960772462147541,3308900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.87016085901180729,0.87016085901180729,1215350
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.78464905772369786,0.78464905772369786,1347800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.63673309651393828,0.63673309651393828,1660900
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,1057550
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.77311938007164271,0.77311938007164271,1367900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..3e55ef7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,256,64,4,256,64,4,3738400,400000,2710400,529.375,1100,2700,3300,6400,0,0,224022938705587,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,512,64,4,2890900,400000,1405000,274.4140625,600,2100,2900,3500,0,0,224022938705587,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,1024,64,4,1024,64,4,2776200,400000,1296500,253.22265625,900,1800,2700,7500,0,0,224022938705587,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,256,64,2,1125100,400000,2382100,465.25390625,400,3800,6200,1310500,0,1310500,224022938705587,952664,1,0,0,0,47,35328,1,805.90151436334736,254.15924992349798,254.15924992349798,100001,0,0,0.33638311927479458,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,0,0,0,632900,400000,3590100,701.19140625,3100,7500,10100,46000,0,0,224022938705587,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,64,64,4,64,64,4,3474000,400000,2165100,422.87109375,600,1600,2200,5700,0,0,224022938705587,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,128,64,4,128,64,4,2608900,400000,1756000,342.96875,600,1500,1900,2600,0,0,224022938705587,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,512,64,4,512,64,4,2109900,400000,710100,138.69140625,500,900,1100,1300,0,0,215899524808229,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,1024,64,4,1024,64,4,2108000,400000,1134200,221.5234375,900,1600,1900,6600,0,0,215899524808229,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,512,64,4,256,64,2,989500,400000,2196200,428.9453125,400,4000,5800,1200900,0,1200900,215899524808229,952664,1,0,0,0,47,35328,1,714.16610709814256,293.48540946461804,293.48540946461804,100001,0,0,0.33638311927479458,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,512,64,4,0,0,0,497700,400000,3027700,591.34765625,2700,6100,8400,12300,0,0,215899524808229,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,64,64,4,64,64,4,2474000,400000,570700,111.46484375,200,500,800,1200,0,0,215899524808229,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,128,64,4,128,64,4,2415800,400000,939600,183.515625,300,900,1300,2100,0,0,215899524808229,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,256,64,4,256,64,4,2306200,400000,611400,119.4140625,300,600,900,1300,0,0,215899524808229,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..aedc915
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.57342597723688138,0.57342597723688138,4691800
+"avx2","std::vector_reserved",512,64,4,1,0.55576442397074921,0.55576442397074921,4840900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.95793202898292718,0.95793202898292718,2808550
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.74764485202167574,0.74764485202167574,3598500
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,2690400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.7738038741964709,0.7738038741964709,3476850
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.76907024941041946,0.76907024941041946,3498250
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..c3967f5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm50000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,512,64,4,1196200,400000,5694900,278.0712890625,4500,12300,14800,22400,0,0,253316827165376,451096,0,0,0,0,76,131072,1,63.100182499529524,47.937439344788224,63.100182499529524,100001,0,0,0.031001312921062472,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,0,0,0,322600,400000,5044300,246.3037109375,4000,11400,13800,18300,0,0,253316827165376,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,64,64,4,64,64,4,2965100,400000,3289900,160.6396484375,300,1000,1400,2200,0,0,253316827165376,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,128,64,4,128,64,4,3083600,400000,3641600,177.8125,400,1200,1500,7800,0,0,253316827165376,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,256,64,4,256,64,4,2952200,400000,3464400,169.16015625,500,1600,2000,10400,0,0,253316827165376,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,512,64,4,3073100,400000,4960200,242.197265625,1000,2600,3200,17100,0,0,253316827165376,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,1024,64,4,1024,64,4,2972900,400000,3492700,170.5419921875,1100,2400,3000,3800,0,0,253316827165376,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,0,0,0,449400,400000,4637500,226.4404296875,3800,9900,11800,22000,0,0,252495084839229,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,64,64,4,64,64,4,3464000,400000,3706600,180.986328125,400,1100,1400,1700,0,0,252495084839229,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,128,64,4,128,64,4,3184200,400000,3555400,173.603515625,400,1200,1500,2000,0,0,252495084839229,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,256,64,4,256,64,4,2434700,400000,1916400,93.57421875,400,700,900,1900,0,0,252495084839229,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,512,64,4,2204600,400000,1993500,97.3388671875,600,1000,1200,2000,0,0,252495084839229,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,1024,64,4,1024,64,4,2173600,400000,2124400,103.73046875,900,1600,2000,11100,0,0,252495084839229,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,512,64,4,1002400,400000,3688700,180.1123046875,3200,7100,8300,17600,0,0,252495084839229,451096,0,0,0,0,76,131072,1,59.089435330502283,42.670336199447959,59.089435330502283,100001,0,0,0.031001312921062472,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..083d5a5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.12865146058423366,0.12865146058423368,3498600
+"avx2","std::vector_reserved",512,64,4,1,0.10483410776881064,0.10483410776881064,4293450
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.40133749442710653,0.40133749442710653,1121500
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.90536055516443725,0.90536055516443725,497150
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.82330345710627406,0.82330345710627406,546700
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.3771893069638817,0.3771893069638817,1193300
+"avx2","tiered_forced_leaf_64",64,64,4,1,1,1,450100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..6385c76
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000-steady_uniform-ppm500000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,512,64,4,512,64,4,3173400,400000,1668300,814.599609375,1200,2700,3800,5300,0,0,213595643033546,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,1024,64,4,1024,64,4,3426300,400000,1173900,573.193359375,1000,1900,2600,4700,0,0,213595643033546,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,512,64,4,256,64,2,1476200,400000,3461900,1690.380859375,500,6800,13000,1746100,0,1746100,213595643033546,952664,1,0,0,0,35,12032,1,866.64164453623005,372.20583383476907,372.20583383476907,100001,0,0,0.41770262349693482,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,512,64,4,0,0,0,722800,400000,4265000,2082.51953125,3800,8800,10200,19800,0,0,213595643033546,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,64,64,4,64,64,4,3780800,400000,452500,220.947265625,300,600,900,1400,0,0,213595643033546,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,128,64,4,128,64,4,3902800,400000,525300,256.494140625,300,800,1200,4000,0,0,213595643033546,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,256,64,4,256,64,4,3335700,400000,565000,275.87890625,400,800,1100,1500,0,0,213595643033546,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,1024,64,4,1024,64,4,2819100,400000,1069100,522.021484375,900,1700,1900,2600,0,0,213763614900049,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,512,64,4,256,64,2,1397700,400000,3535300,1726.220703125,500,6800,9100,1871000,0,1871000,213763614900049,952664,1,0,0,0,35,12032,1,925.38187131154973,362.79651997350373,362.79651997350373,100001,0,0,0.41770262349693482,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,512,64,4,0,0,0,768300,400000,4321900,2110.302734375,3900,8900,10800,22200,0,0,213763614900049,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,64,64,4,64,64,4,3820300,400000,447700,218.603515625,300,600,900,2100,0,0,213763614900049,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,128,64,4,128,64,4,3156000,400000,469000,229.00390625,300,600,900,3900,0,0,213763614900049,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,256,64,4,256,64,4,2856900,400000,528400,258.0078125,400,700,1000,2500,0,0,213763614900049,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,512,64,4,512,64,4,3069200,400000,718300,350.732421875,600,1100,1300,3900,0,0,213763614900049,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..9ed966d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.36663526124256973,0.36663526124256979,90324100
+"avx2","std::vector_reserved",512,64,4,1,0.067764487099302023,0.067764487099302009,488692550
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.90949662673864051,0.90949662673864051,36411350
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.60842230195868774,0.60842230195868774,54429300
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.96935422731350773,0.96935422731350773,34162950
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,33116000
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.95159415583949103,0.95159415583949103,34800550
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..45ff400
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,512,64,4,1024,64,2,7217000,4000000,82106100,801.8173828125,1400,458700,862100,14820900,5241400,14820900,2084602312146957,4001096,2,0,0,0,33,131072,198,1.0000000000000004,19.200000000000003,20.800000000000004,1000000,2595225.6000000006,0.125,9.0540859994112566e-38,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,512,64,4,0,0,0,1874300,4000000,414767900,4050.4677734375,340000,1024600,1316000,10877200,0,0,2084602312146957,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,64,64,4,64,64,4,54393800,4000000,30562100,298.4580078125,600,1200,1500,26900,0,0,2084602312146957,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,128,64,4,128,64,4,25515400,4000000,26338800,257.21484375,600,1100,1500,3100,0,0,2084602312146957,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,256,64,4,256,64,4,26420400,4000000,27442000,267.98828125,800,1500,2100,3100,0,0,2084602312146957,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,512,64,4,512,64,4,30928900,4000000,21272200,207.736328125,1100,2100,2800,5600,0,0,2084602312146957,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,1024,64,4,1024,64,4,28567000,4000000,40829000,398.720703125,2600,4700,5800,152800,0,0,2084602312146957,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,0,0,0,8502900,4000000,562617200,5494.30859375,462700,1419100,1715800,5296800,0,0,2080314261239396,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,64,64,4,64,64,4,31689000,4000000,39039000,381.240234375,700,1300,1700,3000,0,0,2080314261239396,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,128,64,4,128,64,4,28989400,4000000,82519800,805.857421875,900,1800,2300,4300,0,0,2080314261239396,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,256,64,4,256,64,4,46969100,4000000,40883900,399.2568359375,1000,1800,2300,712000,0,0,2080314261239396,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,512,64,4,31381800,4000000,44959800,439.060546875,1700,3500,4300,4306800,0,0,2080314261239396,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,1024,64,4,1024,64,4,25487200,4000000,31993700,312.4384765625,1900,3700,4600,8200,0,0,2080314261239396,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,1024,64,2,18114600,4000000,98542100,962.3251953125,1900,321900,690100,13442600,13442600,13442600,2080314261239396,4001096,2,0,0,0,33,131072,198,1.0000000000000004,19.200000000000003,20.800000000000004,1000000,2595225.6000000006,0,9.0540859994112566e-38,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..1d6cf68
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.012850777808668321,0.012850777808668315,335773450
+"avx2","std::vector_reserved",512,64,4,1,0.0031955460607199304,0.0031955460607199296,1350301300
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,4314950
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.85044592264104457,0.85044592264104457,5073750
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.49054147766674627,0.49054147766674627,8796300
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.45639837746645723,0.45639837746645723,9454350
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.56706267330766302,0.56706267330766302,7609300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-phase-ppm200000.csv
new file mode 100644
index 0000000..3f0af0b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-phase-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,1024,64,4,1024,64,4,42308800,4000000,4567800,892.1484375,1600,4600,5400,507000,0,0,2152476462000353,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,1024,64,2,14850000,4000000,292521700,57133.14453125,2100,1764500,2460600,24802200,0,24802200,2152476462000353,9245080,1,0,0,0,33,38656,16,13.706022552819377,20.159975270199602,21.967121980402055,1000000,0,1,0.00065997435908365985,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,0,0,0,12507100,4000000,1322954200,258389.4921875,1087600,2940700,7063900,13775200,0,0,2152476462000353,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,64,64,4,64,64,4,62896200,4000000,5580700,1089.98046875,800,1800,3000,1238000,0,0,2152476462000353,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,128,64,4,128,64,4,58489400,4000000,5276500,1030.56640625,1700,4200,5300,12800,0,0,2152476462000353,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,256,64,4,256,64,4,44775400,4000000,4371400,853.7890625,1200,2700,3500,77100,0,0,2152476462000353,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,512,64,4,54256000,4000000,7070000,1380.859375,1800,5200,7100,64800,0,0,2152476462000353,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,512,64,2,14162400,4000000,379025200,74028.359375,3000,2019900,3228400,34226900,0,34226900,2152615473104813,9328048,1,0,0,0,33,38400,16,13.722850575375599,20.133256244499126,21.666741889736095,1000000,0,1,0.00065997435908365985,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,0,0,0,8040700,4000000,1377648400,269071.953125,836500,4302000,7811000,16921900,0,0,2152615473104813,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,64,64,4,64,64,4,50539700,4000000,9637900,1882.40234375,900,1800,2800,5621100,0,0,2152615473104813,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,128,64,4,128,64,4,54534400,4000000,4871000,951.3671875,900,2000,2600,7200,0,0,2152615473104813,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,256,64,4,256,64,4,56619800,4000000,13221200,2582.265625,1600,3600,5200,3567200,0,0,2152615473104813,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,512,64,4,87834900,4000000,11838700,2312.24609375,1900,4200,5400,707900,0,0,2152615473104813,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,1024,64,4,1024,64,4,103699800,4000000,4062100,793.37890625,1800,4600,5500,49100,0,0,2152615473104813,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..57c8695
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.42441564574226487,0.42441564574226487,911024850
+"avx2","std::vector_reserved",512,64,4,1,0.44018274519549888,0.44018274519549888,878392450
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,386653200
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.76628257726849924,0.76628257726849924,504583050
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.72170102394276758,0.72170102394276758,535752600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.79974120576354957,0.79974120576354957,483472900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.67053474638423227,0.67053474638423227,576634100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..728cf95
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,64,64,4,64,64,4,38883600,4000000,518618500,506.46337890625,1200,2200,2900,4700,0,0,119105681675008,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,128,64,4,128,64,4,28569400,4000000,409673100,400.07138671874998,1100,2100,3000,12200,0,0,119105681675008,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,256,64,4,256,64,4,27641300,4000000,393878300,384.64677734374999,1400,2700,3400,4600,0,0,119105681675008,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,512,64,4,26548000,4000000,363247900,354.73427734375002,1600,3100,3900,6100,0,0,119105681675008,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,1024,64,4,1024,64,4,28554300,4000000,363289400,354.77480468750002,2200,4300,6100,18500,0,0,119105681675008,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,512,64,4,12031100,4000000,876994400,856.43984375000002,539700,952500,3899000,39689700,0,0,119105681675008,4501096,0,0,0,0,1020,131072,4,1.1065149301902983,19.208182158677957,1.1065149301902983,1000001,0,1,6.8727974304203696e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,0,0,0,5918800,4000000,910025300,888.69658203125005,746500,952400,1069700,14467800,0,0,119105681675008,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,128,64,4,128,64,4,38556200,4000000,599493000,585.4423828125,1600,4300,5600,36100,0,0,120633346547338,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,256,64,4,256,64,4,28235400,4000000,677626900,661.74501953125002,1300,3100,4200,12800,0,0,120633346547338,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,512,64,4,47031500,4000000,603697900,589.54873046875002,2700,6100,8000,17900,0,0,120633346547338,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,1024,64,4,1024,64,4,31620100,4000000,410017000,400.4072265625,2400,5400,7100,9100,0,0,120633346547338,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,512,64,4,12837800,4000000,945055300,922.90556640625005,743000,974600,1188100,24285500,0,0,120633346547338,4501096,0,0,0,0,1020,131072,4,1.1054442391289472,19.208384161909024,1.1054442391289472,1000001,0,1,6.8727974304203696e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,0,0,0,5043400,4000000,846759600,826.91367187499998,738200,915800,982900,3903700,0,0,120633346547338,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,64,64,4,64,64,4,33957600,4000000,634649700,619.77509765624995,1400,3200,4600,16700,0,0,120633346547338,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..2e400fe
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.052488110359200264,0.052488110359200278,800560350
+"avx2","std::vector_reserved",512,64,4,1,0.040047989080082537,0.040047989080082537,1049238700
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,42019900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.79082289439609743,0.79082289439609743,53134400
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.85929387225079501,0.85929387225079501,48900500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.93566143315527073,0.93566143315527073,44909300
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.47043643663143425,0.47043643663143425,89321100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..afb4d04
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,512,64,4,13570500,4000000,903361900,8821.8935546875,826900,1222300,1460000,25081500,0,0,2081090021555919,4501096,0,0,0,0,395,131072,1,86.19821178253197,25.262513974258994,86.19821178253197,1000001,0,1,0.0044610834419307891,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,0,0,0,5752700,4000000,1047500900,10229.5009765625,662900,1370800,6537500,59163900,0,0,2081090021555919,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,64,64,4,64,64,4,40560900,4000000,61850300,604.0068359375,900,2600,4200,35600,0,0,2081090021555919,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,128,64,4,128,64,4,32803000,4000000,51968800,507.5078125,900,2400,3500,5100,0,0,2081090021555919,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,256,64,4,256,64,4,28224900,4000000,48477200,473.41015625,900,2400,3400,8700,0,0,2081090021555919,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,512,64,4,32048100,4000000,49603700,484.4111328125,1200,3200,5200,30000,0,0,2081090021555919,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,1024,64,4,1024,64,4,32396200,4000000,38543600,376.40234375,1100,2900,4300,7800,0,0,2081090021555919,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,0,0,0,5929800,4000000,1050976500,10263.4423828125,921100,1459300,1626400,43596100,0,0,2080943029596723,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,64,64,4,64,64,4,61929100,4000000,116791900,1140.5458984375,1200,3200,4900,27500,0,0,2080943029596723,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,128,64,4,128,64,4,31913500,4000000,54300000,530.2734375,1100,2800,3800,4700,0,0,2080943029596723,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,256,64,4,256,64,4,30994300,4000000,49323800,481.677734375,1200,2900,4000,28800,0,0,2080943029596723,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,512,64,4,31448200,4000000,40214900,392.7236328125,1200,2600,3500,5000,0,0,2080943029596723,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,1024,64,4,1024,64,4,30691800,4000000,45496200,444.298828125,1400,3600,5300,17500,0,0,2080943029596723,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,512,64,4,13894100,4000000,697758800,6814.05078125,614500,897100,1075900,18718000,0,0,2080943029596723,4501096,0,0,0,0,395,131072,1,86.64298219073568,24.944737972577812,86.64298219073568,1000001,0,1,0.0044610834419307891,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..06e8a34
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0018026074467192498,0.001802607446719249,273520450
+"avx2","std::vector_reserved",512,64,4,1,0.00057997138431423569,0.00057997138431423547,850128150
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.29039667815178022,0.29039667815178022,1697850
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,493050
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.78554927109057593,0.78554927109057593,627650
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.63837638376383765,0.63837638376383765,772350
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.70764262648008613,0.70764262648008613,696750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..b3f75fd
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,256,64,4,256,64,4,23635200,4000000,611300,596.97265625,500,1200,1700,4700,0,0,2148700591762538,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,512,64,4,23487700,4000000,647900,632.71484375,500,1400,1900,3200,0,0,2148700591762538,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,1024,64,4,1024,64,4,26630100,4000000,1038400,1014.0625,900,2100,3400,5900,0,0,2148700591762538,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,256,64,2,8586600,4000000,185720600,181367.7734375,700,710700,958200,15128700,0,15128700,2148700591762538,9511376,1,0,0,0,32,5888,1,12506.517788852125,717.58880424835559,717.58880424835559,1000000,0,1,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,0,0,0,3699400,4000000,656722700,641330.76171875,541600,1125700,2527400,9323700,0,0,2148700591762538,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,64,64,4,64,64,4,41865200,4000000,588500,574.70703125,500,1200,1600,5200,0,0,2148700591762538,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,128,64,4,128,64,4,39551300,4000000,595100,581.15234375,300,1500,1900,5400,0,0,2148700591762538,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,512,64,4,41523700,4000000,896800,875.78125,600,2800,3900,16400,0,0,2148684364640333,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,1024,64,4,1024,64,4,31335300,4000000,2357300,2302.05078125,1000,2900,4100,1076800,0,0,2148684364640333,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,256,64,2,12776100,4000000,361320300,352851.85546875,1100,1183200,2465900,24403400,0,24403400,2148684364640333,9511376,1,0,0,0,32,5376,1,12503.497087903634,691.93874135155784,691.93874135155784,1000000,0,1,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,0,0,0,8064900,4000000,1043533600,1019075.78125,790400,2240600,5539500,15814000,0,0,2148684364640333,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,64,64,4,64,64,4,75070100,4000000,805000,786.1328125,500,1500,2100,59500,0,0,2148684364640333,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,128,64,4,128,64,4,39274800,4000000,391000,381.8359375,300,900,1200,2400,0,0,2148684364640333,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,256,64,4,256,64,4,35213300,4000000,644000,628.90625,500,1400,1900,4700,0,0,2148684364640333,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..3fbbd1d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.02195216380527305,0.02195216380527305,109515400
+"avx2","std::vector_reserved",512,64,4,1,0.0044171570382834369,0.004417157038283436,544264100
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.99111578339826434,0.99111578339826434,2425650
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,2404100
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.75118735158105232,0.75118735158105232,3200400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.8328916142666597,0.8328916142666597,2886450
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.76880766217361407,0.76880766217361407,3127050
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..b0aeda9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_localized-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,1024,64,4,1024,64,4,21235800,4000000,1570200,306.6796875,800,1700,2200,3500,0,0,2152607228920471,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,256,64,2,8209800,4000000,99082000,19351.953125,500,524700,634700,10789100,0,10789100,2152607228920471,9511376,1,0,0,0,47,33280,1,6465.7348915041202,360.07055745992744,360.07055745992744,1000001,0,1,0.33637051982917221,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,0,0,0,3310100,4000000,497970900,97259.94140625,485000,674700,800900,1449700,0,0,2152607228920471,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,64,64,4,64,64,4,30721100,4000000,2773900,541.77734375,500,1000,1200,123700,0,0,2152607228920471,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,128,64,4,128,64,4,33445800,4000000,1861300,363.53515625,400,1200,1500,10600,0,0,2152607228920471,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,256,64,4,256,64,4,27122900,4000000,2312200,451.6015625,500,1300,1900,8200,0,0,2152607228920471,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,512,64,4,29751300,4000000,2105300,411.19140625,600,1800,2400,4400,0,0,2152607228920471,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,512,64,4,256,64,2,10683000,4000000,119948800,23427.5,600,510400,810300,15407800,0,15407800,2152457081764234,9511376,1,0,0,0,47,35328,1,6491.4726633063174,356.92134241014912,388.43563306069723,1000001,0,1,0.33637051982917221,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,512,64,4,0,0,0,3078300,4000000,590557300,115343.22265625,438300,940100,1517500,50762600,0,0,2152457081764234,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,64,64,4,64,64,4,40639100,4000000,3480200,679.7265625,600,1500,2100,4400,0,0,2152457081764234,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,128,64,4,128,64,4,36815300,4000000,2946900,575.56640625,500,1600,2300,4000,0,0,2152457081764234,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,256,64,4,256,64,4,32542400,4000000,4088600,798.5546875,800,2300,3000,4000,0,0,2152457081764234,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,512,64,4,512,64,4,34888600,4000000,3667600,716.328125,800,3000,4400,20700,0,0,2152457081764234,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,1024,64,4,1024,64,4,31362000,4000000,3281100,640.83984375,1000,2800,4800,13700,0,0,2152457081764234,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..8c6ec06
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.61567548295063756,0.61567548295063756,144303050
+"avx2","std::vector_reserved",512,64,4,1,1,1,88843850
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.15345915436857288,0.15345915436857291,578941350
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.14266007275123621,0.14266007275123621,622766050
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.15665245529828314,0.15665245529828314,567139850
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.13487371242478582,0.13487371242478582,658718800
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.085257931251824209,0.085257931251824209,1042059650
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..491dce6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm0.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,512,64,4,512,64,4,34007400,4000000,700562600,350.28129999999999,0,0,0,0,0,0,2506684106275713,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,1024,64,4,1024,64,4,28705600,4000000,682793200,341.39659999999998,0,0,0,0,0,0,2506684106275713,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,512,64,4,512,64,4,12038100,4000000,205295100,102.64755,0,0,0,0,0,0,2506684106275713,4501096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,512,64,4,0,0,0,4393700,4000000,117620900,58.810450000000003,0,0,0,0,0,0,2506684106275713,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,64,64,4,64,64,4,28546900,4000000,1169982600,584.99130000000002,0,0,0,0,0,0,2506684106275713,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,128,64,4,128,64,4,26507900,4000000,760839600,380.41980000000001,0,0,0,0,0,0,2506684106275713,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,256,64,4,256,64,4,25036800,4000000,514761600,257.38080000000002,0,0,0,0,0,0,2506684106275713,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,1024,64,4,1024,64,4,22158700,4000000,475089500,237.54474999999999,0,0,0,0,0,0,2506298225672477,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,512,64,4,10567800,4000000,83311000,41.655500000000004,0,0,0,0,0,0,2506298225672477,4501096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,0,0,0,2534900,4000000,60066800,30.0334,0,0,0,0,0,0,2506298225672477,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,64,64,4,64,64,4,33718800,4000000,914136700,457.06835000000001,0,0,0,0,0,0,2506298225672477,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,128,64,4,128,64,4,18814100,4000000,484692500,242.34625,0,0,0,0,0,0,2506298225672477,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,256,64,4,256,64,4,23416900,4000000,619518100,309.75905,0,0,0,0,0,0,2506298225672477,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,512,64,4,24743600,4000000,616875000,308.4375,0,0,0,0,0,0,2506298225672477,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..f2283b4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.51891909950384374,0.51891909950384374,845600500
+"avx2","std::vector_reserved",512,64,4,1,1,1,438798250
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.2811366307049965,0.2811366307049965,1560800700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.17085352265702738,0.17085352265702738,2568271600
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.16635225283095662,0.16635225283095662,2637765600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.36494952710445122,0.36494952710445122,1202353250
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.19775758320881795,0.19775758320881798,2218869400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..0d394a4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm100.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,512,64,4,512,64,4,8911400,4000000,680532600,85.066575,244000,728700,958000,34565800,0,0,16521931868189982,4501096,0,0,0,0,796,131072,39,1.0000000000000004,19.200000000000003,1.0000000000000004,1000001,0,0,1.3999944000223997e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,512,64,4,0,0,0,2287300,4000000,553616800,69.202100000000002,252000,820800,1063500,2149500,0,0,16521931868189982,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,64,64,4,64,64,4,25910200,4000000,2548223100,318.52788750000002,1200,2600,3900,7600,0,0,16521931868189982,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,128,64,4,128,64,4,25926900,4000000,3363692200,420.46152499999999,1500,2900,3700,5400,0,0,16521931868189982,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,256,64,4,256,64,4,31666100,4000000,2970732100,371.34151250000002,1800,3300,4400,41300,0,0,16521931868189982,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,512,64,4,512,64,4,47884400,4000000,1605838900,200.7298625,1500,3300,4500,5700,0,0,16521931868189982,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,1024,64,4,1024,64,4,17191400,4000000,1176160300,147.0200375,1500,2600,3300,4700,0,0,16521931868189982,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,512,64,4,0,0,0,2026700,4000000,323979700,40.497462499999997,136800,541600,637700,671300,0,0,16525585794413520,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,64,64,4,64,64,4,20376200,4000000,1889515700,236.18946249999999,800,1900,2500,4400,0,0,16525585794413520,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,128,64,4,128,64,4,16481800,4000000,1772851000,221.60637500000001,900,1900,2700,3800,0,0,16525585794413520,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,256,64,4,256,64,4,19153100,4000000,2304799100,288.09988750000002,1600,3300,4600,13600,0,0,16525585794413520,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,512,64,4,512,64,4,19593700,4000000,798867600,99.858450000000005,900,1800,2300,2800,0,0,16525585794413520,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,1024,64,4,1024,64,4,15822200,4000000,1945441100,243.1801375,2200,5100,6700,7800,0,0,16525585794413520,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,512,64,4,512,64,4,10871200,4000000,1010668400,126.33355,378200,1189500,1584400,1967200,0,0,16525585794413520,4501096,0,0,0,0,796,131072,39,1.0000000000000004,19.200000000000003,1.0000000000000004,1000001,0,0,1.3999944000223997e-06,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..9aa2072
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.55406899866594794,0.55406899866594794,357219950
+"avx2","std::vector_reserved",512,64,4,1,0.66104673930378255,0.66104673930378255,299410750
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.78982690007372536,0.78982690007372536,250592250
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.93622956212916431,0.93622956212916431,211405950
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,197924500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.83967946796620574,0.83967946796620574,235714350
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.61786144634729567,0.61786144634729567,320338000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..fbe8121
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,256,64,4,256,64,4,18872600,4000000,238446500,232.85791015625,900,1700,2300,2800,0,0,120013231680748,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,512,64,4,512,64,4,24968600,4000000,258853600,252.78671875000001,1500,3000,5000,8000,0,0,120013231680748,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,1024,64,4,1024,64,4,22082700,4000000,241779200,236.11250000000001,1800,3300,4800,8100,0,0,120013231680748,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,512,64,4,512,64,4,8791000,4000000,356653400,348.29433593750002,242000,764300,925000,3238800,0,0,120013231680748,4501096,0,0,0,0,1020,131072,4,1.0912858946855715,19.244358376518239,1.0912858946855715,1000001,0,0,6.8727974304203696e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,512,64,4,0,0,0,2151300,4000000,371088900,362.39150390625002,271800,839700,1092500,1440800,0,0,120013231680748,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,64,64,4,64,64,4,22056800,4000000,439641000,429.3369140625,1200,2100,2800,4900,0,0,120013231680748,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,128,64,4,128,64,4,22794600,4000000,295707300,288.77666015624999,1000,1900,2500,8200,0,0,120013231680748,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,512,64,4,512,64,4,22782600,4000000,212575100,207.59287109375001,1200,2100,2800,7100,0,0,118791499230052,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,1024,64,4,1024,64,4,19243100,4000000,259405300,253.32548828124999,1900,3900,5300,14900,0,0,118791499230052,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,512,64,4,512,64,4,11856500,4000000,357786500,349.40087890625,229500,831800,997500,1254000,0,0,118791499230052,4501096,0,0,0,0,1020,131072,4,1.1766253294674889,19.244324424443249,1.1766253294674889,1000001,0,0,6.8727974304203696e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,512,64,4,0,0,0,3190700,4000000,227732600,222.39511718750001,133100,599700,908600,1328000,0,0,118791499230052,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,64,64,4,64,64,4,17548800,4000000,201035000,196.3232421875,500,1100,1600,3700,0,0,118791499230052,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,128,64,4,128,64,4,16966500,4000000,127104600,124.12558593750001,400,800,1100,3900,0,0,118791499230052,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,256,64,4,256,64,4,15179400,4000000,157402500,153.71337890625,600,1300,2500,69400,0,0,118791499230052,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..9b01651
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.070469926074778103,0.070469926074778089,445084900
+"avx2","std::vector_reserved",512,64,4,1,0.072737919375149271,0.072737919375149285,431207000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,31365100
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.66179753469863145,0.66179753469863145,47393800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.58978462070755122,0.58978462070755122,53180600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.97055542576349962,0.97055542576349962,32316650
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.92527468313167538,0.92527468313167538,33898150
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..75415ed
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,64,64,4,64,64,4,25130200,4000000,38883000,379.716796875,900,1700,2200,6400,0,0,2080279141882745,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,128,64,4,128,64,4,24391700,4000000,49418000,482.59765625,1400,2600,3300,13300,0,0,2080279141882745,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,256,64,4,256,64,4,25121200,4000000,60422300,590.0615234375,1800,3500,4600,6400,0,0,2080279141882745,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,512,64,4,512,64,4,24572600,4000000,33051800,322.771484375,1500,2900,3500,13900,0,0,2080279141882745,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,1024,64,4,1024,64,4,23160100,4000000,30417400,297.044921875,2000,3500,4100,6400,0,0,2080279141882745,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,512,64,4,512,64,4,9273200,4000000,435629300,4254.1923828125,368200,1091800,1313100,1603300,0,0,2080279141882745,4501096,0,0,0,0,395,131072,1,103.29154219701913,33.716622894553247,103.29154219701913,1000001,0,0,0.0044610834419307891,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,512,64,4,0,0,0,4356100,4000000,456060900,4453.7197265625,358100,1165300,1537400,6191700,0,0,2080279141882745,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,128,64,4,128,64,4,26233100,4000000,45369600,443.0625,1200,2300,3100,24200,0,0,2084232651368603,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,256,64,4,256,64,4,27276300,4000000,45938900,448.6220703125,1400,2900,4100,21400,0,0,2084232651368603,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,512,64,4,512,64,4,21320700,4000000,31581500,308.4130859375,1400,2600,3400,5000,0,0,2084232651368603,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,1024,64,4,1024,64,4,23388500,4000000,32312800,315.5546875,2000,3700,4500,8000,0,0,2084232651368603,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,512,64,4,512,64,4,13110600,4000000,454540500,4438.8720703125,353400,1182100,1465700,1717500,0,0,2084232651368603,4501096,0,0,0,0,395,131072,1,146.68661602704478,30.242881349968386,146.68661602704478,1000001,0,0,0.0044610834419307891,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,512,64,4,0,0,0,4186000,4000000,406353100,3968.2919921875,311000,1055400,1341200,3189300,0,0,2084232651368603,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,64,64,4,64,64,4,23098900,4000000,28913300,282.3564453125,600,1200,1600,2300,0,0,2084232651368603,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..b9de07e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0057907618244897952,0.0057907618244897961,394550850
+"avx2","std::vector_reserved",512,64,4,1,0.002404858619627468,0.0024048586196274671,950055850
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.57638941446555159,0.57638941446555159,3963900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.3486863692206732,0.3486863692206732,6552450
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.73948505494149819,0.73948505494149819,3089650
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.90583804143126179,0.90583804143126179,2522250
+"avx2","tiered_forced_leaf_64",64,64,4,1,1,1,2284750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..d4115a3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,1024,64,4,1024,64,4,27796500,4000000,4296600,4195.8984375,2600,5100,24800,643600,0,0,2148637929169393,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,512,64,2,9787400,4000000,440356200,430035.3515625,3100,2072000,3319300,22381400,0,22381400,2148637929169393,9328048,1,0,0,0,32,5120,1,14034.121979221258,1751.6963262310974,1751.6963262310974,1000000,0,0.125,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,0,0,0,9008900,4000000,962316300,939762.01171875,802700,2278800,3105000,15630200,0,0,2148637929169393,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,64,64,4,64,64,4,67782500,4000000,3352800,3274.21875,1700,4600,12100,215200,0,0,2148637929169393,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,128,64,4,128,64,4,39829900,4000000,2057600,2009.375,1700,3800,5200,28100,0,0,2148637929169393,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,256,64,4,256,64,4,44215800,4000000,3989500,3895.99609375,2400,5400,7100,727200,0,0,2148637929169393,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,512,64,4,38234400,4000000,2354800,2299.609375,2000,4300,5600,79400,0,0,2148637929169393,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,1024,64,2,10940300,4000000,348745500,340571.77734375,5000,1940400,3708000,26441500,0,26441500,2148708321383597,9245080,1,0,0,0,32,5888,1,11563.903176382244,1700.1056396050533,1700.1056396050533,1000000,0,0,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,0,0,0,9416600,4000000,937795400,915815.8203125,664500,2751100,5112400,12365100,0,0,2148708321383597,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,64,64,4,64,64,4,51144000,4000000,1216700,1188.18359375,900,2200,3200,12700,0,0,2148708321383597,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,128,64,4,128,64,4,39939400,4000000,11047300,10788.37890625,1500,3500,4900,9137200,0,0,2148708321383597,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,256,64,4,256,64,4,28669800,4000000,2189800,2138.4765625,1900,3700,4600,21100,0,0,2148708321383597,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,512,64,4,33093700,4000000,2689700,2626.66015625,2100,5400,6700,42700,0,0,2148708321383597,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,1024,64,4,1024,64,4,41080000,4000000,3631200,3546.09375,3000,6800,8100,33300,0,0,2148708321383597,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..9f33d12
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.014422264926930701,0.014422264926930705,129962250
+"avx2","std::vector_reserved",512,64,4,1,0.0044243207699241078,0.0044243207699241078,423646950
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.39046924639341701,0.39046924639341701,4800250
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.67003288768141844,0.67003288768141844,2797400
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,1874350
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.46231732132946907,0.46231732132946907,4054250
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.53130093399662681,0.53130093399662681,3527850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..015d236
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,0,0,0,2781600,4000000,362306400,70762.96875,288400,947000,1163600,8050400,0,0,2157457898229241,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,64,64,4,64,64,4,48801000,4000000,3225100,629.90234375,900,1700,2100,5600,0,0,2157457898229241,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,128,64,4,128,64,4,24856000,4000000,2107700,411.66015625,700,1600,2200,3200,0,0,2157457898229241,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,256,64,4,256,64,4,21173800,4000000,1871200,365.46875,800,1600,2000,6100,0,0,2157457898229241,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,512,64,4,23774300,4000000,4114900,803.69140625,2000,3800,4800,9900,0,0,2157457898229241,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,1024,64,4,1024,64,4,24791700,4000000,5017600,980,2900,5400,6400,21700,0,0,2157457898229241,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,512,64,2,10830200,4000000,121343700,23699.94140625,2100,834100,1301000,15808500,0,15808500,2157457898229241,9328048,1,0,0,0,47,33280,1,8503.3663595660546,851.1781559161991,892.876731433911,1000001,0,0,0.33637051982917221,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,64,64,4,64,64,4,32399000,4000000,3830600,748.1640625,1000,1900,2700,7300,0,0,2157557271543767,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,128,64,4,128,64,4,25754300,4000000,3487100,681.07421875,1100,2200,2900,8400,0,0,2157557271543767,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,256,64,4,256,64,4,22698600,4000000,1877500,366.69921875,800,1600,2000,6700,0,0,2157557271543767,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,512,64,4,25191700,4000000,3993600,780,1900,3500,4200,9900,0,0,2157557271543767,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,1024,64,4,1024,64,4,33971400,4000000,4582900,895.09765625,2500,4700,5900,293800,0,0,2157557271543767,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,1024,64,2,12354200,4000000,138580800,27066.5625,3600,903800,1454000,16755700,0,16755700,2157557271543767,9245080,1,0,0,0,47,35328,1,6741.3628849274282,903.4432334974515,903.4432334974515,1000001,0,0,0.33637051982917221,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,0,0,0,4855600,4000000,484987500,94724.12109375,416200,1208600,1518000,7909800,0,0,2157557271543767,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..2416ad3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.012455198657212004,0.012455198657212006,420230150
+"avx2","std::vector_reserved",512,64,4,1,0.01386679079719111,0.013866790797191114,377452150
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.65202307098188705,0.65202307098188705,8027400
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.77959575799100356,0.77959575799100356,6713800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.73468599983156002,0.73468599983156002,7124200
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.67499548631709272,0.67499548631709272,7754200
+"avx2","tiered_forced_leaf_64",64,64,4,1,1,1,5234050
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..3fc30dc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,256,64,4,256,64,4,23038100,4000000,8052200,393.173828125,1100,2300,3200,4900,0,0,2119787343147900,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,512,64,4,22636000,4000000,6974900,340.5712890625,1300,2600,3400,10000,0,0,2119787343147900,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,1024,64,4,1024,64,4,23920400,4000000,6973400,340.498046875,1800,3300,4400,7800,0,0,2119787343147900,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,512,64,4,8687500,4000000,414471600,20237.87109375,349800,1053600,1281100,1924600,0,0,2119787343147900,4501096,0,0,0,0,76,131072,1,680.15706696301277,91.820711321258301,680.15706696301277,1000001,0,0,0.030988713475440098,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,0,0,0,3743100,4000000,391936200,19137.509765625,339000,1033000,1228100,1662500,0,0,2119787343147900,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,64,64,4,64,64,4,26154200,4000000,6066800,296.23046875,600,1100,1300,2600,0,0,2119787343147900,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,128,64,4,128,64,4,26904700,4000000,6909400,337.373046875,800,1500,2000,34100,0,0,2119787343147900,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,512,64,4,24819800,4000000,8533500,416.6748046875,1600,2900,3700,58300,0,0,2119378101300196,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,1024,64,4,1024,64,4,28280400,4000000,9081400,443.427734375,2200,4500,5300,16500,0,0,2119378101300196,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,512,64,4,11647200,4000000,425988700,20800.2294921875,354200,1105900,1318400,1427900,0,0,2119378101300196,4501096,0,0,0,0,76,131072,1,360.04437650405731,93.44050823698538,360.04437650405731,1000001,0,0,0.030988713475440098,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,0,0,0,4409600,4000000,362968100,17723.0517578125,285000,977600,1198800,1474300,0,0,2119378101300196,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,64,64,4,64,64,4,22033400,4000000,4401300,214.9072265625,400,800,1100,2500,0,0,2119378101300196,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,128,64,4,128,64,4,24489800,4000000,6518200,318.271484375,700,1400,1800,28400,0,0,2119378101300196,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,256,64,4,256,64,4,23220200,4000000,6196200,302.548828125,800,1500,1900,2300,0,0,2119378101300196,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..958d52e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0072854518664949887,0.0072854518664949878,244837250
+"avx2","std::vector_reserved",512,64,4,1,0.0021084362093585249,0.0021084362093585253,846006150
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.45910816549771571,0.45910816549771571,3885250
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.81748395967002752,0.81748395967002752,2182000
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.84284262999976378,0.84284262999976378,2116350
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.80312922107158935,0.80312922107158935,2221000
+"avx2","tiered_forced_leaf_64",64,64,4,1,1,1,1783750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..2ecd37a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n1000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,64,64,4,64,64,4,28660300,4000000,970200,473.73046875,500,1100,1700,5300,0,0,2150428125351242,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,128,64,4,128,64,4,24421500,4000000,1809700,883.642578125,1000,2000,2700,12400,0,0,2150428125351242,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,256,64,4,256,64,4,22155100,4000000,2019100,985.888671875,1300,2500,3200,4600,0,0,2150428125351242,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,512,64,4,25656500,4000000,2360300,1152.490234375,1700,3000,3700,14600,0,0,2150428125351242,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,1024,64,4,1024,64,4,28223400,4000000,3564300,1740.380859375,2500,5900,8000,27000,0,0,2150428125351242,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,1024,64,2,10750800,4000000,238573000,116490.72265625,3500,1529500,2153700,19401500,0,19401500,2150428125351242,9245080,1,0,0,0,35,12032,1,8268.3867147962883,1106.3610047854013,1106.3610047854013,1000001,0,0,0.41769002405131245,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,0,0,0,6180000,4000000,873158700,426347.021484375,735300,2195000,2624200,3475200,0,0,2150428125351242,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,128,64,4,128,64,4,33900000,4000000,2554300,1247.216796875,1200,4100,5600,9500,0,0,2150311137801330,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,256,64,4,256,64,4,30817000,4000000,2213600,1080.859375,1400,2800,3900,14200,0,0,2150311137801330,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,512,64,4,29614100,4000000,2081700,1016.455078125,1500,3300,4200,6700,0,0,2150311137801330,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,1024,64,4,1024,64,4,31087900,4000000,4206200,2053.80859375,3200,6700,8100,20500,0,0,2150311137801330,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,1024,64,2,11594500,4000000,251101500,122608.154296875,3500,1520400,2025100,21207400,0,21207400,2150311137801330,9245080,1,0,0,0,35,12032,1,7653.9457149025766,1177.1003296282788,1177.1003296282788,1000001,0,1,0.41769002405131245,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,0,0,0,6456300,4000000,818853600,399830.859375,703900,1986100,2428400,4518400,0,0,2150311137801330,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,64,64,4,64,64,4,44795800,4000000,2597300,1268.212890625,1200,3600,4600,6400,0,0,2150311137801330,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..883056d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.017909108862564412,0.017909108862564405,1129687700
+"avx2","std::vector_reserved",512,64,4,1,0.0051354421888923458,0.005135442188892345,3939621800
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,20231700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.55691752917859505,0.55691752917859505,36328000
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.47086491757647131,0.47086491757647131,42967100
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.84297345044249261,0.84297345044249261,24000400
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.2410409520734571,0.2410409520734571,83934700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..6145c6c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,512,64,4,219194800,40000000,24000400,468.7578125,1200,2200,2600,8100,0,0,21444551433844867,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,1024,64,4,1024,64,4,309943500,40000000,20231700,395.150390625,1700,3100,4300,4800,0,0,21444551433844867,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,1024,64,3,129999000,40000000,1129687700,22064.212890625,2400,10060100,14951500,152120200,0,152120200,21444551433844867,92334160,1,0,0,0,17,131072,99,1.0000000000000346,19.200000000000003,19.200000000000003,10000000,0,0.25,1.9558505399828633e-19,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,0,0,0,117904600,40000000,3939621800,76945.73828125,6963900,16518800,22458200,44644000,0,0,21444551433844867,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,64,64,4,64,64,4,467849400,40000000,83934700,1639.349609375,1400,2200,2600,3200,0,0,21444551433844867,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,128,64,4,128,64,4,287886400,40000000,36328000,709.53125,1400,2200,2700,4000,0,0,21444551433844867,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,256,64,4,256,64,4,340055700,40000000,42967100,839.201171875,2200,3500,4500,6300,0,0,21444551433844867,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..514ea08
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00059251746942816244,0.00059251746942816223,3324121400
+"avx2","std::vector_reserved",512,64,4,1,0.00039387723281006159,0.00039387723281006148,5000542900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.43824399795296265,0.43824399795296265,4494300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.28344054454661888,0.28344054454661888,6948900
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,1969600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.49637096774193551,0.49637096774193551,3968000
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.049884255155331111,0.049884255155331104,39483400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-phase-ppm200000.csv
new file mode 100644
index 0000000..06f46df
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,256,64,4,256,64,4,252568900,40000000,1969600,769.375,1200,2200,2800,3800,0,0,21471939689445462,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,512,64,4,521459600,40000000,3968000,1550,2700,4900,5800,8500,0,0,21471939689445462,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,1024,64,4,1024,64,4,282715100,40000000,4494300,1755.5859375,2600,4400,5900,1476200,0,0,21471939689445462,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,1024,64,3,182474400,40000000,3324121400,1298484.921875,3417400,20456000,24588000,218073700,0,218073700,21471939689445462,92334160,1,0,0,0,17,18176,8,4003.6941126727506,88.610113918543973,88.610113918543973,10000000,0,1,0.020711912837890638,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,0,0,0,66809600,40000000,5000542900,1953337.0703125,9392100,20614500,36490600,68292600,0,0,21471939689445462,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,64,64,4,64,64,4,494947900,40000000,39483400,15423.203125,3900,7900,9600,30051500,0,0,21471939689445462,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,128,64,4,128,64,4,360755800,40000000,6948900,2714.4140625,3200,7600,9800,15800,0,0,21471939689445462,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..7738178
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.042125291153007505,0.042125291153007505,6371134600
+"avx2","std::vector_reserved",512,64,4,1,0.048801397262497805,0.048801397262497812,5499553600
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.45125705399412896,0.45125705399412896,594751700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.40553677440197183,0.40553677440197183,661804100
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.54746622421021196,0.54746622421021196,490232800
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,268385900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.20961170125857978,0.20961170125857978,1280395600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..78aefc4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,512,64,4,236225200,40000000,6371134600,12443.622265624999,9919400,23681800,74510200,136857900,0,0,22424549197305314,45001096,0,0,0,0,508,131072,4,2.0697987694987585,19.224131545673561,2.0697987694987585,10000001,0,1,5.6128029743979918e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,0,0,0,35806200,40000000,5499553600,10741.315624999999,9253000,17138200,45793600,82107300,0,0,22424549197305314,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,64,64,4,64,64,4,750566900,40000000,1280395600,2500.7726562500002,3300,6700,9500,156500,0,0,22424549197305314,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,128,64,4,128,64,4,401749300,40000000,661804100,1292.5861328125,3000,5500,7000,8400,0,0,22424549197305314,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,256,64,4,256,64,4,286881800,40000000,490232800,957.48593749999998,2600,4600,5400,6300,0,0,22424549197305314,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,512,64,4,343866300,40000000,268385900,524.19121093750005,1900,3600,4200,6000,0,0,22424549197305314,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,1024,64,4,1024,64,4,321734200,40000000,594751700,1161.6244140624999,3300,7000,10500,16600,0,0,22424549197305314,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..99af5fe
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0075856078915444054,0.0075856078915444037,4779880600
+"avx2","std::vector_reserved",512,64,4,1,0.010093588319461512,0.010093588319461515,3592211100
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.85972092140985668,0.85972092140985668,42174500
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.92584705188408245,0.92584705188408245,39162300
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,36258300
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.59502362318436264,0.59502362318436264,60935900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.66267447194650109,0.66267447194650109,54715100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..0007fe2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,512,64,4,323009900,40000000,60935900,1190.154296875,2700,5100,6900,18300,0,0,21444595672688133,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,1024,64,4,1024,64,4,282129200,40000000,42174500,823.720703125,3100,6500,7700,12600,0,0,21444595672688133,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,512,64,4,117684100,40000000,4779880600,93357.04296875,8937000,12985400,24711600,51989700,0,0,21444595672688133,45001096,0,0,0,0,197,131072,1,856.99741399233778,30.650484706149097,856.99741399233778,10000001,0,1,0.0044598234474747664,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,0,0,0,59702700,40000000,3592211100,70160.373046875,6766700,9768700,11760000,17411800,0,0,21444595672688133,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,64,64,4,64,64,4,302254400,40000000,54715100,1068.654296875,1600,3100,4000,7000,0,0,21444595672688133,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,128,64,4,128,64,4,306222300,40000000,39162300,764.888671875,1300,2600,3400,4700,0,0,21444595672688133,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,256,64,4,256,64,4,221263300,40000000,36258300,708.169921875,900,1600,2000,4000,0,0,21444595672688133,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..c2577c7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00035535107623627159,0.00035535107623627164,2060778900
+"avx2","std::vector_reserved",512,64,4,1,0.00026240011649805532,0.00026240011649805527,2790776200
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.19200314630309387,0.19200314630309387,3814000
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,732300
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.70016253943971696,0.70016253943971696,1045900
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.41802717205160406,0.41802717205160406,1751800
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.84017898118402934,0.84017898118402934,871600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..5270447
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,64,64,4,64,64,4,593547900,40000000,871600,1702.34375,1500,2600,3400,5900,0,0,21476271372801937,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,128,64,4,128,64,4,339068200,40000000,732300,1430.2734375,1100,2800,3500,14700,0,0,21476271372801937,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,256,64,4,256,64,4,387686900,40000000,1045900,2042.7734375,1900,3400,4300,21100,0,0,21476271372801937,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,512,64,4,516410300,40000000,1751800,3421.484375,2600,5000,10600,171000,0,0,21476271372801937,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,1024,64,4,1024,64,4,608761600,40000000,3814000,7449.21875,3100,6300,8700,1826900,0,0,21476271372801937,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,1024,64,3,163530900,40000000,2060778900,4024958.7890625,4197700,9662900,12207300,174331300,0,174331300,21476271372801937,92334160,1,0,0,0,16,1792,1,125231.48441759098,2023.4027002691123,2023.4027002691123,10000000,0,1,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,0,0,0,29863100,40000000,2790776200,5450734.765625,5245100,8401000,10258600,12208600,0,0,21476271372801937,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..4e5992e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0016898524227276516,0.0016898524227276521,1744116800
+"avx2","std::vector_reserved",512,64,4,1,0.00049899311677994833,0.00049899311677994843,5906494300
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,2947300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.62370119564067295,0.62370119564067295,4725500
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.77611586570111912,0.77611586570111912,3797500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.97200052766967882,0.97200052766967882,3032200
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.58190684909869894,0.58190684909869894,5064900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..d41735d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,256,64,4,256,64,4,363502300,40000000,3797500,1483.3984375,1800,3800,5300,6200,0,0,21479481287935576,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,512,64,4,257907900,40000000,3032200,1184.453125,1500,3200,3900,523000,0,0,21479481287935576,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,1024,64,4,1024,64,4,306917300,40000000,2947300,1151.2890625,2000,4300,6400,8800,0,0,21479481287935576,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,1024,64,3,118065100,40000000,1744116800,681295.625,3800,11139700,17513300,191337800,0,191337800,21479481287935576,92334160,1,0,0,0,23,14848,1,64575.142228519057,1029.9003647457994,1029.9003647457994,10000001,0,1,0.33638204887941903,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,0,0,0,53422500,40000000,5906494300,2307224.3359375,10193600,21014500,34740800,76553300,0,0,21479481287935576,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,64,64,4,64,64,4,499354400,40000000,5064900,1978.4765625,1600,3200,4400,8300,0,0,21479481287935576,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,128,64,4,128,64,4,362073000,40000000,4725500,1845.8984375,1800,3500,5000,19200,0,0,21479481287935576,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..b31f98e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.68756075955705742,0.68756075955705742,115825400
+"avx2","std::vector_reserved",512,64,4,1,1,1,79637000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.23407129508849137,0.23407129508849134,340225400
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.068841455112841912,0.068841455112841912,1156817500
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.078022931807406978,0.078022931807406992,1020687100
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.11330574567422233,0.11330574567422233,702850500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.086901600090702344,0.08690160009070233,916404300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..dec5ee3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,128,64,4,128,64,4,363392100,40000000,1156817500,1156.8175000000001,0,0,0,0,0,0,21371494673913787,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,256,64,4,256,64,4,348545100,40000000,1020687100,1020.6871,0,0,0,0,0,0,21371494673913787,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,512,64,4,313392100,40000000,702850500,702.85050000000001,0,0,0,0,0,0,21371494673913787,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,1024,64,4,1024,64,4,243870600,40000000,340225400,340.22539999999998,0,0,0,0,0,0,21371494673913787,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,512,64,4,100429700,40000000,115825400,115.8254,0,0,0,0,0,0,21371494673913787,45001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,0,0,0,30386000,40000000,79637000,79.637,0,0,0,0,0,0,21371494673913787,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,64,64,4,64,64,4,422834500,40000000,916404300,916.40430000000003,0,0,0,0,0,0,21371494673913787,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..3db39f2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.4705953895986264,0.4705953895986264,3861928400
+"avx2","std::vector_reserved",512,64,4,1,1,1,1817405700
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.57671888916940939,0.57671888916940939,3151285200
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.5298532631179379,0.5298532631179379,3430017000
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.6051774778783251,0.6051774778783251,3003095400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.50041298948436641,0.50041298948436641,3631811600
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.54400695335330118,0.54400695335330118,3340776600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..f7e7750
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,512,64,4,277312600,40000000,3631811600,709.33820312499995,4200,7800,10200,105000,0,0,30189652867616377,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,1024,64,4,1024,64,4,267104300,40000000,3151285200,615.48539062500004,3300,7000,9300,492400,0,0,30189652867616377,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,512,64,4,148804200,40000000,3861928400,754.28289062500005,3868000,14829400,61992000,174823100,0,0,30189652867616377,45001096,0,0,0,0,508,131072,40,1.0000000000000004,19.200000000000003,1.0000000000000004,10000001,0,0,1.3999994400002239e-07,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,0,0,0,26392500,40000000,1817405700,354.96205078125001,2630000,6305900,9003500,28997100,0,0,30189652867616377,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,64,64,4,64,64,4,287349300,40000000,3340776600,652.49542968749995,2400,4600,6700,10300,0,0,30189652867616377,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,128,64,4,128,64,4,280168600,40000000,3430017000,669.92519531250002,2300,5000,6900,10600,0,0,30189652867616377,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,256,64,4,256,64,4,174108900,40000000,3003095400,586.54207031249996,2700,6500,8600,11300,0,0,30189652867616377,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..bc6e015
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.10673382956253391,0.1067338295625339,1354239800
+"avx2","std::vector_reserved",512,64,4,1,0.13106669917721062,0.13106669917721062,1102821700
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,144543200
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.44539955035793877,0.44539955035793877,324524800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.60016974121937972,0.60016974121937972,240837200
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.84041581463119097,0.84041581463119097,171990100
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.27182139243791348,0.27182139243791348,531758000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..1142222
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,64,64,4,64,64,4,323566800,40000000,531758000,1038.58984375,2000,3500,5200,14800,0,0,22417861972407035,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,128,64,4,128,64,4,216497600,40000000,324524800,633.83749999999998,1600,2700,3300,6100,0,0,22417861972407035,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,256,64,4,256,64,4,222745500,40000000,240837200,470.38515625000002,1300,2700,3300,5200,0,0,22417861972407035,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,512,64,4,209844600,40000000,171990100,335.91816406250001,1300,2500,3600,7900,0,0,22417861972407035,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,1024,64,4,1024,64,4,196227000,40000000,144543200,282.31093750000002,1800,3300,4900,36200,0,0,22417861972407035,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,512,64,4,83347600,40000000,1354239800,2644.9996093750001,2442800,5429800,7616400,15065100,0,0,22417861972407035,45001096,0,0,0,0,508,131072,4,2.9215031897859984,19.266803054510927,2.9215031897859984,10000001,0,0,5.6128029743979918e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,0,0,0,18130900,40000000,1102821700,2153.9486328124999,1967000,4536900,6028500,8633600,0,0,22417861972407035,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..984d32e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.01252444580843165,0.012524445808431654,2175321800
+"avx2","std::vector_reserved",512,64,4,1,0.0091948962144824849,0.0091948962144824866,2963024200
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,27244700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.55154117423184212,0.55154117423184212,49397400
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.52892162477504323,0.52892162477504323,51509900
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.48986633487124348,0.48986633487124348,55616600
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.65165768519648015,0.65165768519648015,41808300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..d16ed34
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,512,64,4,70665400,40000000,2175321800,42486.75390625,3690300,10084100,12649600,15864300,0,0,21443213142269775,45001096,0,0,0,0,197,131072,1,1123.3095076434518,65.345444171025619,1123.3095076434518,10000001,0,0,0.0044598234474747664,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,0,0,0,28998500,40000000,2963024200,57871.56640625,5028700,11873600,14307500,201456600,0,0,21443213142269775,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,64,64,4,64,64,4,293932100,40000000,41808300,816.568359375,1500,2700,3700,4700,0,0,21443213142269775,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,128,64,4,128,64,4,217305100,40000000,49397400,964.79296875,1800,3100,4000,6100,0,0,21443213142269775,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,256,64,4,256,64,4,251401600,40000000,51509900,1006.052734375,2300,4000,4900,7900,0,0,21443213142269775,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,512,64,4,253831900,40000000,55616600,1086.26171875,2600,4600,5800,8500,0,0,21443213142269775,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,1024,64,4,1024,64,4,251296000,40000000,27244700,532.123046875,3000,5000,6500,12900,0,0,21443213142269775,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..d3ccddb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00027734103375149608,0.00027734103375149602,3238612000
+"avx2","std::vector_reserved",512,64,4,1,0.00041661800248041242,0.00041661800248041242,2155931800
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.31048428912164266,0.31048428912164266,2892900
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,898200
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.63093565608316948,0.63093565608316948,1423600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.50817538896746817,0.50817538896746817,1767500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.96508004727624364,0.96508004727624364,930700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..b7080ec
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,256,64,4,256,64,4,352109100,40000000,1423600,2780.46875,2200,5000,6300,11500,0,0,21476391672231255,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,512,64,4,359509100,40000000,1767500,3452.1484375,3000,6100,6900,10300,0,0,21476391672231255,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,1024,64,4,1024,64,4,358679500,40000000,2892900,5650.1953125,4900,9600,11300,35700,0,0,21476391672231255,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,1024,64,3,133517600,40000000,3238612000,6325414.0625,2147900,19240300,24695700,189068400,0,189068400,21476391672231255,92334160,1,0,0,0,16,1792,1,129396.46866187744,7241.7540043175213,7241.7540043175213,10000000,0,0,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,0,0,0,53511000,40000000,2155931800,4210804.296875,3733300,10092900,15730700,18401500,0,0,21476391672231255,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,64,64,4,64,64,4,237560700,40000000,930700,1817.7734375,1500,2400,3000,91600,0,0,21476391672231255,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,128,64,4,128,64,4,199598400,40000000,898200,1754.296875,1600,2600,3100,5200,0,0,21476391672231255,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..1c5e97b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0019445909673235584,0.0019445909673235582,1274355400
+"avx2","std::vector_reserved",512,64,4,1,0.00055356732828249226,0.00055356732828249215,4476600900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,2478100
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.48220505535988789,0.48220505535988789,5139100
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.72669423184070847,0.72669423184070847,3410100
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.68370809766864393,0.68370809766864393,3624500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.42201256790585989,0.42201256790585989,5872100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..910f478
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,1024,64,4,1024,64,4,266275700,40000000,2478100,968.0078125,2200,3800,4800,6300,0,0,21479318559864487,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,1024,64,3,127770900,40000000,1274355400,497795.078125,6100,10414800,14354800,176060700,0,176060700,21479318559864487,92334160,1,0,0,0,23,14848,1,59625.716173139881,3804.925387365864,3804.925387365864,10000001,0,0,0.33638204887941903,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,0,0,0,49447900,40000000,4476600900,1748672.2265625,7919700,17722200,26751100,122579400,0,0,21479318559864487,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,64,64,4,64,64,4,505421200,40000000,5872100,2293.7890625,2800,5600,6500,10200,0,0,21479318559864487,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,128,64,4,128,64,4,407812700,40000000,5139100,2007.4609375,2800,5300,6300,8200,0,0,21479318559864487,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,256,64,4,256,64,4,299520600,40000000,3410100,1332.0703125,2200,4200,5400,13000,0,0,21479318559864487,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,512,64,4,299483400,40000000,3624500,1415.8203125,2600,4700,6100,15900,0,0,21479318559864487,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..e2e072a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0017522887688597502,0.0017522887688597498,2881374400
+"avx2","std::vector_reserved",512,64,4,1,0.001051675422678642,0.001051675422678642,4800910900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,5049000
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.36579269573785217,0.36579269573785217,13802900
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.50133052665025024,0.50133052665025024,10071200
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.71905663870572656,0.71905663870572656,7021700
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.39131647884922421,0.39131647884922421,12902600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..c8f937c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,64,64,4,64,64,4,291216900,40000000,12902600,1260.01953125,1800,3200,4200,143600,0,0,21495890550347713,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,128,64,4,128,64,4,275890300,40000000,13802900,1347.939453125,2000,4200,5700,28700,0,0,21495890550347713,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,256,64,4,256,64,4,282582900,40000000,10071200,983.515625,2100,3800,4800,5900,0,0,21495890550347713,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,512,64,4,236905200,40000000,7021700,685.712890625,1700,3000,3900,5000,0,0,21495890550347713,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,1024,64,4,1024,64,4,194905100,40000000,5049000,493.06640625,1800,3300,4800,5400,0,0,21495890550347713,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,512,64,4,79390600,40000000,2881374400,281384.21875,4660900,12148700,16792100,175276600,0,0,21495890550347713,45001096,0,0,0,0,38,81888,1,8046.4728304665168,368.2667123275703,8046.4728304665168,10000001,0,0,0.03098745295231977,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,0,0,0,29369000,40000000,4800910900,468838.955078125,8858400,18734300,26508400,61005200,0,0,21495890550347713,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..b468607
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0007412179640994117,0.00074121796409941192,2677215200
+"avx2","std::vector_reserved",512,64,4,1,0.00039811237277441821,0.0003981123727744181,4984522300
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.50661220321674749,0.50661220321674749,3917000
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.87387704773648056,0.87387704773648056,2270800
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,1984400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.82576671798926382,0.82576671798926382,2403100
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.64955810147299509,0.64955810147299509,3055000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..ddfbabb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n10000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,1024,64,3,100042500,40000000,2677215200,2614467.96875,1427200,18059600,22258300,157119000,0,157119000,21477426338752119,92334160,1,0,0,0,17,3840,1,78022.563622426504,4798.6301031578214,4798.6301031578214,10000001,0,0,0.41825273928276541,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,0,0,0,60479300,40000000,4984522300,4867697.55859375,8690800,21857200,33343600,148560600,0,0,21477426338752119,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,64,64,4,64,64,4,473039100,40000000,3055000,2983.3984375,3200,6000,7800,49700,0,0,21477426338752119,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,128,64,4,128,64,4,383726400,40000000,2270800,2217.578125,2600,4600,5500,8300,0,0,21477426338752119,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,256,64,4,256,64,4,410241600,40000000,1984400,1937.890625,2300,3800,4700,17600,0,0,21477426338752119,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,512,64,4,350843000,40000000,2403100,2346.77734375,3100,5900,7400,10800,0,0,21477426338752119,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,1024,64,4,1024,64,4,362771700,40000000,3917000,3825.1953125,5500,8700,10900,32000,0,0,21477426338752119,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..9e38673
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0019042323007222907,0.00190423230072229,24829691200
+"avx2","std::vector_reserved",512,64,4,1,0.0029102878137170574,0.0029102878137170574,16246331300
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.70536556111184046,0.70536556111184046,67031200
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.81135552821378742,0.81135552821378742,58274700
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.74448737812712573,0.74448737812712573,63508800
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.3533118573167533,0.3533118573167533,133823700
+"avx2","tiered_forced_leaf_64",64,64,4,1,1,1,47281500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..091d601
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,1024,64,4,1024,64,4,5211605300,400000000,67031200,2618.40625,5300,11600,331700,1351400,0,0,214717704320661229,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,1024,64,3,1659651000,400000000,24829691200,969909.8125,48050100,272145800,416560800,4180826900,0,4180826900,214717704320661229,923450056,1,0,0,0,9,103168,50,1.0005771094402909,21.200109675743445,22.800027823646964,100000000,0,0,2.8746249375227384e-10,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,0,0,0,659264300,400000000,16246331300,634622.31640625,44181500,177915400,348898700,464860100,0,0,214717704320661229,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,64,64,4,64,64,4,2872350400,400000000,47281500,1846.93359375,1700,2800,3600,132600,0,0,214717704320661229,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,128,64,4,128,64,4,2230023200,400000000,58274700,2276.35546875,3600,5600,7100,7600,0,0,214717704320661229,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,256,64,4,256,64,4,3769227100,400000000,63508800,2480.8125,4300,6200,15300,355400,0,0,214717704320661229,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,512,64,4,4307372500,400000000,133823700,5227.48828125,4800,10200,28700,77000,0,0,214717704320661229,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..9e9ce36
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,6.5647039171535146e-05,6.56470391715352e-05,19217926900
+"avx2","std::vector_reserved",512,64,4,1,0.00018349740735006296,0.00018349740735006313,6875301500
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.63920555302224247,0.63920555302224247,1973700
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,1261600
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.74801375548440652,0.74801375548440652,1686600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.33136343340424973,0.33136343340424973,3807300
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.74912416127308357,0.74912416127308357,1684100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-phase-ppm200000.csv
new file mode 100644
index 0000000..a46cbc8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,512,64,4,3058958800,400000000,3807300,2974.453125,5600,10000,14900,22100,0,0,214738235084739033,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,1024,64,4,1024,64,4,2965020100,400000000,1973700,1541.953125,3200,5300,6000,8400,0,0,214738235084739033,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,1024,64,3,1357951600,400000000,19217926900,15014005.390625,47621300,194265700,353012100,1089577500,1089577500,1089577500,214738235084739033,923450056,1,0,0,0,9,10240,4,225525.19147589893,3674.6651569033188,225525.19147589893,100000000,2271749389.506515,1,0.11602906250000004,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,0,0,0,166799100,400000000,6875301500,5371329.296875,24245000,52671500,67387200,78473200,0,0,214738235084739033,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,64,64,4,64,64,4,2036120300,400000000,1684100,1315.703125,1700,2800,3800,6900,0,0,214738235084739033,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,128,64,4,128,64,4,1605346600,400000000,1261600,985.625,1100,1800,2500,2900,0,0,214738235084739033,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,256,64,4,256,64,4,1433763900,400000000,1686600,1317.65625,2000,3200,4300,8400,0,0,214738235084739033,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..04f4ff7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.013870619304667806,0.013870619304667811,5011593100
+"avx2","std::vector_reserved",512,64,4,1,0.012743507926462698,0.012743507926462699,5454848100
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,69513900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.44187319313180318,0.44187319313180318,157316400
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.753882259546091,0.753882259546091,92207900
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.90049860806866777,0.90049860806866777,77194900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.3249457986599017,0.32494579865990164,213924600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..f1b554c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,0,0,0,109664600,400000000,5454848100,21308.000390624999,20369500,31396200,36227900,45822800,0,0,214790791902886691,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,64,64,4,64,64,4,1994587400,400000000,213924600,835.64296875000002,1400,2400,3800,11400,0,0,214790791902886691,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,128,64,4,128,64,4,1653131900,400000000,157316400,614.51718749999998,1000,2500,3300,3800,0,0,214790791902886691,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,256,64,4,256,64,4,1437558100,400000000,92207900,360.18710937499998,800,1300,1800,1800,0,0,214790791902886691,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,512,64,4,1509486300,400000000,77194900,301.54257812499998,900,1500,1900,3100,0,0,214790791902886691,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,1024,64,4,1024,64,4,1534402200,400000000,69513900,271.53867187499998,1300,2100,3400,3700,0,0,214790791902886691,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,512,64,4,681963000,400000000,5011593100,19576.535546874999,19365100,29476400,34057400,37865900,0,0,214790791902886691,450001096,0,0,0,0,252,131072,4,11.40593564940986,21.523314401260389,11.40593564940986,100000001,0,1,5.4868030298379693e-06,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..f4b2fc1
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0018835039685502211,0.0018835039685502206,6468369700
+"avx2","std::vector_reserved",512,64,4,1,0.0016777953687328252,0.0016777953687328252,7261433800
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.70766317574828208,0.70766317574828208,17216100
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.565070383339904,0.565070383339904,21560500
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,12183200
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.98347581107370907,0.98347581107370907,12387900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.55407900601231574,0.55407900601231574,21988200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..90b8bfb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,1024,64,4,1024,64,4,1608844300,400000000,17216100,672.50390625,1700,3700,5800,20600,0,0,214717946420281382,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,512,64,4,730831600,400000000,6468369700,252670.69140625,24272000,38898000,46868100,47652400,0,0,214717946420281382,450001096,0,0,0,0,98,131072,1,8561.9234094411422,98.540581114502245,8561.9234094411422,100000001,0,1,0.0044596974475302068,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,0,0,0,147802900,400000000,7261433800,283649.7578125,27450900,43085400,46099600,52225100,0,0,214717946420281382,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,64,64,4,64,64,4,1945888300,400000000,21988200,858.9140625,1000,3200,4400,5400,0,0,214717946420281382,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,128,64,4,128,64,4,1655683600,400000000,21560500,842.20703125,1100,3500,4900,6700,0,0,214717946420281382,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,256,64,4,256,64,4,1528139500,400000000,12183200,475.90625,900,1500,2000,2800,0,0,214717946420281382,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,512,64,4,1513203700,400000000,12387900,483.90234375,1100,1800,2600,2700,0,0,214717946420281382,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..e77dbea
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,4.6809296232828813e-05,4.6809296232828793e-05,5567270200
+"avx2","std::vector_reserved",512,64,4,1,3.702253204654602e-05,3.7022532046546047e-05,7038956700
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.4891141141141141,0.4891141141141141,532800
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.65592751069720612,0.65592751069720612,397300
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.45102111457251642,0.45102111457251642,577800
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,260600
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.49666476081570421,0.49666476081570421,524700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..1a8832b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,128,64,4,128,64,4,1490323200,400000000,397300,1551.953125,1400,2500,4300,14900,0,0,214736077341662842,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,256,64,4,256,64,4,1489193000,400000000,577800,2257.03125,2200,3200,4800,14200,0,0,214736077341662842,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,512,64,4,1607135600,400000000,260600,1017.96875,900,1600,2100,2900,0,0,214736077341662842,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,1024,64,4,1024,64,4,1723653700,400000000,532800,2081.25,2000,3400,4200,6700,0,0,214736077341662842,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,512,64,4,710572400,400000000,5567270200,21747149.21875,20583200,30022400,33402000,41524900,0,0,214736077341662842,450001096,0,0,0,0,8,2048,1,1246596.2230487028,10929.376032808166,1246596.2230487028,100000000,2530645702.6885524,1,0.65000000000000002,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,0,0,0,150973700,400000000,7038956700,27495924.609375,26635100,39748800,45627100,47458000,0,0,214736077341662842,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,64,64,4,64,64,4,1842181600,400000000,524700,2049.609375,1900,3300,4300,6200,0,0,214736077341662842,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..8f28ed3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00019624932134270043,0.00019624932134270051,4899380000
+"avx2","std::vector_reserved",512,64,4,1,0.00013963229552240849,0.00013963229552240835,6885942800
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.5674909992327215,0.5674909992327215,1694300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.42956708216056827,0.42956708216056827,2238300
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,961500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.99854605878076641,0.99854605878076641,962900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.44113598825472566,0.44113598825472566,2179600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..7e11f43
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,512,64,4,1500827800,400000000,962900,752.265625,1000,1600,2700,10100,0,0,214735439641967828,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,1024,64,4,1024,64,4,1495401300,400000000,1694300,1323.671875,2200,3400,4300,5100,0,0,214735439641967828,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,1024,64,3,715759900,400000000,4899380000,3827640.625,17452900,32147000,35994100,927943300,0,927943300,214735439641967828,923450056,1,0,0,0,11,4608,1,651789.71252471558,6573.5740201793333,6573.5740201793333,100000001,0,1,0.33861762816563323,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,0,0,0,117204400,400000000,6885942800,5379642.8125,26402300,44788800,51278200,55160900,0,0,214735439641967828,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,64,64,4,64,64,4,2028911000,400000000,2179600,1702.8125,1700,2900,4100,9800,0,0,214735439641967828,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,128,64,4,128,64,4,1638520800,400000000,2238300,1748.671875,1900,3200,4000,5200,0,0,214735439641967828,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,256,64,4,256,64,4,1488710000,400000000,961500,751.171875,800,1500,1800,2300,0,0,214735439641967828,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..9890927
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.78185794098430605,0.78185794098430605,14999400
+"avx2","std::vector_reserved",512,64,4,1,1,1,11727400
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.086361758517871576,0.086361758517871562,135793900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.056037986218193295,0.056037986218193302,209275900
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.04072247194717752,0.040722471947177527,287983500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.077968564987211789,0.077968564987211789,150411900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.045262969384179078,0.045262969384179071,259094800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..d687e17
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,256,64,4,256,64,4,1538327100,400000000,287983500,575.96699999999998,0,0,0,0,0,0,214248794138489932,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,1515389100,400000000,150411900,300.82380000000001,0,0,0,0,0,0,214248794138489932,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,1024,64,4,1024,64,4,1590282800,400000000,135793900,271.58780000000002,0,0,0,0,0,0,214248794138489932,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,831217900,400000000,14999400,29.998799999999999,0,0,0,0,0,0,214248794138489932,450001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,0,0,0,109924200,400000000,11727400,23.454799999999999,0,0,0,0,0,0,214248794138489932,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,64,64,4,64,64,4,1637786800,400000000,259094800,518.18960000000004,0,0,0,0,0,0,214248794138489932,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,128,64,4,128,64,4,1675651800,400000000,209275900,418.55180000000001,0,0,0,0,0,0,214248794138489932,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..ab9efcd
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.12376954287990485,0.12376954287990484,5509436200
+"avx2","std::vector_reserved",512,64,4,1,0.10792790711260321,0.10792790711260318,6318110100
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,681900400
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.49313420047473633,0.49313420047473633,1382788700
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.68531029845200764,0.68531029845200764,995024300
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.77396079168458554,0.77396079168458554,881052900
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.37987487701007949,0.37987487701007949,1795065800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..9232354
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,1024,64,4,1024,64,4,1499089100,400000000,681900400,266.36734374999997,1400,2200,3100,7000,0,0,209821929013228130,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,512,64,4,697034000,400000000,5509436200,2152.123515625,19338400,44623300,50898000,53709400,0,0,209821929013228130,450001096,0,0,0,0,252,131072,40,1.0000000000000004,21.200000000000003,1.0000000000000004,100000001,0,0,1.3999999440000022e-08,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,0,0,0,144237500,400000000,6318110100,2468.0117578125,21894700,53397800,71872600,72556400,0,0,209821929013228130,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,64,64,4,64,64,4,1807533800,400000000,1795065800,701.19757812499995,1900,3100,3600,4600,0,0,209821929013228130,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,128,64,4,128,64,4,1905786500,400000000,1382788700,540.15183593749998,1500,2800,3300,3500,0,0,209821929013228130,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,256,64,4,256,64,4,1733311100,400000000,995024300,388.68136718749997,1200,1900,2500,3100,0,0,209821929013228130,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,512,64,4,1589112400,400000000,881052900,344.16128906249997,1400,2000,2900,3600,0,0,209821929013228130,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..477c8e6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.015015053483557096,0.015015053483557092,6159238800
+"avx2","std::vector_reserved",512,64,4,1,0.013699666875239982,0.013699666875239977,6750624000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,92481300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.8014387217370732,0.8014387217370732,115394100
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.77602886571985985,0.77602886571985985,119172500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.86983589226526614,0.86983589226526614,106320400
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.42106085081506545,0.42106085081506545,219638800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..a7611ed
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,128,64,4,128,64,4,1501771100,400000000,115394100,450.75820312500002,900,1300,1700,5200,0,0,214789724430866959,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,256,64,4,256,64,4,1488479600,400000000,119172500,465.517578125,1100,1900,2600,2700,0,0,214789724430866959,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,512,64,4,1577483000,400000000,106320400,415.31406249999998,1200,1900,2500,2800,0,0,214789724430866959,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,1024,64,4,1024,64,4,1662267900,400000000,92481300,361.25507812500001,1600,2300,2800,3100,0,0,214789724430866959,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,512,64,4,723269800,400000000,6159238800,24059.526562499999,24244400,49031800,58368800,68617700,0,0,214789724430866959,450001096,0,0,0,0,252,131072,4,12.34423510798832,23.337015247436181,12.34423510798832,100000001,0,0,5.4868030298379693e-06,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,0,0,0,152444900,400000000,6750624000,26369.625,24672400,51790800,74941900,79616700,0,0,214789724430866959,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,64,64,4,64,64,4,1858388700,400000000,219638800,857.96406249999995,1400,3400,4700,49600,0,0,214789724430866959,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..cfefc81
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0020763004121088194,0.0020763004121088194,5264556100
+"avx2","std::vector_reserved",512,64,4,1,0.0015404775528329976,0.0015404775528329979,7095721700
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,10930800
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.44904364401209412,0.44904364401209412,24342400
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.46085545038682885,0.46085545038682885,23718500
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.96421294050191864,0.96421294050191864,11336500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.62019427170804775,0.62019427170804775,17624800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..d186bce
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,0,0,0,174355700,400000000,7095721700,277176.62890625,25126100,59971100,75412500,80742100,0,0,214717917179419498,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,64,64,4,64,64,4,1643223900,400000000,17624800,688.46875,1100,1700,2300,9100,0,0,214717917179419498,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,128,64,4,128,64,4,1545726200,400000000,24342400,950.875,1500,3200,3600,4200,0,0,214717917179419498,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,256,64,4,256,64,4,1532164300,400000000,23718500,926.50390625,1600,3500,5400,9100,0,0,214717917179419498,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,512,64,4,1481286300,400000000,11336500,442.83203125,1100,1700,2200,3100,0,0,214717917179419498,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,1024,64,4,1024,64,4,1452619100,400000000,10930800,426.984375,1500,2200,2400,2500,0,0,214717917179419498,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,512,64,4,665930500,400000000,5264556100,205646.72265625,20245300,45617900,54064600,57132300,0,0,214717917179419498,450001096,0,0,0,0,98,131072,1,4985.4953667741447,463.64222292946749,4985.4953667741447,100000001,0,0,0.0044596974475302068,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..b935095
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,4.629743710616018e-05,4.6297437106160194e-05,7000387500
+"avx2","std::vector_reserved",512,64,4,1,4.9250233950008283e-05,4.9250233950008262e-05,6580679400
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.4491407982261641,0.4491407982261641,721600
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.49594491201224178,0.49594491201224178,653500
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.47844700324771183,0.47844700324771183,677400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.52350185753513168,0.52350185753513168,619100
+"avx2","tiered_forced_leaf_64",64,64,4,1,1,1,324100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..7985d10
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,512,64,4,1549731600,400000000,619100,2418.359375,2300,3400,5400,16600,0,0,214736077073854533,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,1024,64,4,1024,64,4,1471318700,400000000,721600,2818.75,2800,4400,5100,7000,0,0,214736077073854533,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,512,64,4,653220500,400000000,7000387500,27345263.671875,23960200,61042800,82135900,85269700,0,0,214736077073854533,450001096,0,0,0,0,8,2048,1,1277563.3515983501,61281.113276307864,1277563.3515983501,100000000,2490946024.0835423,0,0.65000000000000002,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,0,0,0,197437300,400000000,6580679400,25705778.90625,24735200,55111100,68181000,72404400,0,0,214736077073854533,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,64,64,4,64,64,4,1645607500,400000000,324100,1266.015625,1200,1800,2000,3000,0,0,214736077073854533,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,128,64,4,128,64,4,1570242800,400000000,653500,2552.734375,2500,3500,4200,4900,0,0,214736077073854533,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,256,64,4,256,64,4,1503388000,400000000,677400,2646.09375,2600,3700,4100,5700,0,0,214736077073854533,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..5bc684d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00013122844783132915,0.00013122844783132915,6666237500
+"avx2","std::vector_reserved",512,64,4,1,0.00014544141419330634,0.00014544141419330639,6014793000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,874800
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.68778992059124144,0.68778992059124144,1271900
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.39680667694819921,0.39680667694819921,2204600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.44801802724572365,0.44801802724572365,1952600
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.37389408898576743,0.37389408898576743,2339700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..ddf6a64
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,1024,64,3,710411300,400000000,6666237500,5207998.046875,17580900,62841300,73950700,1012397000,0,1012397000,214738246706670098,923450056,1,0,0,0,11,4608,1,706605.26372094534,32044.083892653282,32044.083892653282,100000001,0,0,0.33861762816563323,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,0,0,0,128474600,400000000,6014793000,4699057.03125,22006300,53101500,64188100,76108300,0,0,214738246706670098,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,64,64,4,64,64,4,1762293800,400000000,2339700,1827.890625,2300,3600,4600,6300,0,0,214738246706670098,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,128,64,4,128,64,4,1495184000,400000000,1271900,993.671875,1300,2600,2800,3400,0,0,214738246706670098,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,256,64,4,256,64,4,1516737400,400000000,2204600,1722.34375,2600,3800,5300,13000,0,0,214738246706670098,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,512,64,4,1606628600,400000000,1952600,1525.46875,2500,4000,4600,4800,0,0,214738246706670098,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,1024,64,4,1024,64,4,1459138100,400000000,874800,683.4375,1300,2200,2400,2500,0,0,214738246706670098,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..9f05215
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00044465775494833382,0.00044465775494833371,5466001600
+"avx2","std::vector_reserved",512,64,4,1,0.00040197306672951365,0.0004019730667295137,6046425000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,2430500
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.39485013402648039,0.39485013402648039,6155500
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.48809141296489678,0.48809141296489678,4979600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.42117940631119277,0.42117940631119277,5770700
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.31087320773058075,0.3108732077305808,7818300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..470b4d3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,128,64,4,128,64,4,1475379700,400000000,6155500,1202.24609375,1900,3000,4300,14100,0,0,214743653279425984,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,256,64,4,256,64,4,1437932100,400000000,4979600,972.578125,1600,2700,3600,4000,0,0,214743653279425984,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,512,64,4,1585142100,400000000,5770700,1127.08984375,2200,3400,4000,5100,0,0,214743653279425984,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,1024,64,4,1024,64,4,1523579200,400000000,2430500,474.70703125,1400,2100,2400,3700,0,0,214743653279425984,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,512,64,4,664947500,400000000,5466001600,1067578.4375,19063200,46576900,53381900,54510600,0,0,214743653279425984,450001096,0,0,0,0,19,40928,1,57363.357812169917,3102.0548281853044,57363.357812169917,100000001,0,0,0.030985431533819299,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,0,0,0,158861400,400000000,6046425000,1180942.3828125,21978500,49614600,56908000,72787100,0,0,214743653279425984,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,64,64,4,64,64,4,1784494200,400000000,7818300,1527.01171875,2400,3500,3800,4000,0,0,214743653279425984,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..9eb7854
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00017140816173697072,0.00017140816173697064,4932670600
+"avx2","std::vector_reserved",512,64,4,1,0.00016024862246834652,0.00016024862246834658,5276176400
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.79100009355412104,0.79100009355412104,1068900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.93147515699019501,0.93147515699019501,907700
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.87462501293058859,0.87462501293058859,966700
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,845500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.72768740855495306,0.72768740855495306,1161900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..3f8b9b8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/avx2-n100000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,0,0,0,116935800,400000000,5276176400,10305032.03125,19884300,43758600,54284500,64799000,0,0,214735989693662747,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,64,64,4,64,64,4,1626714000,400000000,1161900,2269.3359375,2400,3400,7700,130100,0,0,214735989693662747,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,128,64,4,128,64,4,1471946000,400000000,907700,1772.8515625,2300,3200,3600,3800,0,0,214735989693662747,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,256,64,4,256,64,4,1510662800,400000000,966700,1888.0859375,2300,3300,3800,4800,0,0,214735989693662747,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,512,64,4,1581514900,400000000,845500,1651.3671875,2100,3500,4300,4700,0,0,214735989693662747,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,1024,64,4,1024,64,4,1479256400,400000000,1068900,2087.6953125,2400,3700,4100,170000,0,0,214735989693662747,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,512,64,4,661720500,400000000,4932670600,9634122.265625,18608700,42601200,52575700,60691300,0,0,214735989693662747,450001096,0,0,0,0,8,4064,1,776648.63581946737,42005.381935421734,776648.63581946737,100000001,2985590183.7847614,0,0.44492959146478817,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..824e764
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.42483654390810455,0.42483654390810455,11386850
+"baseline","std::vector_reserved",512,64,4,1,1,1,4837550
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.84561464842896472,0.84561464842896472,5720750
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.37078582788817138,0.37078582788817138,13046750
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.48524713493994032,0.48524713493994032,9969250
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.66443473841800926,0.66443473841800926,7280700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.45317052150371434,0.45317052150371434,10674900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..d4a01ed
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,128,64,4,128,64,4,3200100,400000,10833000,105.791015625,300,900,1200,6400,0,0,6814519168539,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,256,64,4,256,64,4,5077900,400000,6143200,59.9921875,400,900,1300,76400,0,0,6814519168539,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,512,64,4,2347600,400000,6923700,67.6142578125,500,1300,1800,2600,0,0,6814519168539,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,1024,64,4,1024,64,4,2542300,400000,4635000,45.263671875,800,1500,1600,6800,0,0,6814519168539,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,256,64,2,769600,400000,6057200,59.15234375,400,3900,5900,1073500,408100,1073500,6814519168539,401096,2,0,0,0,33,131072,198,1.0000000000000004,17.200000000000003,18.400000000000006,100000,2280652.8000000007,0.125,9.0540859994112566e-38,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,0,0,0,283200,400000,4826700,47.1357421875,2900,6200,7900,662200,0,0,6814519168539,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,64,64,4,64,64,4,2552900,400000,10139700,99.0205078125,200,700,1200,27800,0,0,6814519168539,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,256,64,4,256,64,4,4905200,400000,13795300,134.7197265625,300,900,1400,3300,0,0,5506290902612,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,512,64,4,3783100,400000,7637700,74.5869140625,600,1500,2000,2300,0,0,5506290902612,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,1024,64,4,1024,64,4,2581100,400000,6806500,66.4697265625,1000,2100,2900,162000,0,0,5506290902612,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,256,64,2,1626800,400000,16716500,163.2470703125,600,4200,9000,7512800,7512800,7512800,5506290902612,401096,2,0,0,0,33,131072,198,1.0000000000000004,17.200000000000003,18.400000000000006,100000,2280652.8000000007,0,9.0540859994112566e-38,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,0,0,0,625200,400000,4848400,47.34765625,2700,8600,17900,91100,0,0,5506290902612,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,64,64,4,64,64,4,5241000,400000,11210100,109.4736328125,200,500,800,2900,0,0,5506290902612,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,128,64,4,128,64,4,5146800,400000,15260500,149.0283203125,400,1200,1700,8900,0,0,5506290902612,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..97ed16b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.21722980934319347,0.21722980934319347,4455650
+"baseline","std::vector_reserved",512,64,4,1,0.26239596605850302,0.26239596605850302,3688700
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.69400924963252431,0.69400924963252431,1394650
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.53396960251565384,0.53396960251565384,1812650
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,967900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.95279814933307083,0.95279814933307083,1015850
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.54646567299006321,0.54646567299006321,1771200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-phase-ppm200000.csv
new file mode 100644
index 0000000..2850ec9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-phase-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,64,64,4,64,64,4,3301900,400000,2690000,525.390625,200,400,600,113900,0,0,215881988366452,1071480,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,128,64,4,128,64,4,3587000,400000,2688600,525.1171875,300,600,1000,58400,0,0,215881988366452,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,256,64,4,256,64,4,2796700,400000,760300,148.49609375,400,700,1200,10400,0,0,215881988366452,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,512,64,4,2982400,400000,996500,194.62890625,600,1200,1600,2300,0,0,215881988366452,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,1024,64,4,1024,64,4,2836400,400000,1507400,294.4140625,1000,2000,2900,6200,0,0,215881988366452,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,256,64,2,1736200,400000,3756100,733.61328125,400,6700,9600,1402000,592900,1402000,215881988366452,401096,2,0,0,0,33,38656,16,2.2737426751354013,18.455555582324244,18.743929015580143,100000,636671.52317623189,1,0.0010153451678210151,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,0,0,0,404700,400000,3752300,732.87109375,3500,7000,8700,69900,0,0,215881988366452,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000,5120,1,288356743866119832,128,64,4,128,64,4,4500000,400000,936700,182.94921875,300,1000,1500,2400,0,0,215656286617341,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000,5120,1,288356743866119832,256,64,4,256,64,4,7051200,400000,1175500,229.58984375,400,1600,2400,3900,0,0,215656286617341,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,512,64,4,3022900,400000,1035200,202.1875,600,1400,2100,3300,0,0,215656286617341,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000,5120,1,288356743866119832,1024,64,4,1024,64,4,7390100,400000,1281900,250.37109375,900,1900,2800,7700,0,0,215656286617341,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,256,64,2,1135400,400000,5155200,1006.875,400,6300,9000,1696700,1696700,1696700,215656286617341,401096,2,0,0,0,33,38656,16,2.273295060751138,18.233907120296752,18.724865596005806,100000,635951.91061080445,1,0.0010153451678210151,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,0,0,0,535900,400000,3625100,708.02734375,3400,6500,8100,28300,0,0,215656286617341,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000,5120,1,288356743866119832,64,64,4,64,64,4,45470100,400000,852400,166.484375,200,700,1200,128500,0,0,215656286617341,1071480,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..c0a9809
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.75818506108186545,0.75818506108186545,21950050
+"baseline","std::vector_reserved",512,64,4,1,1,1,16642200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.31283154067964197,0.31283154067964197,53198600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.17238059379542972,0.17238059379542972,96543350
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.19519902038058778,0.19519902038058778,85257600
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.22661611144661778,0.22661611144661778,73437850
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.18559487897222579,0.18559487897222579,89669500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..615319d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,512,64,4,3218200,400000,69956600,68.316992187500006,600,1300,2800,5700,0,0,1989914487193003,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,1024,64,4,1024,64,4,2684800,400000,52105800,50.884570312500003,900,1700,2500,18200,0,0,1989914487193003,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,512,64,4,1229900,400000,23041900,22.501855468750001,3100,5600,9800,57100,0,0,1989914487193003,451096,0,0,0,0,1020,131072,4,1.0107423716435653,17.200786978302069,1.0107423716435653,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,0,0,0,505000,400000,17587300,17.175097656249999,3000,4600,7600,25400,0,0,1989914487193003,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,64,64,4,64,64,4,2498100,400000,72057100,70.368261718750006,200,900,2200,3800,0,0,1989914487193003,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,128,64,4,128,64,4,2851800,400000,88857700,86.775097656249997,300,1100,1800,331000,0,0,1989914487193003,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,256,64,4,256,64,4,3852300,400000,87862800,85.803515625000003,400,800,1400,5500,0,0,1989914487193003,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,1024,64,4,1024,64,4,3006700,400000,54291400,53.018945312500001,900,1700,2100,3600,0,0,1989186316494087,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,512,64,4,1230700,400000,20858200,20.369335937500001,3800,5000,6500,35600,0,0,1989186316494087,451096,0,0,0,0,1020,131072,4,1.0107007362140152,17.207448708596736,1.0107007362140152,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,0,0,0,264800,400000,15697100,15.32919921875,3700,4900,8900,18400,0,0,1989186316494087,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,64,64,4,64,64,4,3420800,400000,107281900,104.76748046874999,400,900,1300,128200,0,0,1989186316494087,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,128,64,4,128,64,4,2738600,400000,104229000,101.7861328125,300,700,1200,18800,0,0,1989186316494087,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,256,64,4,256,64,4,2510800,400000,82652400,80.715234374999994,400,800,1300,5800,0,0,1989186316494087,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,512,64,4,2152400,400000,76919100,75.116308593750006,600,1100,1300,2058000,0,0,1989186316494087,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..85999ab
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.78579008250241389,0.78579008250241389,5230150
+"baseline","std::vector_reserved",512,64,4,1,1,1,4109800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.63268086547564983,0.63268086547564983,6495850
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.59487313097977912,0.59487313097977912,6908700
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.69529174914141667,0.69529174914141667,5910900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.66006038802518308,0.66006038802518308,6226400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.50136937838151063,0.50136937838151063,8197150
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..66fed36
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,128,64,4,128,64,4,3430900,400000,6730400,65.7265625,200,500,900,1800,0,0,6085357550071,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,256,64,4,256,64,4,2941000,400000,5826900,56.9033203125,300,700,900,1700,0,0,6085357550071,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,512,64,4,2657700,400000,6281100,61.3388671875,500,900,1300,11500,0,0,6085357550071,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,1024,64,4,1024,64,4,2636200,400000,6897000,67.353515625,800,1600,2100,3700,0,0,6085357550071,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,512,64,4,890100,400000,4143100,40.4599609375,3000,3500,4600,12200,0,0,6085357550071,451096,0,0,0,0,395,131072,1,9.6002566414047426,20.393072007921738,9.6002566414047426,100001,0,1,0.004473682887553166,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,0,0,0,251200,400000,3987000,38.935546875,3000,4000,5200,15000,0,0,6085357550071,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,64,64,4,64,64,4,2681700,400000,7437100,72.6279296875,200,600,1000,74900,0,0,6085357550071,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,256,64,4,256,64,4,2976500,400000,5994900,58.5439453125,300,600,900,1300,0,0,6037801235676,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,512,64,4,3046200,400000,6171700,60.2705078125,500,1000,1400,2400,0,0,6037801235676,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,1024,64,4,1024,64,4,2215600,400000,6094700,59.5185546875,800,1500,1800,2600,0,0,6037801235676,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,512,64,4,1083500,400000,6317200,61.69140625,3700,8500,10500,14100,0,0,6037801235676,451096,0,0,0,0,395,131072,1,9.6577854237098304,20.816305119376754,9.6577854237098304,100001,0,1,0.004473682887553166,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,0,0,0,432300,400000,4232600,41.333984375,3100,4900,6400,15600,0,0,6037801235676,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,64,64,4,64,64,4,2898300,400000,8957200,87.47265625,200,700,1100,93000,0,0,6037801235676,1073784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,128,64,4,128,64,4,2938500,400000,7087000,69.208984375,200,500,800,80600,0,0,6037801235676,994368,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..52941e6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.11181517826322795,0.11181517826322797,4055800
+"baseline","std::vector_reserved",512,64,4,1,0.10456175138051484,0.10456175138051485,4337150
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.38321784688186583,0.38321784688186583,1183400
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,453500
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.66480979256761707,0.66480979256761707,682150
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.60799034723153234,0.60799034723153234,745900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.76218487394957979,0.76218487394957979,595000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..0614960
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,128,64,2,1338000,400000,4565100,4458.10546875,300,4700,7300,2830100,0,2830100,215170121527631,988624,1,0,0,0,32,5888,1,1255.1331781805152,248.17722076868188,248.17722076868188,100000,0,1,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,0,0,0,909600,400000,3799000,3709.9609375,3200,4800,6700,155300,0,0,215170121527631,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,64,64,4,64,64,4,7241000,400000,536600,524.0234375,200,700,1300,118300,0,0,215170121527631,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,128,64,4,128,64,4,3568000,400000,386100,377.05078125,200,600,900,7600,0,0,215170121527631,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,256,64,4,256,64,4,4240300,400000,449500,438.96484375,400,700,1600,3800,0,0,215170121527631,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,512,64,4,3642200,400000,806500,787.59765625,600,1300,1500,3900,0,0,215170121527631,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,1024,64,4,1024,64,4,6273800,400000,1360100,1328.22265625,1000,2400,3100,92100,0,0,215170121527631,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,0,0,0,645400,400000,4875300,4761.03515625,3600,5100,12300,836200,0,0,215162414994922,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,64,64,4,64,64,4,7685300,400000,653400,638.0859375,200,700,1500,201700,0,0,215162414994922,1073208,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,128,64,4,128,64,4,4142800,400000,520900,508.69140625,300,500,800,126300,0,0,215162414994922,993280,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,256,64,4,256,64,4,3411100,400000,914800,893.359375,300,600,800,455400,0,0,215162414994922,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,512,64,4,4317700,400000,685300,669.23828125,500,900,1100,34100,0,0,215162414994922,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,1024,64,4,1024,64,4,2853600,400000,1006700,983.10546875,800,1500,1800,28200,0,0,215162414994922,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,128,64,2,1418900,400000,3546500,3463.37890625,400,4300,5200,1960000,0,1960000,215162414994922,993280,1,0,0,0,32,5888,1,1257.4030864853059,253.13339499767505,253.13339499767505,100000,0,1,0.65000000000000002,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..bbf33b2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.20187679977446185,0.20187679977446182,2482950
+"baseline","std::vector_reserved",512,64,4,1,0.16002617884621523,0.16002617884621523,3132300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.40960163432073543,0.40960163432073543,1223750
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,501250
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.71367551790417882,0.71367551790417882,702350
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.5660004516711834,0.5660004516711834,885600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.38727497488990187,0.38727497488990187,1294300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..045351c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_localized-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,64,64,4,64,64,4,4004400,400000,1895900,370.29296875,200,700,1300,201400,0,0,223907136138216,1072632,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,128,64,4,128,64,4,2036500,400000,495500,96.77734375,200,400,500,4000,0,0,223907136138216,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,256,64,4,256,64,4,2598900,400000,734400,143.4375,400,700,900,1600,0,0,223907136138216,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,512,64,4,2487700,400000,931400,181.9140625,500,900,1100,5900,0,0,223907136138216,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,1024,64,4,1024,64,4,4543800,400000,1346900,263.06640625,900,1600,1900,5800,0,0,223907136138216,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,128,64,2,1015200,400000,2823400,551.4453125,300,3100,3900,1844100,0,1844100,223907136138216,988624,1,0,0,0,47,35328,1,650.98069379165486,139.16353510243653,139.16353510243653,100001,0,1,0.33638311927479458,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,0,0,0,475700,400000,3033800,592.5390625,3000,4200,7000,11800,0,0,223907136138216,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,128,64,4,128,64,4,2940900,400000,507000,99.0234375,200,400,500,30100,0,0,215790110840440,993280,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,256,64,4,256,64,4,2415500,400000,670300,130.91796875,300,600,700,700,0,0,215790110840440,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,512,64,4,1969400,400000,839800,164.0234375,600,1300,1500,1600,0,0,215790110840440,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,1024,64,4,1024,64,4,1841800,400000,1100600,214.9609375,800,1500,1700,36100,0,0,215790110840440,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,128,64,2,1009800,400000,2142500,418.45703125,300,3100,3200,1111400,0,1111400,215790110840440,988624,1,0,0,0,47,35328,1,649.15973788491976,152.44222344961213,152.44222344961213,100001,0,1,0.33638311927479458,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,0,0,0,373100,400000,3230800,631.015625,3000,4200,5400,113400,0,0,215790110840440,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,64,64,4,64,64,4,2489300,400000,692700,135.29296875,200,400,500,52800,0,0,215790110840440,1073784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..c3d0616
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.76175823695633171,0.76175823695633171,27461600
+"baseline","std::vector_reserved",512,64,4,1,1,1,20919100
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.18944281763940651,0.18944281763940651,110424350
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.151236440007085,0.151236440007085,138320500
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.15235214669550218,0.15235214669550218,137307550
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.12794951770681603,0.12794951770681601,163494950
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.16058682732181542,0.16058682732181542,130266600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..c42f9c2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm0.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,64,64,4,64,64,4,1964000,400000,115013600,57.506799999999998,0,0,0,0,0,0,4374038714201696,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,128,64,4,128,64,4,2118500,400000,125595100,62.797550000000001,0,0,0,0,0,0,4374038714201696,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,256,64,4,256,64,4,1834500,400000,96024600,48.012300000000003,0,0,0,0,0,0,4374038714201696,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,512,64,4,1794800,400000,92585500,46.292749999999998,0,0,0,0,0,0,4374038714201696,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,1024,64,4,1024,64,4,2721700,400000,107869500,53.934750000000001,0,0,0,0,0,0,4374038714201696,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,512,64,4,1170800,400000,28356300,14.17815,0,0,0,0,0,0,4374038714201696,451096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,64,64,4,64,64,4,2029000,400000,145519600,72.759799999999998,0,0,0,0,0,0,4375373256269382,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,128,64,4,128,64,4,2714900,400000,151045900,75.522949999999994,0,0,0,0,0,0,4375373256269382,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,256,64,4,256,64,4,3372600,400000,178590500,89.295249999999996,0,0,0,0,0,0,4375373256269382,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,512,64,4,2428700,400000,234404400,117.2022,0,0,0,0,0,0,4375373256269382,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,1024,64,4,1024,64,4,2419100,400000,112979200,56.489600000000003,0,0,0,0,0,0,4375373256269382,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,512,64,4,1158700,400000,26566900,13.28345,0,0,0,0,0,0,4375373256269382,451096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,0,0,0,306300,400000,24219100,12.10955,0,0,0,0,0,0,4375373256269382,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..62d7879
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,2.225947582317326,2.225947582317326,103690200
+"baseline","std::vector_reserved",512,64,4,1,1,1,230808950
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.647843582716776,0.647843582716776,356272650
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.26797698227356881,0.26797698227356881,861301400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.56382175715516536,0.56382175715516536,409365100
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.61774472501790534,0.61774472501790534,373631600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.43962633972027099,0.43962633972027099,525011650
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..7abdbe5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm100.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,256,64,4,256,64,4,4159500,400000,434982600,54.372824999999999,800,1600,2400,3500,0,0,17424870186583453,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,512,64,4,1988400,400000,400490700,50.0613375,800,1700,2800,4300,0,0,17424870186583453,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,1024,64,4,1024,64,4,2452400,400000,370242800,46.280349999999999,1100,1900,2200,3000,0,0,17424870186583453,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,512,64,4,1002200,400000,122688000,15.336,3800,8000,9000,91900,0,0,17424870186583453,451096,0,0,0,0,796,131072,39,1.0000000000000004,17.200000000000003,1.0000000000000004,100001,0,0,1.3999440022399103e-05,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,0,0,0,229800,400000,399856500,49.982062499999998,4000,10900,48400,6393600,0,0,17424870186583453,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,64,64,4,64,64,4,2960300,400000,583036500,72.879562500000006,800,1500,2000,3200,0,0,17424870186583453,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,256,64,4,256,64,4,2613600,400000,383747600,47.968449999999997,700,1300,1700,2900,0,0,17418471373277146,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,512,64,4,512,64,4,1985600,400000,346772500,43.346562499999997,700,1300,1800,2500,0,0,17418471373277146,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,512,64,4,512,64,4,772400,400000,84692400,10.586550000000001,3600,8600,11700,65200,0,0,17418471373277146,451096,0,0,0,0,796,131072,39,1.0000000000000004,17.200000000000003,1.0000000000000004,100001,0,0,1.3999440022399103e-05,"vector","ok"
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+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,128,64,4,128,64,4,1907700,400000,386179300,48.272412500000002,500,1200,2300,4000,0,0,17418471373277146,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..47ab1d7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.61195151272290127,0.61195151272290127,13974800
+"baseline","std::vector_reserved",512,64,4,1,1,1,8551900
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.18606761130299981,0.18606761130299981,45961250
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.1636058758765557,0.1636058758765557,52271350
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.1603013370472493,0.16030133704724933,53348900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.17536243771402793,0.17536243771402793,48767000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.15855364457945806,0.15855364457945806,53936950
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..928a49d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,512,64,4,0,0,0,111200,400000,8464100,8.2657226562500004,2900,6400,9100,18000,0,0,1990080309278162,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,512,64,4,512,64,4,2486200,400000,49360800,48.203906250000003,600,1200,2000,3000,0,0,1990080309278162,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000,1024000,0,14931045569086705962,1024,64,4,1024,64,4,1879000,400000,45223300,44.163378906250003,900,1600,1800,2800,0,0,1990080309278162,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,64,64,4,64,64,4,2088700,400000,53240000,51.9921875,300,600,700,1000,0,0,1988237885430293,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,128,64,4,128,64,4,2554500,400000,52355600,51.128515624999999,300,600,900,1400,0,0,1988237885430293,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,256,64,4,256,64,4,1716700,400000,52721600,51.485937499999999,400,800,1200,2200,0,0,1988237885430293,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,512,64,4,512,64,4,2392400,400000,48173200,47.044140624999997,600,1000,1500,2900,0,0,1988237885430293,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,1024,64,4,1024,64,4,1739200,400000,46699200,45.604687499999997,900,1600,1900,4300,0,0,1988237885430293,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000,1024000,1,5837442949505297727,512,64,4,512,64,4,1169000,400000,15480500,15.11767578125,3800,7800,9000,80900,0,0,1988237885430293,451096,0,0,0,0,1020,131072,4,1.0207846792606174,17.21246603733654,1.0207846792606174,100001,0,0,1.9472243052797072e-05,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..b7d0227
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.77676293108168781,0.77676293108168781,4565550
+"baseline","std::vector_reserved",512,64,4,1,1,1,3546350
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.65582668355694462,0.65582668355694462,5407450
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.56628343313373253,0.56628343313373253,6262500
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.63103997437654025,0.63103997437654025,5619850
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.51115611352138257,0.51115611352138257,6937900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.60107117736290372,0.60107117736290372,5900050
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..1025f0e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,512,64,4,512,64,4,2413500,400000,8089500,78.9990234375,600,1500,1900,2200,0,0,6080142278894,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,1024,64,4,1024,64,4,2455800,400000,5609700,54.7822265625,900,1800,2800,3400,0,0,6080142278894,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,512,64,4,512,64,4,849000,400000,3791200,37.0234375,2500,5700,6300,8800,0,0,6080142278894,451096,0,0,0,0,395,131072,1,8.5964552079259082,22.629214601010361,8.5964552079259082,100001,0,0,0.004473682887553166,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,512,64,4,0,0,0,213300,400000,3567500,34.8388671875,2700,6100,8100,44700,0,0,6080142278894,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,64,64,4,64,64,4,2056100,400000,5857600,57.203125,200,500,600,1100,0,0,6080142278894,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,128,64,4,128,64,4,2416300,400000,6125600,59.8203125,300,600,900,200900,0,0,6080142278894,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,256,64,4,256,64,4,2540400,400000,5939300,58.0009765625,400,800,1200,1500,0,0,6080142278894,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,1024,64,4,1024,64,4,3208300,400000,5205200,50.83203125,900,1600,2200,3000,0,0,6408135346916,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,512,64,4,1196300,400000,5339900,52.1474609375,3100,9600,16600,104600,0,0,6408135346916,451096,0,0,0,0,395,131072,1,8.451447985908894,22.229729470166824,8.451447985908894,100001,0,0,0.004473682887553166,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,0,0,0,425500,400000,3525200,34.42578125,2600,6100,8700,22600,0,0,6408135346916,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,64,64,4,64,64,4,2738300,400000,5942500,58.0322265625,200,500,800,5500,0,0,6408135346916,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,128,64,4,128,64,4,2194300,400000,6399400,62.494140625,300,700,900,16500,0,0,6408135346916,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,256,64,4,256,64,4,2510900,400000,5300400,51.76171875,300,600,1000,8500,0,0,6408135346916,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,512,64,4,2056800,400000,5786300,56.5068359375,600,1200,1700,2100,0,0,6408135346916,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..a9ec51d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.10697002527988442,0.10697002527988443,3461250
+"baseline","std::vector_reserved",512,64,4,1,0.074290701874071982,0.074290701874071996,4983800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.28591837522684271,0.28591837522684271,1294950
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,370250
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.68558466808628826,0.68558466808628826,540050
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.4451457769762549,0.4451457769762549,831750
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.5409848042080655,0.5409848042080655,684400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..3d7f930
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,64,64,4,64,64,4,4423900,400000,740000,722.65625,200,800,1200,354400,0,0,215171426186802,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,128,64,4,128,64,4,3013900,400000,355000,346.6796875,300,600,1000,1300,0,0,215171426186802,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,256,64,4,256,64,4,4543200,400000,586800,573.046875,400,1200,1800,3000,0,0,215171426186802,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,512,64,4,3250200,400000,743900,726.46484375,600,1400,2000,5100,0,0,215171426186802,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,1024,64,4,1024,64,4,3800100,400000,1299100,1268.65234375,1000,2900,3900,5500,0,0,215171426186802,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,256,64,2,1296400,400000,3021600,2950.78125,500,5800,9300,1511900,0,1511900,215171426186802,952664,1,0,0,0,32,5888,1,1144.2765718558885,564.93015204487926,564.93015204487926,100000,0,0,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,0,0,0,595600,400000,5239200,5116.40625,3800,12700,25100,403800,0,0,215171426186802,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,128,64,4,128,64,4,3120100,400000,385500,376.46484375,300,600,1000,1400,0,0,215124750901873,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,256,64,4,256,64,4,2870600,400000,493300,481.73828125,400,1000,1400,12900,0,0,215124750901873,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,512,64,4,2910800,400000,919600,898.046875,700,2000,3300,7500,0,0,215124750901873,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,1024,64,4,1024,64,4,2689200,400000,1290800,1260.546875,1000,2900,3700,8700,0,0,215124750901873,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,256,64,2,1296900,400000,3900900,3809.47265625,700,6000,22100,1861200,0,1861200,215124750901873,952664,1,0,0,0,32,5888,1,1410.2933180434334,520.25399677525627,520.25399677525627,100000,0,0,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,0,0,0,630000,400000,4728400,4617.578125,3600,10300,27900,45300,0,0,215124750901873,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,64,64,4,64,64,4,3483700,400000,628800,614.0625,400,1300,1900,2700,0,0,215124750901873,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..3839bd0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.51148811986845832,0.51148811986845832,2295850
+"baseline","std::vector_reserved",512,64,4,1,0.34411217418059808,0.34411217418059808,3412550
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.72202410231185443,0.72202410231185443,1626400
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,1174300
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.74259335377999813,0.74259335377999813,1581350
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.71230134659711275,0.71230134659711275,1648600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.5785156538660492,0.5785156538660492,2029850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..65b9199
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,256,64,4,256,64,4,2656600,400000,1821800,355.8203125,800,1700,2300,9500,0,0,224022938705587,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,512,64,4,3607700,400000,2495100,487.32421875,1300,3100,4100,6300,0,0,224022938705587,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,1024,64,4,1024,64,4,2876400,400000,2088900,407.98828125,1100,3600,5000,7000,0,0,224022938705587,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,256,64,2,956600,400000,2108400,411.796875,400,4000,6100,1096400,0,1096400,224022938705587,952664,1,0,0,0,47,35328,1,805.90151436334736,254.15924992349798,254.15924992349798,100001,0,0,0.33638311927479458,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,0,0,0,645100,400000,3048800,595.46875,2700,6200,8100,18600,0,0,224022938705587,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,64,64,4,64,64,4,3282500,400000,2247200,438.90625,700,1700,2400,3100,0,0,224022938705587,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,128,64,4,128,64,4,3685900,400000,1055900,206.23046875,400,1200,1800,5000,0,0,224022938705587,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,512,64,4,512,64,4,2852600,400000,802100,156.66015625,500,1100,1500,1900,0,0,215899524808229,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,1024,64,4,1024,64,4,2350200,400000,1163900,227.32421875,900,1700,2200,7600,0,0,215899524808229,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,512,64,4,256,64,2,1090500,400000,2483300,485.01953125,400,4100,6200,1430700,0,1430700,215899524808229,952664,1,0,0,0,47,35328,1,714.16610709814256,293.48540946461804,293.48540946461804,100001,0,0,0.33638311927479458,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,512,64,4,0,0,0,480100,400000,3776300,737.55859375,3000,6900,9000,257400,0,0,215899524808229,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,64,64,4,64,64,4,3017400,400000,1812500,354.00390625,600,1300,1800,2800,0,0,215899524808229,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,128,64,4,128,64,4,2668200,400000,1292700,252.48046875,500,1200,1600,5500,0,0,215899524808229,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,256,64,4,256,64,4,5707200,400000,1340900,261.89453125,600,1600,2100,14400,0,0,215899524808229,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..9e0b4e8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.4312662088763477,0.4312662088763477,6130900
+"baseline","std::vector_reserved",512,64,4,1,0.42908609959347943,0.42908609959347943,6162050
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,2644050
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.59576841180248086,0.59576841180248086,4438050
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.66317611206561411,0.66317611206561411,3986950
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.84320885288771252,0.84320885288771252,3135700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.57219991992815178,0.57219991992815178,4620850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..a4b7412
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm50000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,0,0,0,446000,400000,7967000,389.013671875,6700,17000,21100,58500,0,0,253316827165376,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,64,64,4,64,64,4,3302100,400000,5618500,274.3408203125,500,1500,2000,2800,0,0,253316827165376,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,256,64,4,256,64,4,3336900,400000,5182400,253.046875,700,1800,2300,8900,0,0,253316827165376,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,512,64,4,2476500,400000,3215600,157.01171875,800,1600,2000,2600,0,0,253316827165376,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,1024,64,4,1024,64,4,2492200,400000,3121900,152.4365234375,1100,2300,2700,6000,0,0,253316827165376,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,0,0,0,285800,400000,4357100,212.7490234375,4000,8700,9600,23900,0,0,252495084839229,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,64,64,4,64,64,4,2856300,400000,3623200,176.9140625,400,900,1100,1300,0,0,252495084839229,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,128,64,4,128,64,4,2661100,400000,3406500,166.3330078125,500,1000,1300,8100,0,0,252495084839229,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,256,64,4,256,64,4,2434100,400000,2791500,136.3037109375,600,1200,1500,2300,0,0,252495084839229,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,512,64,4,2403400,400000,3055800,149.208984375,800,1600,2000,5000,0,0,252495084839229,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,1024,64,4,1024,64,4,2352100,400000,2166200,105.771484375,900,1700,2400,3100,0,0,252495084839229,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,512,64,4,1262300,400000,4462000,217.87109375,4000,8200,9100,19300,0,0,252495084839229,451096,0,0,0,0,76,131072,1,59.089435330502283,42.670336199447959,59.089435330502283,100001,0,0,0.031001312921062472,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..a09e3ce
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.14120017861845499,0.14120017861845496,4366850
+"baseline","std::vector_reserved",512,64,4,1,0.077520256976005925,0.077520256976005938,7954050
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.33002381780715606,0.33002381780715606,1868350
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,616600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.6721534855834741,0.6721534855834741,917350
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.38203221809169763,0.38203221809169763,1614000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.63088965058576763,0.63088965058576763,977350
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..98d098b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000-steady_uniform-ppm500000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,1024,64,4,1024,64,4,3390500,400000,1272600,621.38671875,1100,2200,3100,29600,0,0,213595643033546,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,512,64,4,256,64,2,1834400,400000,4189300,2045.556640625,1200,6700,9800,1840600,0,1840600,213595643033546,952664,1,0,0,0,35,12032,1,866.64164453623005,372.20583383476907,372.20583383476907,100001,0,0,0.41770262349693482,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,128,64,4,128,64,4,4785900,400000,449400,219.43359375,300,600,900,1400,0,0,213595643033546,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,256,64,4,256,64,4,3391900,400000,812000,396.484375,500,1700,2400,5900,0,0,213595643033546,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,512,64,4,256,64,2,1546800,400000,4544400,2218.9453125,1000,8600,22300,1956800,0,1956800,213763614900049,952664,1,0,0,0,35,12032,1,925.38187131154973,362.79651997350373,362.79651997350373,100001,0,0,0.41770262349693482,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,64,64,4,64,64,4,4395400,400000,929800,454.00390625,400,1800,2800,17800,0,0,213763614900049,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,128,64,4,128,64,4,4112200,400000,783800,382.71484375,400,1500,2100,3400,0,0,213763614900049,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,256,64,4,256,64,4,4244900,400000,1022700,499.365234375,500,2100,3100,14900,0,0,213763614900049,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,512,64,4,512,64,4,3745200,400000,1376400,672.0703125,900,2800,3800,32600,0,0,213763614900049,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..3919e77
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.18729939968418075,0.18729939968418075,115730750
+"baseline","std::vector_reserved",512,64,4,1,0.043233599517328553,0.043233599517328553,501376250
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.42965992003948472,0.42965992003948472,50449900
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,21676300
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.91750175129680622,0.91750175129680622,23625350
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.79523730035421247,0.79523730035421247,27257650
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.84276191605544981,0.84276191605544981,25720550
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..c763c80
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,512,64,4,0,0,0,3671500,4000000,424459500,4145.1123046875,340600,1080700,1467400,6536700,0,0,2084602312146957,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,64,64,4,64,64,4,42988700,4000000,20515800,200.349609375,400,800,1200,18800,0,0,2084602312146957,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,128,64,4,128,64,4,21676800,4000000,16951200,165.5390625,500,1000,1500,20000,0,0,2084602312146957,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,256,64,4,256,64,4,21820500,4000000,20217300,197.4345703125,700,1400,2000,2700,0,0,2084602312146957,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,512,64,4,512,64,4,26635500,4000000,19266600,188.150390625,800,1200,1500,2100,0,0,2084602312146957,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",1000000,102400,0,15899758417996371693,1024,64,4,1024,64,4,20294000,4000000,22409600,218.84375,1800,3200,3900,6300,0,0,2084602312146957,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,0,0,0,3835800,4000000,578293000,5647.392578125,474400,1515600,1960900,4133200,0,0,2080314261239396,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,64,64,4,64,64,4,40777100,4000000,30925300,302.0048828125,700,1300,1700,444700,0,0,2080314261239396,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,128,64,4,128,64,4,27982000,4000000,26401400,257.826171875,700,1300,1700,3800,0,0,2080314261239396,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,256,64,4,256,64,4,23440600,4000000,27033400,263.998046875,800,1500,2100,3200,0,0,2080314261239396,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,512,64,4,31888400,4000000,35248700,344.2255859375,1300,2400,3000,16500,0,0,2080314261239396,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,1024,64,4,1024,64,4,68254400,4000000,78490200,766.505859375,2000,3600,5100,3731600,0,0,2080314261239396,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,1024,64,2,15467900,4000000,143311100,1399.5224609375,1800,485500,1976100,29364200,9828500,29364200,2080314261239396,4001096,2,0,0,0,33,131072,198,1.0000000000000004,19.200000000000003,20.800000000000004,1000000,2595225.6000000006,0,9.0540859994112566e-38,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..38f400f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.012709230185615804,0.012709230185615804,271121850
+"baseline","std::vector_reserved",512,64,4,1,0.0032517364456640342,0.0032517364456640338,1059664600
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.85517335517335513,0.85517335517335513,4029300
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.52798719009530815,0.52798719009530815,6526200
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,3445750
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.8042549715246009,0.8042549715246009,4284400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.61722479467636338,0.61722479467636338,5582650
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-phase-ppm200000.csv
new file mode 100644
index 0000000..86d7fa9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-phase-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,1024,64,4,1024,64,4,35379400,4000000,3858800,753.671875,1600,4700,6300,42500,0,0,2152476462000353,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,1024,64,2,14917600,4000000,275666800,53841.171875,3100,1614100,2181100,26117000,0,26117000,2152476462000353,9245080,1,0,0,0,33,38656,16,13.706022552819377,20.159975270199602,21.967121980402055,1000000,0,1,0.00065997435908365985,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,0,0,0,10443200,4000000,1082412900,211408.76953125,1048600,2118600,2781200,5377900,0,0,2152476462000353,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,64,64,4,64,64,4,61089800,4000000,8081500,1578.41796875,1800,4400,5900,289500,0,0,2152476462000353,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,128,64,4,128,64,4,85783100,4000000,8911400,1740.5078125,1300,4500,5800,1654200,0,0,2152476462000353,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,256,64,4,256,64,4,40575200,4000000,3777300,737.75390625,1600,3900,5100,8500,0,0,2152476462000353,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,512,64,4,37174000,4000000,4365500,852.63671875,1500,3500,5100,793100,0,0,2152476462000353,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,512,64,2,13353300,4000000,266576900,52065.80078125,2900,1476600,2070400,27868500,0,27868500,2152615473104813,9328048,1,0,0,0,33,38400,16,13.722850575375599,20.133256244499126,21.666741889736095,1000000,0,1,0.00065997435908365985,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,0,0,0,8763600,4000000,1036916300,202522.71484375,948400,2148300,2895500,6307400,0,0,2152615473104813,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,64,64,4,64,64,4,42731900,4000000,3083800,602.3046875,800,2300,3400,17500,0,0,2152615473104813,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,128,64,4,128,64,4,38337900,4000000,4141000,808.7890625,900,2100,2900,23900,0,0,2152615473104813,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,256,64,4,256,64,4,47521900,4000000,3114200,608.2421875,1100,2900,4000,116200,0,0,2152615473104813,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,512,64,4,39613500,4000000,4203300,820.95703125,1200,3200,4300,79900,0,0,2152615473104813,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,1024,64,4,1024,64,4,39832800,4000000,4199800,820.2734375,1900,5400,7000,15600,0,0,2152615473104813,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..2205bf1
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.38994104405616892,0.38994104405616892,1107818750
+"baseline","std::vector_reserved",512,64,4,1,0.379007688657516,0.379007688657516,1139776350
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,431984000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.84001121612072338,0.84001121612072338,514259800
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.72167124535584426,0.72167124535584426,598588350
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.73597546384995693,0.73597546384995693,586954350
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.56880474948489657,0.56880474948489657,759459200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..3b2ddc8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,64,64,4,64,64,4,48118800,4000000,545011400,532.23769531250002,1200,2300,3400,20700,0,0,119105681675008,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,128,64,4,128,64,4,30844800,4000000,495970000,484.345703125,1200,2700,3800,93500,0,0,119105681675008,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,256,64,4,256,64,4,28618100,4000000,479634200,468.39277343750001,1400,3200,4900,20600,0,0,119105681675008,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,512,64,4,73373000,4000000,644578000,629.470703125,1900,4400,6500,22300,0,0,119105681675008,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,1024,64,4,1024,64,4,35496600,4000000,389979500,380.83935546875,2200,4700,6300,10500,0,0,119105681675008,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,512,64,4,15406600,4000000,1035378200,1011.1115234375,725200,985100,1169900,76682600,0,0,119105681675008,4501096,0,0,0,0,1020,131072,4,1.1065149301902983,19.208182158677957,1.1065149301902983,1000001,0,1,6.8727974304203696e-06,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,0,0,0,31147600,4000000,1202939500,1174.74560546875,651000,1733300,6786700,65142600,0,0,119105681675008,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,128,64,4,128,64,4,34902700,4000000,532549600,520.06796874999998,1500,3800,5900,17600,0,0,120633346547338,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,256,64,4,256,64,4,34948600,4000000,717542500,700.72509765625,1900,5000,6400,1288200,0,0,120633346547338,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,512,64,4,36456200,4000000,529330700,516.92451171874995,2200,5400,6800,16700,0,0,120633346547338,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,1024,64,4,1024,64,4,41310000,4000000,473988500,462.87939453125,2700,6300,8400,37400,0,0,120633346547338,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,512,64,4,12437700,4000000,1180259300,1152.59697265625,740100,1068600,1561900,129402600,0,0,120633346547338,4501096,0,0,0,0,1020,131072,4,1.1054442391289472,19.208384161909024,1.1054442391289472,1000001,0,1,6.8727974304203696e-06,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,0,0,0,5354000,4000000,1076613200,1051.380078125,809900,1198600,1462100,67152100,0,0,120633346547338,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,64,64,4,64,64,4,93623000,4000000,973907000,951.0810546875,1500,3900,5600,920500,0,0,120633346547338,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..53bf71e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.049634997503149966,0.049634997503149959,793700050
+"baseline","std::vector_reserved",512,64,4,1,0.061101951618231648,0.061101951618231648,644747000
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,39395300
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.47909020374707828,0.47909020374707828,82229400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.73059857813005646,0.73059857813005646,53921950
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.94683625229226598,0.94683625229226598,41607300
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.68609738172116042,0.68609738172116042,57419400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..b922a93
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,512,64,4,13749300,4000000,963580100,9409.9619140625,882400,1338900,1564200,6797200,0,0,2081090021555919,4501096,0,0,0,0,395,131072,1,86.19821178253197,25.262513974258994,86.19821178253197,1000001,0,1,0.0044610834419307891,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,0,0,0,4009600,4000000,646340300,6311.9169921875,546300,847000,1135300,34843600,0,0,2081090021555919,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,64,64,4,64,64,4,33951400,4000000,58881700,575.0166015625,900,2300,3100,4500,0,0,2081090021555919,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,128,64,4,128,64,4,32712400,4000000,54355100,530.8115234375,1000,2500,3500,15800,0,0,2081090021555919,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,256,64,4,256,64,4,43003400,4000000,52078000,508.57421875,1200,2900,3800,5900,0,0,2081090021555919,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,512,64,4,29063300,4000000,42613600,416.1484375,1100,2700,3600,5600,0,0,2081090021555919,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,1024,64,4,1024,64,4,29647800,4000000,43521800,425.017578125,1300,3600,4900,22300,0,0,2081090021555919,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,0,0,0,4963500,4000000,643153700,6280.7978515625,610900,882000,984300,1119700,0,0,2080943029596723,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,64,64,4,64,64,4,38798500,4000000,55957100,546.4560546875,800,2500,3700,5100,0,0,2080943029596723,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,128,64,4,128,64,4,32451600,4000000,110103700,1075.2314453125,1200,3200,4200,5300,0,0,2080943029596723,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,256,64,4,256,64,4,30129000,4000000,55765900,544.5888671875,1000,2400,3500,4500,0,0,2080943029596723,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,512,64,4,38667600,4000000,40601000,396.494140625,1000,2700,3800,10400,0,0,2080943029596723,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,1024,64,4,1024,64,4,27350300,4000000,35268800,344.421875,1200,2700,3800,15500,0,0,2080943029596723,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,512,64,4,13039700,4000000,623820000,6091.9921875,581300,880500,1015800,9905800,0,0,2080943029596723,4501096,0,0,0,0,395,131072,1,86.64298219073568,24.944737972577812,86.64298219073568,1000001,0,1,0.0044610834419307891,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..097387a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0028669009889643504,0.0028669009889643517,238218900
+"baseline","std::vector_reserved",512,64,4,1,0.001008705634011259,0.0010087056340112588,677055800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.44249708435920693,0.44249708435920693,1543400
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,682950
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.95231123195984102,0.95231123195984102,717150
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.6456934858655573,0.6456934858655573,1057700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.99555393586005836,0.99555393586005836,686000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..2717e2f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,256,64,4,256,64,4,28361100,4000000,573300,559.86328125,400,1400,1900,5600,0,0,2148700591762538,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,512,64,4,29726700,4000000,882100,861.42578125,600,2200,3300,4900,0,0,2148700591762538,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,1024,64,4,1024,64,4,29193200,4000000,1319100,1288.18359375,1000,2600,4200,66300,0,0,2148700591762538,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,256,64,2,11488900,4000000,184853400,180520.8984375,600,727600,838600,14285500,0,14285500,2148700591762538,9511376,1,0,0,0,32,5888,1,12506.517788852125,717.58880424835559,717.58880424835559,1000000,0,1,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,0,0,0,4411500,4000000,633089300,618251.26953125,586800,941000,1177500,1761600,0,0,2148700591762538,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,64,64,4,64,64,4,39558500,4000000,856000,835.9375,600,1900,2600,5900,0,0,2148700591762538,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,128,64,4,128,64,4,36979800,4000000,637300,622.36328125,400,1400,2400,7500,0,0,2148700591762538,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,512,64,4,33047800,4000000,1233300,1204.39453125,800,3300,4100,31300,0,0,2148684364640333,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,1024,64,4,1024,64,4,34171600,4000000,1767700,1726.26953125,900,2400,3800,628700,0,0,2148684364640333,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,256,64,2,14465600,4000000,291584400,284750.390625,900,961800,1188600,15901100,0,15901100,2148684364640333,9511376,1,0,0,0,32,5376,1,12503.497087903634,691.93874135155784,691.93874135155784,1000000,0,1,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,0,0,0,6717700,4000000,721022300,704123.33984375,625000,1028000,1385900,20651400,0,0,2148684364640333,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,64,64,4,64,64,4,37136100,4000000,516000,503.90625,400,1200,1800,3600,0,0,2148684364640333,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,128,64,4,128,64,4,34255400,4000000,728600,711.5234375,400,1700,2400,12500,0,0,2148684364640333,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,256,64,4,256,64,4,29295600,4000000,861000,840.8203125,600,1900,2700,5900,0,0,2148684364640333,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..4332629
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.014665471378343536,0.014665471378343538,145181150
+"baseline","std::vector_reserved",512,64,4,1,0.0028311854717361471,0.0028311854717361484,752034800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.61905592626513728,0.61905592626513728,3439350
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,2129150
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.87914197823977536,0.87914197823977536,2421850
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.66870288944723622,0.66870288944723622,3184000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.86021049229339641,0.86021049229339641,2475150
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..d09ba6b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_localized-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,1024,64,4,1024,64,4,61886500,4000000,2550900,498.22265625,1000,2800,4200,7100,0,0,2152607228920471,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,256,64,2,13293800,4000000,160602700,31367.71484375,700,578700,992600,47552500,0,47552500,2152607228920471,9511376,1,0,0,0,47,33280,1,6465.7348915041202,360.07055745992744,360.07055745992744,1000001,0,1,0.33637051982917221,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,0,0,0,4547600,4000000,660205300,128946.34765625,609100,933200,1158100,5625800,0,0,2152607228920471,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,64,64,4,64,64,4,31241000,4000000,2677700,522.98828125,500,1200,1700,3600,0,0,2152607228920471,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,128,64,4,128,64,4,37187300,4000000,1944600,379.8046875,500,1100,1600,3800,0,0,2152607228920471,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,256,64,4,256,64,4,20859900,4000000,2131400,416.2890625,400,1100,1500,2700,0,0,2152607228920471,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,512,64,4,35973500,4000000,3306300,645.76171875,700,2700,4100,39700,0,0,2152607228920471,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,512,64,4,256,64,2,12639300,4000000,129759600,25343.671875,700,656600,853200,16868300,0,16868300,2152457081764234,9511376,1,0,0,0,47,35328,1,6491.4726633063174,356.92134241014912,388.43563306069723,1000001,0,1,0.33637051982917221,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,512,64,4,0,0,0,3537900,4000000,843864300,164817.24609375,622000,944800,2310400,48786800,0,0,2152457081764234,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,64,64,4,64,64,4,32631400,4000000,2272600,443.8671875,400,1200,1800,4300,0,0,2152457081764234,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,128,64,4,128,64,4,28474300,4000000,2313700,451.89453125,300,1000,1400,5800,0,0,2152457081764234,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,256,64,4,256,64,4,24967100,4000000,2712300,529.74609375,500,1600,2300,4800,0,0,2152457081764234,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,512,64,4,512,64,4,32218800,4000000,3061700,597.98828125,700,2500,3900,33600,0,0,2152457081764234,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,1024,64,4,1024,64,4,29237400,4000000,4327800,845.2734375,1000,2500,3500,4800,0,0,2152457081764234,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..4de3ba5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.70390806338584921,0.70390806338584921,262781050
+"baseline","std::vector_reserved",512,64,4,1,1,1,184973700
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.2430696572427645,0.24306965724276453,760990500
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.2378406909418673,0.23784069094186733,777721000
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.18814764732923822,0.18814764732923822,983130550
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.19205082075762361,0.19205082075762361,963149750
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.14952514570265873,0.14952514570265873,1237074200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..344c4fc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm0.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,512,64,4,512,64,4,35524700,4000000,813210300,406.60514999999998,0,0,0,0,0,0,2506684106275713,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,1024,64,4,1024,64,4,32049300,4000000,797472700,398.73635000000002,0,0,0,0,0,0,2506684106275713,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,512,64,4,512,64,4,14162100,4000000,319284300,159.64214999999999,0,0,0,0,0,0,2506684106275713,4501096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,64,64,4,64,64,4,41771800,4000000,1362676500,681.33825000000002,0,0,0,0,0,0,2506684106275713,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,128,64,4,128,64,4,27710300,4000000,860457200,430.22859999999997,0,0,0,0,0,0,2506684106275713,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,256,64,4,256,64,4,28294300,4000000,774185800,387.09289999999999,0,0,0,0,0,0,2506684106275713,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,1024,64,4,1024,64,4,29162400,4000000,724508300,362.25414999999998,0,0,0,0,0,0,2506298225672477,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,512,64,4,12200900,4000000,206277800,103.13890000000001,0,0,0,0,0,0,2506298225672477,4501096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,0,0,0,3322500,4000000,171173400,85.586699999999993,0,0,0,0,0,0,2506298225672477,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,128,64,4,128,64,4,26352300,4000000,694984800,347.49239999999998,0,0,0,0,0,0,2506298225672477,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,256,64,4,256,64,4,25904800,4000000,1192075300,596.03764999999999,0,0,0,0,0,0,2506298225672477,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,512,64,4,58684500,4000000,1113089200,556.54459999999995,0,0,0,0,0,0,2506298225672477,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..8cb7f11
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.68931679066067597,0.68931679066067597,894317400
+"baseline","std::vector_reserved",512,64,4,1,1,1,616468000
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.26954064523203758,0.26954064523203758,2287105900
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.15910639147549133,0.15910639147549133,3874564650
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.33067240426925859,0.33067240426925865,1864286200
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.50889308975639558,0.50889308975639558,1211390000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.33171941086265005,0.33171941086265005,1858401950
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..9f93b7a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm100.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,256,64,4,256,64,4,46445800,4000000,2389293500,298.66168750000003,1300,2700,4000,98300,0,0,16521931868189982,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,1024,64,4,1024,64,4,18382600,4000000,1213931900,151.74148750000001,1600,2700,3700,19400,0,0,16521931868189982,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",1000000,8000000,1,8221543373997720173,1024,64,4,1024,64,4,24047200,4000000,3360279900,420.0349875,3400,6400,8400,252400,0,0,16525585794413520,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..cbe3426
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.6433660116977864,0.6433660116977864,281822550
+"baseline","std::vector_reserved",512,64,4,1,0.71567939987388829,0.71567939987388829,253346750
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.85578666485422983,0.85578666485422983,211869450
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.92586447909126768,0.92586447909126768,195833250
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,181315050
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.79971070782416465,0.79971070782416465,226725800
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.91248266275869983,0.91248266275869983,198705200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..8e5b8ea
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,512,64,4,512,64,4,20878300,4000000,231187400,225.76894531249999,1400,2600,3300,4900,0,0,120013231680748,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",1000000,1024000,0,14931045524136349994,128,64,4,128,64,4,19529100,4000000,261162900,255.04189453124999,900,1700,2500,5200,0,0,120013231680748,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,512,64,4,512,64,4,20194300,4000000,222264200,217.05488281250001,1300,2400,2900,5300,0,0,118791499230052,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,1024,64,4,1024,64,4,19979200,4000000,194915600,190.34726562500001,1600,2900,3400,4200,0,0,118791499230052,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,128,64,4,128,64,4,15300900,4000000,130503600,127.44492187500001,500,900,1200,2700,0,0,118791499230052,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",1000000,1024000,1,5837442964374105407,256,64,4,256,64,4,15449100,4000000,124171200,121.2609375,600,1000,1300,2400,0,0,118791499230052,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..efa90c6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.060802447716937547,0.060802447716937554,534604300
+"baseline","std::vector_reserved",512,64,4,1,0.06529389509287159,0.06529389509287159,497829850
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.97627729005168928,0.97627729005168928,33295100
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.40373750867119151,0.40373750867119151,80510850
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,32505250
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.93966449277876063,0.93966449277876063,34592400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.84656032981872209,0.84656032981872209,38396850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..1e697e3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,64,64,4,64,64,4,35014700,4000000,45047600,439.91796875,1000,1900,2500,4900,0,0,2080279141882745,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,128,64,4,128,64,4,27630900,4000000,30163700,294.5673828125,900,1900,2700,5200,0,0,2080279141882745,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,256,64,4,256,64,4,25028400,4000000,30702700,299.8310546875,1100,2000,2500,3700,0,0,2080279141882745,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,512,64,4,512,64,4,24555000,4000000,28651100,279.7958984375,1400,2500,3200,9800,0,0,2080279141882745,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,1024,64,4,1024,64,4,24932400,4000000,30250200,295.412109375,2000,3500,4500,10800,0,0,2080279141882745,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,512,64,4,512,64,4,11784400,4000000,536922900,5243.3876953125,454600,1303200,1591900,5747600,0,0,2080279141882745,4501096,0,0,0,0,395,131072,1,103.29154219701913,33.716622894553247,103.29154219701913,1000001,0,0,0.0044610834419307891,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",1000000,102400,0,7455321402176804256,512,64,4,0,0,0,4557900,4000000,623262000,6086.54296875,529800,1460500,1735300,20362200,0,0,2080279141882745,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,128,64,4,128,64,4,28542900,4000000,130858000,1277.91015625,1100,2000,2600,11100,0,0,2084232651368603,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,256,64,4,256,64,4,23140800,4000000,34307800,335.037109375,1200,2300,3400,9900,0,0,2084232651368603,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,512,64,4,512,64,4,27551000,4000000,40533700,395.8369140625,1900,3700,4900,57400,0,0,2084232651368603,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,1024,64,4,1024,64,4,29730400,4000000,36340000,354.8828125,2200,4200,5300,6900,0,0,2084232651368603,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,512,64,4,512,64,4,12469600,4000000,532285700,5198.1025390625,446300,1305600,1527800,7005100,0,0,2084232651368603,4501096,0,0,0,0,395,131072,1,146.68661602704478,30.242881349968386,146.68661602704478,1000001,0,0,0.0044610834419307891,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,512,64,4,0,0,0,2782900,4000000,372397700,3636.6962890625,295000,938200,1159200,2078800,0,0,2084232651368603,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",1000000,102400,1,17960890680693221813,64,64,4,64,64,4,26329700,4000000,31746100,310.0205078125,700,1500,1800,2500,0,0,2084232651368603,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..35215ef
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0048274179301374693,0.0048274179301374676,299383650
+"baseline","std::vector_reserved",512,64,4,1,0.0017230174748128293,0.0017230174748128287,838790100
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.3564030480136125,0.3564030480136125,4055100
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.81260015180905798,0.81260015180905798,1778550
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.61420284311850581,0.61420284311850581,2353050
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.53229103364454999,0.53229103364454999,2715150
+"baseline","tiered_forced_leaf_64",64,64,4,1,1,1,1445250
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..5025ed1
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,1024,64,4,1024,64,4,26562000,4000000,2872300,2804.98046875,2600,5100,6100,20800,0,0,2148637929169393,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,512,64,2,13183600,4000000,353676700,345387.40234375,3400,1792600,2183600,19724900,0,19724900,2148637929169393,9328048,1,0,0,0,32,5120,1,14034.121979221258,1751.6963262310974,1751.6963262310974,1000000,0,0.125,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,0,0,0,7186400,4000000,855853200,835794.140625,738700,1981600,2371400,11549600,0,0,2148637929169393,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,64,64,4,64,64,4,40809800,4000000,1898500,1854.00390625,1600,3400,4200,6300,0,0,2148637929169393,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,128,64,4,128,64,4,31884700,4000000,1768300,1726.85546875,1500,3200,4400,14200,0,0,2148637929169393,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,256,64,4,256,64,4,31362000,4000000,2102900,2053.61328125,1800,4100,5200,12800,0,0,2148637929169393,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,512,64,4,31570200,4000000,2564200,2504.1015625,2100,5200,7000,12200,0,0,2148637929169393,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,1024,64,2,13153700,4000000,245090600,239346.2890625,3700,1461400,1957700,20504700,0,20504700,2148708321383597,9245080,1,0,0,0,32,5888,1,11563.903176382244,1700.1056396050533,1700.1056396050533,1000000,0,0,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,0,0,0,5985300,4000000,821727000,802467.7734375,715200,2095800,2545500,9648500,0,0,2148708321383597,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,64,64,4,64,64,4,34422000,4000000,992000,968.75,800,2000,2600,4500,0,0,2148708321383597,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,128,64,4,128,64,4,35212400,4000000,1788800,1746.875,1600,2900,3600,12000,0,0,2148708321383597,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,256,64,4,256,64,4,31539300,4000000,2603200,2542.1875,2200,4500,6000,38500,0,0,2148708321383597,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,512,64,4,38416000,4000000,2866100,2798.92578125,2500,5500,6700,36600,0,0,2148708321383597,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,1024,64,4,1024,64,4,35507400,4000000,5237900,5115.13671875,4300,8700,13300,174200,0,0,2148708321383597,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..f8110e4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.025161386327630396,0.025161386327630396,171025950
+"baseline","std::vector_reserved",512,64,4,1,0.0065279785679936793,0.0065279785679936775,659201000
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,4303250
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.97450094545783938,0.97450094545783938,4415850
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.86034887789273751,0.86034887789273751,5001750
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.85911218918136534,0.85911218918136534,5008950
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.80619929932367873,0.80619929932367873,5337700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..2bcf66e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,0,0,0,4428000,4000000,664076400,129702.421875,616200,1624000,1904900,4271700,0,0,2157457898229241,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,64,64,4,64,64,4,44223600,4000000,5124600,1000.8984375,1200,2900,4800,9000,0,0,2157457898229241,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,128,64,4,128,64,4,35687400,4000000,4559100,890.44921875,1400,3000,4500,13600,0,0,2157457898229241,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,256,64,4,256,64,4,23506700,4000000,3258500,636.42578125,1300,2800,3600,6000,0,0,2157457898229241,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,512,64,4,30817600,4000000,4368500,853.22265625,1900,4000,6300,9100,0,0,2157457898229241,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,1024,64,4,1024,64,4,31557900,4000000,4912600,959.4921875,2900,5400,6900,17300,0,0,2157457898229241,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,512,64,2,14713500,4000000,158219000,30902.1484375,2200,1185900,1648300,17289200,0,17289200,2157457898229241,9328048,1,0,0,0,47,33280,1,8503.3663595660546,851.1781559161991,892.876731433911,1000001,0,0,0.33637051982917221,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,64,64,4,64,64,4,40613700,4000000,5550800,1084.140625,1400,2900,3800,7200,0,0,2157557271543767,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,128,64,4,128,64,4,31347600,4000000,4272600,834.4921875,1200,2800,4000,9300,0,0,2157557271543767,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,256,64,4,256,64,4,27485500,4000000,6745000,1317.3828125,2600,4600,5800,24200,0,0,2157557271543767,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,512,64,4,33661500,4000000,5649400,1103.3984375,2700,4900,6000,26800,0,0,2157557271543767,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,1024,64,4,1024,64,4,28001500,4000000,3693900,721.46484375,2100,4200,6000,9600,0,0,2157557271543767,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,1024,64,2,10690900,4000000,183832900,35904.86328125,4000,935000,1586600,45777800,0,18962800,2157557271543767,9245080,1,0,0,0,47,35328,1,6741.3628849274282,903.4432334974515,903.4432334974515,1000001,0,0,0.33637051982917221,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,0,0,0,6483600,4000000,654325600,127797.96875,590900,1549600,1888200,10126100,0,0,2157557271543767,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..30f186f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.016196597309818317,0.016196597309818313,380851600
+"baseline","std::vector_reserved",512,64,4,1,0.016229768370934865,0.016229768370934861,380073200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.99544919069827487,0.99544919069827487,6196700
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.80026206198674121,0.80026206198674121,7708100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.96797225622195027,0.96797225622195027,6372600
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,6168500
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.76920199268020473,0.76920199268020473,8019350
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..caceba6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,256,64,4,256,64,4,21870000,4000000,7234200,353.232421875,1000,1900,2400,3100,0,0,2119787343147900,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,512,64,4,21647600,4000000,6579100,321.2451171875,1300,2400,3100,3500,0,0,2119787343147900,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,1024,64,4,1024,64,4,23503900,4000000,6664600,325.419921875,1700,3200,3700,6600,0,0,2119787343147900,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,512,64,4,8293200,4000000,386486000,18871.38671875,335300,1002800,1183900,1385500,0,0,2119787343147900,4501096,0,0,0,0,76,131072,1,680.15706696301277,91.820711321258301,680.15706696301277,1000001,0,0,0.030988713475440098,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,0,0,0,3135200,4000000,375500800,18335,312700,956700,1127500,1264300,0,0,2119787343147900,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,64,64,4,64,64,4,27496200,4000000,6248000,305.078125,500,1200,1600,2500,0,0,2119787343147900,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,128,64,4,128,64,4,21594400,4000000,7045800,344.033203125,800,1500,2000,3400,0,0,2119787343147900,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,512,64,4,21725500,4000000,5757900,281.1474609375,1100,2100,2700,4900,0,0,2119378101300196,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,1024,64,4,1024,64,4,20545900,4000000,5728800,279.7265625,1500,2900,3800,6500,0,0,2119378101300196,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,512,64,4,8568700,4000000,375217200,18321.15234375,309800,971900,1173300,2415400,0,0,2119378101300196,4501096,0,0,0,0,76,131072,1,360.04437650405731,93.44050823698538,360.04437650405731,1000001,0,0,0.030988713475440098,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,0,0,0,4272300,4000000,384645600,18781.5234375,310300,1001800,1178500,1407600,0,0,2119378101300196,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,64,64,4,64,64,4,30865800,4000000,9790700,478.0615234375,800,1600,2100,3200,0,0,2119378101300196,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,128,64,4,128,64,4,25428500,4000000,8370400,408.7109375,900,1900,2300,3100,0,0,2119378101300196,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,256,64,4,256,64,4,18249100,4000000,5511000,269.091796875,800,1400,1900,3500,0,0,2119378101300196,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..a8aebf4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0049081714198025159,0.0049081714198025159,247953850
+"baseline","std::vector_reserved",512,64,4,1,0.0014286510030403735,0.0014286510030403737,851852550
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.30930324171146101,0.30930324171146101,3934650
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.88754375729288215,0.88754375729288215,1371200
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.59702224729573938,0.59702224729573938,2038450
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.39329746150241568,0.39329746150241568,3094350
+"baseline","tiered_forced_leaf_64",64,64,4,1,1,1,1217000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..9800c79
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n1000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,64,64,4,64,64,4,34749700,4000000,1213200,592.3828125,700,1400,1900,3600,0,0,2150428125351242,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,128,64,4,128,64,4,30705500,4000000,1257600,614.0625,800,1700,2600,4200,0,0,2150428125351242,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,256,64,4,256,64,4,30917800,4000000,1594300,778.466796875,1100,2400,3000,5400,0,0,2150428125351242,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,512,64,4,35315800,4000000,2262300,1104.638671875,1700,3500,4400,19200,0,0,2150428125351242,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,1024,64,4,1024,64,4,38176600,4000000,3564300,1740.380859375,2600,5800,7700,179600,0,0,2150428125351242,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,1024,64,2,15860200,4000000,261024900,127453.564453125,2500,1720500,2284400,22417500,0,22417500,2150428125351242,9245080,1,0,0,0,35,12032,1,8268.3867147962883,1106.3610047854013,1106.3610047854013,1000001,0,0,0.41769002405131245,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,0,0,0,7851900,4000000,875068000,427279.296875,699600,2215600,2610800,4006300,0,0,2150428125351242,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,128,64,4,128,64,4,32815100,4000000,1484800,725,900,1900,2400,3500,0,0,2150311137801330,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,256,64,4,256,64,4,31368700,4000000,2482600,1212.20703125,1700,3200,3900,15200,0,0,2150311137801330,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,512,64,4,35910200,4000000,3926400,1917.1875,2800,5500,6600,34700,0,0,2150311137801330,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,1024,64,4,1024,64,4,38393800,4000000,4305000,2102.05078125,3300,6700,7900,20400,0,0,2150311137801330,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,1024,64,2,16172500,4000000,234882800,114688.8671875,3300,1376500,1974500,21375000,0,21375000,2150311137801330,9245080,1,0,0,0,35,12032,1,7653.9457149025766,1177.1003296282788,1177.1003296282788,1000001,0,1,0.41769002405131245,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,0,0,0,6815700,4000000,828637100,404607.958984375,752500,1964000,2420200,4059700,0,0,2150311137801330,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,64,64,4,64,64,4,38382900,4000000,1220800,596.09375,700,1400,1900,9200,0,0,2150311137801330,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..00dac35
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.012560200724143593,0.012560200724143593,1204678200
+"baseline","std::vector_reserved",512,64,4,1,0.0031722873206311143,0.0031722873206311156,4769744500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,15131000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.31857017133858001,0.31857017133858001,47496600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.23611234647079843,0.23611234647079843,64083900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.59401081946876255,0.59401081946876255,25472600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.2317481662778926,0.23174816627789258,65290700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..44cdd0c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,512,64,4,203896000,40000000,25472600,497.51171875,1300,2600,4100,10600,0,0,21444551433844867,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,1024,64,4,1024,64,4,294761500,40000000,15131000,295.52734375,1500,2400,3300,5700,0,0,21444551433844867,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,1024,64,3,131430800,40000000,1204678200,23528.87109375,2600,11214800,17400800,184252100,0,184252100,21444551433844867,92334160,1,0,0,0,17,131072,99,1.0000000000000346,19.200000000000003,19.200000000000003,10000000,0,0.25,1.9558505399828633e-19,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,0,0,0,56351500,40000000,4769744500,93159.072265625,8408400,21429800,30240800,48497300,0,0,21444551433844867,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,64,64,4,64,64,4,421281700,40000000,65290700,1275.208984375,1700,2600,3600,23300,0,0,21444551433844867,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,128,64,4,128,64,4,308290700,40000000,47496600,927.66796875,1700,2500,3100,5100,0,0,21444551433844867,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,256,64,4,256,64,4,379205600,40000000,64083900,1251.638671875,2000,3100,4100,5500,0,0,21444551433844867,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..2cd7bc6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00040315596304285622,0.00040315596304285638,3981833700
+"baseline","std::vector_reserved",512,64,4,1,0.00027980195397035615,0.00027980195397035626,5737272300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.52375203915171287,0.52375203915171287,3065000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.30862251273671054,0.30862251273671054,5201500
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,1605300
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.45199346773285282,0.45199346773285282,3551600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.2359694252535646,0.2359694252535646,6803000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-phase-ppm200000.csv
new file mode 100644
index 0000000..946f105
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,256,64,4,256,64,4,305889800,40000000,1605300,627.0703125,900,1900,2600,3500,0,0,21471939689445462,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,512,64,4,579887100,40000000,3551600,1387.34375,2500,5300,6500,7100,0,0,21471939689445462,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,1024,64,4,1024,64,4,336020500,40000000,3065000,1197.265625,1900,3300,5300,791200,0,0,21471939689445462,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,1024,64,3,167828400,40000000,3981833700,1555403.7890625,4338400,25615900,31610400,215907900,0,215907900,21471939689445462,92334160,1,0,0,0,17,18176,8,4003.6941126727506,88.610113918543973,88.610113918543973,10000000,0,1,0.020711912837890638,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,0,0,0,57833600,40000000,5737272300,2241121.9921875,10349200,24098200,30040700,31355900,0,0,21471939689445462,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,64,64,4,64,64,4,475275300,40000000,6803000,2657.421875,2200,4300,5000,94200,0,0,21471939689445462,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,128,64,4,128,64,4,503304900,40000000,5201500,2031.8359375,2500,5200,7500,12800,0,0,21471939689445462,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..af1d6cb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.059084014797267152,0.059084014797267145,5340121200
+"baseline","std::vector_reserved",512,64,4,1,0.07955212405132854,0.07955212405132854,3966151800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,315515800
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.37910911776053496,0.37910911776053496,832255900
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.46224585442636479,0.46224585442636479,682571400
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.70901152338834361,0.70901152338834361,445008000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.28955967108402775,0.28955967108402775,1089640000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..b70ed7f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,512,64,4,207162300,40000000,5340121200,10429.92421875,9779400,16424800,21625100,25902300,0,0,22424549197305314,45001096,0,0,0,0,508,131072,4,2.0697987694987585,19.224131545673561,2.0697987694987585,10000001,0,1,5.6128029743979918e-06,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,0,0,0,40947900,40000000,3966151800,7746.3902343749996,7061500,13463800,18701000,51831600,0,0,22424549197305314,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,64,64,4,64,64,4,582126500,40000000,1089640000,2128.203125,3800,8900,11900,36700,0,0,22424549197305314,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,128,64,4,128,64,4,535622500,40000000,832255900,1625.4998046875,2600,5900,8600,39900,0,0,22424549197305314,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,256,64,4,256,64,4,333272500,40000000,682571400,1333.147265625,3500,7000,10000,17500,0,0,22424549197305314,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,512,64,4,341442300,40000000,445008000,869.15625,3100,6200,8600,168600,0,0,22424549197305314,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,1024,64,4,1024,64,4,295943500,40000000,315515800,616.24179687499998,3400,6900,8500,41800,0,0,22424549197305314,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..56e9a0f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.011742815371382834,0.011742815371382831,5574480900
+"baseline","std::vector_reserved",512,64,4,1,0.020521306858526277,0.020521306858526277,3189860200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.93651159263953943,0.93651159263953943,69897800
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.99244373355973836,0.99244373355973836,65958500
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.66522396144023921,0.66522396144023921,98403100
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,65460100
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.83317232487307058,0.83317232487307058,78567300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..3ddc601
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,512,64,4,367081300,40000000,65460100,1278.517578125,2400,4800,6600,257400,0,0,21444595672688133,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,1024,64,4,1024,64,4,430944400,40000000,69897800,1365.19140625,3600,9000,15700,1172100,0,0,21444595672688133,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,512,64,4,156710700,40000000,5574480900,108876.580078125,10572800,16927600,21439300,25488200,0,0,21444595672688133,45001096,0,0,0,0,197,131072,1,856.99741399233778,30.650484706149097,856.99741399233778,10000001,0,1,0.0044598234474747664,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,0,0,0,48130400,40000000,3189860200,62301.95703125,6142600,9470200,11672300,19310000,0,0,21444595672688133,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,64,64,4,64,64,4,276787100,40000000,78567300,1534.517578125,1700,3500,4800,9500,0,0,21444595672688133,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,128,64,4,128,64,4,389022100,40000000,65958500,1288.251953125,1700,3400,4000,21200,0,0,21444595672688133,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,256,64,4,256,64,4,482815100,40000000,98403100,1921.935546875,2800,5600,7700,591400,0,0,21444595672688133,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..a544b9a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0004173830013040033,0.00041738300130400347,2198460400
+"baseline","std::vector_reserved",512,64,4,1,0.00034728221202419239,0.00034728221202419245,2642231500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.37724058543002797,0.37724058543002797,2432400
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,917600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.78460880718255666,0.78460880718255666,1169500
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.8194320414359707,0.8194320414359707,1119800
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.89987251152299697,0.89987251152299697,1019700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..cd0e495
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,64,64,4,64,64,4,424116100,40000000,1019700,1991.6015625,1500,4200,5900,26600,0,0,21476271372801937,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,128,64,4,128,64,4,294366900,40000000,917600,1792.1875,1600,3000,3900,5700,0,0,21476271372801937,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,256,64,4,256,64,4,296922200,40000000,1169500,2284.1796875,2100,4000,5900,6500,0,0,21476271372801937,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,512,64,4,360878900,40000000,1119800,2187.109375,1900,4400,5400,7700,0,0,21476271372801937,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,1024,64,4,1024,64,4,402200000,40000000,2432400,4750.78125,3800,7300,8300,257700,0,0,21476271372801937,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,1024,64,3,145095600,40000000,2198460400,4293867.96875,4820200,10369700,16909700,149055600,0,149055600,21476271372801937,92334160,1,0,0,0,16,1792,1,125231.48441759098,2023.4027002691123,2023.4027002691123,10000000,0,1,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,0,0,0,36324200,40000000,2642231500,5160608.3984375,4743300,7423700,9707400,26285000,0,0,21476271372801937,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..fabcbec
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0014186008703681262,0.0014186008703681269,1274495200
+"baseline","std::vector_reserved",512,64,4,1,0.00046880106849305457,0.00046880106849305479,3856646500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,1808000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.37160356805195871,0.37160356805195871,4865400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.64015862337570373,0.64015862337570373,2824300
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.70413210265996806,0.70413210265996806,2567700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.33844368319574697,0.33844368319574697,5342100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..d412a03
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,256,64,4,256,64,4,303556400,40000000,2824300,1103.2421875,1200,2500,3700,16300,0,0,21479481287935576,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,512,64,4,251938300,40000000,2567700,1003.0078125,1200,2700,4000,11000,0,0,21479481287935576,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,1024,64,4,1024,64,4,208298800,40000000,1808000,706.25,1500,2700,3300,5100,0,0,21479481287935576,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,1024,64,3,93290500,40000000,1274495200,497849.6875,4100,6935400,9134900,262395700,0,262395700,21479481287935576,92334160,1,0,0,0,23,14848,1,64575.142228519057,1029.9003647457994,1029.9003647457994,10000001,0,1,0.33638204887941903,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,0,0,0,80839200,40000000,3856646500,1506502.5390625,6941700,13469300,16613500,68014200,0,0,21479481287935576,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,64,64,4,64,64,4,533184600,40000000,5342100,2086.7578125,1500,3200,4300,14800,0,0,21479481287935576,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,128,64,4,128,64,4,364778900,40000000,4865400,1900.546875,2000,3900,5400,7700,0,0,21479481287935576,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..cbdfcc0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.74297293882925752,0.74297293882925752,87863900
+"baseline","std::vector_reserved",512,64,4,1,1,1,65280500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.1862722830221305,0.1862722830221305,350457400
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.072820404817220297,0.072820404817220283,896458900
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.081344390170961456,0.08134439017096147,802520000
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.10221264890631111,0.10221264890631111,638673400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.099336317356408174,0.09933631735640816,657166500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..701e7ba
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,128,64,4,128,64,4,300831800,40000000,896458900,896.45889999999997,0,0,0,0,0,0,21371494673913787,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,256,64,4,256,64,4,268509600,40000000,802520000,802.51999999999998,0,0,0,0,0,0,21371494673913787,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,512,64,4,282319100,40000000,638673400,638.67340000000002,0,0,0,0,0,0,21371494673913787,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,1024,64,4,1024,64,4,247049800,40000000,350457400,350.45740000000001,0,0,0,0,0,0,21371494673913787,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,512,64,4,101591900,40000000,87863900,87.863900000000001,0,0,0,0,0,0,21371494673913787,45001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,0,0,0,26640600,40000000,65280500,65.280500000000004,0,0,0,0,0,0,21371494673913787,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,64,64,4,64,64,4,269880600,40000000,657166500,657.16650000000004,0,0,0,0,0,0,21371494673913787,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..c005124
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.62593622606861166,0.62593622606861166,2316868300
+"baseline","std::vector_reserved",512,64,4,1,0.5325430862666144,0.5325430862666144,2723182100
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,1450211800
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.69014468840377907,0.69014468840377907,2101315600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.84719099351350946,0.84719099351350946,1711788500
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.62602914953108202,0.62602914953108202,2316524400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.44208869631811276,0.44208869631811276,3280363900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..d1def75
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,512,64,4,207596400,40000000,2316524400,452.446171875,2800,5300,6600,11800,0,0,30189652867616377,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,1024,64,4,1024,64,4,220373400,40000000,1450211800,283.24449218749999,2400,4100,5200,15600,0,0,30189652867616377,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,512,64,4,95175600,40000000,2316868300,452.51333984374997,2897800,7515400,11415700,40396100,0,0,30189652867616377,45001096,0,0,0,0,508,131072,40,1.0000000000000004,19.200000000000003,1.0000000000000004,10000001,0,0,1.3999994400002239e-07,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,0,0,0,19798900,40000000,2723182100,531.87150390625004,3573400,9768200,23983500,79852500,0,0,30189652867616377,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,64,64,4,64,64,4,276231400,40000000,3280363900,640.69607421875003,1900,3600,4200,11600,0,0,30189652867616377,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,128,64,4,128,64,4,204303500,40000000,2101315600,410.413203125,1300,2500,3600,6400,0,0,30189652867616377,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,256,64,4,256,64,4,227402700,40000000,1711788500,334.33369140625001,1200,2700,3500,11200,0,0,30189652867616377,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..b882444
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.076041793649835196,0.076041793649835196,1755482000
+"baseline","std::vector_reserved",512,64,4,1,0.078609417136110929,0.078609417136110943,1698142600
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,133490000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.43330976730658494,0.43330976730658494,308070600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.5748856494778054,0.5748856494778054,232202700
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.88371492597091794,0.88371492597091794,151055500
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.36515408605206584,0.36515408605206584,365571700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..39bed25
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,64,64,4,64,64,4,258509500,40000000,365571700,714.00722656250002,1600,3000,5100,12900,0,0,22417861972407035,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,128,64,4,128,64,4,212802700,40000000,308070600,601.70039062499995,1700,2800,3600,5000,0,0,22417861972407035,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,256,64,4,256,64,4,233979000,40000000,232202700,453.52089843750002,1400,2700,3800,5800,0,0,22417861972407035,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,512,64,4,188456000,40000000,151055500,295.0302734375,1300,2200,3100,4000,0,0,22417861972407035,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,1024,64,4,1024,64,4,197472800,40000000,133490000,260.72265625,1800,3300,4200,5600,0,0,22417861972407035,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,512,64,4,75591700,40000000,1755482000,3428.67578125,3040100,7616300,10059200,12067100,0,0,22417861972407035,45001096,0,0,0,0,508,131072,4,2.9215031897859984,19.266803054510927,2.9215031897859984,10000001,0,0,5.6128029743979918e-06,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,0,0,0,21513000,40000000,1698142600,3316.6847656250002,3013100,7046200,9412600,13310900,0,0,22417861972407035,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..3932863
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.017486403579712848,0.017486403579712841,2673957500
+"baseline","std::vector_reserved",512,64,4,1,0.016469627512219715,0.016469627512219719,2839038100
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.84448558295781895,0.84448558295781895,55368500
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.82858682034133779,0.82858682034133779,56430900
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,46757900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.7844982492286372,0.7844982492286372,59602300
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.92259411336420627,0.92259411336420627,50680900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..929a965
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,512,64,4,81550100,40000000,2673957500,52225.732421875,4540200,12138900,16401400,19920100,0,0,21443213142269775,45001096,0,0,0,0,197,131072,1,1123.3095076434518,65.345444171025619,1123.3095076434518,10000001,0,0,0.0044598234474747664,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,0,0,0,41257700,40000000,2839038100,55449.962890625,5159300,12065200,15584700,17800100,0,0,21443213142269775,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,64,64,4,64,64,4,243700700,40000000,50680900,989.861328125,1500,2400,3400,7800,0,0,21443213142269775,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,128,64,4,128,64,4,323936400,40000000,56430900,1102.166015625,1800,3000,4100,16500,0,0,21443213142269775,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,256,64,4,256,64,4,268808400,40000000,46757900,913.240234375,1900,3200,3900,5500,0,0,21443213142269775,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,512,64,4,300024200,40000000,59602300,1164.107421875,2900,4900,6500,54300,0,0,21443213142269775,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,1024,64,4,1024,64,4,433300600,40000000,55368500,1081.416015625,4100,7300,11500,17900,0,0,21443213142269775,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..6c807aa
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00039289952262025615,0.00039289952262025609,3150678300
+"baseline","std::vector_reserved",512,64,4,1,0.00035494588372736685,0.00035494588372736701,3487573900
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.65793250066436348,0.65793250066436348,1881500
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,1237900
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.93299668375037681,0.93299668375037681,1326800
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.80112606782293549,0.80112606782293549,1545200
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.66368217885481451,0.66368217885481451,1865200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..db66aed
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,256,64,4,256,64,4,285260300,40000000,1326800,2591.40625,2400,4200,5400,9200,0,0,21476391672231255,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,512,64,4,307690800,40000000,1545200,3017.96875,2800,4800,6300,9900,0,0,21476391672231255,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,1024,64,4,1024,64,4,301887100,40000000,1881500,3674.8046875,3300,7300,11100,13500,0,0,21476391672231255,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,1024,64,3,253464900,40000000,3150678300,6153668.5546875,1985500,17821400,24434100,215115700,0,215115700,21476391672231255,92334160,1,0,0,0,16,1792,1,129396.46866187744,7241.7540043175213,7241.7540043175213,10000000,0,0,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,0,0,0,48811500,40000000,3487573900,6811667.7734375,5729200,15861900,21900900,32755900,0,0,21476391672231255,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,64,64,4,64,64,4,325838600,40000000,1865200,3642.96875,3400,5000,7000,12600,0,0,21476391672231255,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,128,64,4,128,64,4,237796000,40000000,1237900,2417.7734375,2300,3500,4500,6400,0,0,21476391672231255,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..3fdf34d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0010389316745907913,0.0010389316745907915,2269735400
+"baseline","std::vector_reserved",512,64,4,1,0.00042971817241358747,0.00042971817241358763,5487550100
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.43380919091945985,0.43380919091945985,5435800
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.34554459798074522,0.34554459798074527,6824300
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,2358100
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.41839957416607521,0.41839957416607521,5636000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.3604279709591135,0.3604279709591135,6542500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..3d875be
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,1024,64,4,1024,64,4,361564700,40000000,5435800,2123.359375,4600,7500,9400,21700,0,0,21479318559864487,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,1024,64,3,137724000,40000000,2269735400,886615.390625,4500,18319900,24153100,239618600,0,239618600,21479318559864487,92334160,1,0,0,0,23,14848,1,59625.716173139881,3804.925387365864,3804.925387365864,10000001,0,0,0.33638204887941903,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,0,0,0,60276300,40000000,5487550100,2143574.2578125,9867800,23504800,26298900,34826900,0,0,21479318559864487,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,64,64,4,64,64,4,435133200,40000000,6542500,2555.6640625,3000,5100,6800,64500,0,0,21479318559864487,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,128,64,4,128,64,4,378340600,40000000,6824300,2665.7421875,3300,6400,8000,40400,0,0,21479318559864487,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,256,64,4,256,64,4,330384600,40000000,2358100,921.1328125,1400,2500,3200,5100,0,0,21479318559864487,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,512,64,4,462230500,40000000,5636000,2201.5625,2900,6100,8200,30900,0,0,21479318559864487,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..a6ef9de
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0017753431295243875,0.0017753431295243877,2961906300
+"baseline","std::vector_reserved",512,64,4,1,0.0011651709864713285,0.0011651709864713288,4512985700
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,5258400
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.5114976070970001,0.5114976070970001,10280400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.46232163110278796,0.46232163110278796,11373900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.69796519730816708,0.69796519730816708,7533900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.35490642063133171,0.35490642063133171,14816300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..f1136a1
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,64,64,4,64,64,4,385557100,40000000,14816300,1446.904296875,2300,3800,4700,7900,0,0,21495890550347713,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,128,64,4,128,64,4,264972600,40000000,10280400,1003.9453125,1500,3200,5100,24700,0,0,21495890550347713,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,256,64,4,256,64,4,252185700,40000000,11373900,1110.732421875,2000,4000,4600,10500,0,0,21495890550347713,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,512,64,4,231656300,40000000,7533900,735.732421875,1800,3200,3900,23200,0,0,21495890550347713,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,1024,64,4,1024,64,4,202904800,40000000,5258400,513.515625,1900,3400,4000,4600,0,0,21495890550347713,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,512,64,4,81474400,40000000,2961906300,289248.662109375,5231500,13301000,16411800,21413000,0,0,21495890550347713,45001096,0,0,0,0,38,81888,1,8046.4728304665168,368.2667123275703,8046.4728304665168,10000001,0,0,0.03098745295231977,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,0,0,0,35576900,40000000,4512985700,440721.259765625,8399000,18176000,20751500,23423900,0,0,21495890550347713,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..1466080
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00040692112260947837,0.00040692112260947843,3482001600
+"baseline","std::vector_reserved",512,64,4,1,0.00026734541344404966,0.00026734541344404972,5299885200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.84671925421297956,0.84671925421297956,1673400
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.7057329282263286,0.7057329282263286,2007700
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.79453821566758254,0.79453821566758254,1783300
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,1416900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.68651581956490138,0.68651581956490138,2063900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..5c8b5f6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n10000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,1024,64,3,95307800,40000000,3482001600,3400392.1875,1774900,19579400,30272200,230785800,0,230785800,21477426338752119,92334160,1,0,0,0,17,3840,1,78022.563622426504,4798.6301031578214,4798.6301031578214,10000001,0,0,0.41825273928276541,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,0,0,0,56914300,40000000,5299885200,5175669.140625,9380600,21006200,54055500,87208100,0,0,21477426338752119,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,64,64,4,64,64,4,364162500,40000000,2063900,2015.52734375,2200,3800,5100,7100,0,0,21477426338752119,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,128,64,4,128,64,4,307446200,40000000,2007700,1960.64453125,2100,3400,4200,156100,0,0,21477426338752119,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,256,64,4,256,64,4,262046500,40000000,1783300,1741.50390625,2100,3700,4800,8100,0,0,21477426338752119,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,512,64,4,282604300,40000000,1416900,1383.69140625,1900,3200,4100,5600,0,0,21477426338752119,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,1024,64,4,1024,64,4,241958600,40000000,1673400,1634.1796875,2300,3900,4800,77000,0,0,21477426338752119,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..0289666
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0013183428975742737,0.0013183428975742737,19274120600
+"baseline","std::vector_reserved",512,64,4,1,0.0014080210559655332,0.001408021055965533,18046534100
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.65293887892445823,0.65293887892445823,38916200
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.63007771237000409,0.63007771237000409,40328200
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.95808322273166024,0.95808322273166024,26521600
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,25409900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.77758906658342974,0.77758906658342974,32677800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..3802880
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,1024,64,4,1024,64,4,4519905400,400000000,38916200,1520.1640625,5400,13800,18700,29700,0,0,214717704320661229,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,1024,64,3,1809954400,400000000,19274120600,752895.3359375,33421300,212807100,400403800,3067261500,0,3067261500,214717704320661229,923450056,1,0,0,0,9,103168,50,1.0005771094402909,21.200109675743445,22.800027823646964,100000000,0,0,2.8746249375227384e-10,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,0,0,0,703555800,400000000,18046534100,704942.73828125,57675700,199903200,260881500,292109800,0,0,214717704320661229,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,64,64,4,64,64,4,3648695000,400000000,32677800,1276.4765625,1700,2700,3400,3700,0,0,214717704320661229,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,128,64,4,128,64,4,2334404300,400000000,40328200,1575.3203125,2100,3400,4200,6600,0,0,214717704320661229,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,256,64,4,256,64,4,2038994200,400000000,26521600,1036,1700,2600,2900,12000,0,0,214717704320661229,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,512,64,4,2766929000,400000000,25409900,992.57421875,2100,3100,3400,5500,0,0,214717704320661229,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..1983b03
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00011370625002917756,0.0001137062500291775,16279668000
+"baseline","std::vector_reserved",512,64,4,1,0.00027127385445122358,0.00027127385445122352,6823731700
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.34710294393399593,0.34710294393399588,5333000
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,1851100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.97385311447811451,0.97385311447811451,1900800
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.49166002656042496,0.49166002656042496,3765000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.70464408070041873,0.70464408070041873,2627000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-phase-ppm200000.csv
new file mode 100644
index 0000000..bc6a816
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,512,64,4,3095087900,400000000,3765000,2941.40625,4700,7900,9600,12300,0,0,214738235084739033,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,1024,64,4,1024,64,4,3567253200,400000000,5333000,4166.40625,7500,17500,23400,35000,0,0,214738235084739033,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,1024,64,3,1372011600,400000000,16279668000,12718490.625,32505500,188365100,249341000,1090042700,1090042700,1090042700,214738235084739033,923450056,1,0,0,0,9,10240,4,225525.19147589893,3674.6651569033188,225525.19147589893,100000000,2271749389.506515,1,0.11602906250000004,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,0,0,0,205691900,400000000,6823731700,5331040.390625,22161900,54504100,73199300,76622000,0,0,214738235084739033,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,64,64,4,64,64,4,1824028000,400000000,2627000,2052.34375,2600,4100,6500,7800,0,0,214738235084739033,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,128,64,4,128,64,4,1553853800,400000000,1851100,1446.171875,2200,3500,3900,4300,0,0,214738235084739033,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,256,64,4,256,64,4,1511328900,400000000,1900800,1485,2100,3700,4400,5400,0,0,214738235084739033,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..8624a6a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0135916319034988,0.013591631903498796,5157158500
+"baseline","std::vector_reserved",512,64,4,1,0.012677962405808598,0.012677962405808601,5528822200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,70094200
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.68394994750420557,0.68394994750420557,102484400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.73628980075462824,0.73628980075462824,95199200
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.88212855979652727,0.88212855979652727,79460300
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.38233519771256269,0.38233519771256269,183331800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..094bab9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,0,0,0,155502700,400000000,5528822200,21596.961718750001,21442500,31394700,37902800,40721700,0,0,214790791902886691,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,64,64,4,64,64,4,1868837100,400000000,183331800,716.13984374999995,1100,2000,4700,19000,0,0,214790791902886691,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,128,64,4,128,64,4,1567913600,400000000,102484400,400.32968749999998,700,1300,1500,2000,0,0,214790791902886691,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,256,64,4,256,64,4,1439725200,400000000,95199200,371.87187499999999,800,1200,2400,3100,0,0,214790791902886691,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,512,64,4,1531412700,400000000,79460300,310.39179687500001,900,1600,3200,4100,0,0,214790791902886691,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,1024,64,4,1024,64,4,1515753300,400000000,70094200,273.80546874999999,1300,2000,2400,3000,0,0,214790791902886691,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,512,64,4,726834700,400000000,5157158500,20145.150390625,19735300,31038900,34077000,35473900,0,0,214790791902886691,450001096,0,0,0,0,252,131072,4,11.40593564940986,21.523314401260389,11.40593564940986,100000001,0,1,5.4868030298379693e-06,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..36f39f5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0018739081983810901,0.0018739081983810905,6417603600
+"baseline","std::vector_reserved",512,64,4,1,0.001705963162600929,0.0017059631626009297,7049390200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.83359904620631331,0.83359904620631331,14426600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.9460724540770169,0.9460724540770169,12711500
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,12026000
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.93633454534129579,0.93633454534129579,12843700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.48437833548818454,0.48437833548818454,24827700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..8757451
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,1024,64,4,1024,64,4,1664659500,400000000,14426600,563.5390625,1700,3200,5100,12600,0,0,214717946420281382,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,512,64,4,770655400,400000000,6417603600,250687.640625,23958300,38618700,45648500,47470900,0,0,214717946420281382,450001096,0,0,0,0,98,131072,1,8561.9234094411422,98.540581114502245,8561.9234094411422,100000001,0,1,0.0044596974475302068,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,0,0,0,189874900,400000000,7049390200,275366.8046875,26614900,40383600,44110800,53138700,0,0,214717946420281382,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,64,64,4,64,64,4,1806006600,400000000,24827700,969.83203125,1200,3000,3400,4300,0,0,214717946420281382,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,128,64,4,128,64,4,1732402000,400000000,12711500,496.54296875,800,1200,1500,1600,0,0,214717946420281382,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,256,64,4,256,64,4,1452382400,400000000,12026000,469.765625,800,1300,1500,1500,0,0,214717946420281382,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,512,64,4,1538942100,400000000,12843700,501.70703125,1100,2900,3300,4100,0,0,214717946420281382,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..24a3a6c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,4.0358370417987091e-05,4.0358370417987125e-05,5708852900
+"baseline","std::vector_reserved",512,64,4,1,3.2918706696595048e-05,3.2918706696595068e-05,6999059900
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.65195246179966049,0.65195246179966049,353400
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,230400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.73003802281368824,0.73003802281368824,315600
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.67625476959201647,0.67625476959201647,340700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.56776737309019221,0.56776737309019221,405800
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..424f751
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,128,64,4,128,64,4,1550419000,400000000,230400,900,800,1400,2600,10300,0,0,214736077341662842,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,256,64,4,256,64,4,1493246500,400000000,315600,1232.8125,1100,1900,3100,5200,0,0,214736077341662842,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,512,64,4,1520473500,400000000,340700,1330.859375,1200,1900,2200,3300,0,0,214736077341662842,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,1024,64,4,1024,64,4,1608464300,400000000,353400,1380.46875,1300,2100,2700,4600,0,0,214736077341662842,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,512,64,4,718137200,400000000,5708852900,22300206.640625,21379600,30093100,33287900,38625600,0,0,214736077341662842,450001096,0,0,0,0,8,2048,1,1246596.2230487028,10929.376032808166,1246596.2230487028,100000000,2530645702.6885524,1,0.65000000000000002,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,0,0,0,150654600,400000000,6999059900,27340077.734375,26248200,40611900,45066900,59317200,0,0,214736077341662842,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,64,64,4,64,64,4,1836288800,400000000,405800,1585.15625,1400,2600,5100,10900,0,0,214736077341662842,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..6496233
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00017045842728042693,0.00017045842728042698,4825810100
+"baseline","std::vector_reserved",512,64,4,1,0.00011909432199360719,0.00011909432199360709,6907130300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,822600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.37343381151262028,0.37343381151262028,2202800
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.46608873023967362,0.46608873023967362,1764900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.84015932999693599,0.84015932999693599,979100
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.31310901339829478,0.31310901339829478,2627200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..82a1d35
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,512,64,4,1513023800,400000000,979100,764.921875,1100,1700,3300,9000,0,0,214735439641967828,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,1024,64,4,1024,64,4,1501608500,400000000,822600,642.65625,1200,1900,2100,2800,0,0,214735439641967828,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,1024,64,3,756492600,400000000,4825810100,3770164.140625,17854200,31159600,35705200,903158400,0,903158400,214735439641967828,923450056,1,0,0,0,11,4608,1,651789.71252471558,6573.5740201793333,6573.5740201793333,100000001,0,1,0.33861762816563323,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,0,0,0,160026500,400000000,6907130300,5396195.546875,26260400,41853300,46631800,47319500,0,0,214735439641967828,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,64,64,4,64,64,4,1776743700,400000000,2627200,2052.5,2100,3600,4600,5600,0,0,214735439641967828,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,128,64,4,128,64,4,1666474700,400000000,2202800,1720.9375,1800,3000,3700,6000,0,0,214735439641967828,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,256,64,4,256,64,4,1517104000,400000000,1764900,1378.828125,1600,3000,3600,4000,0,0,214735439641967828,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..e1f5ef0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.60209366232368655,0.60209366232368655,20815200
+"baseline","std::vector_reserved",512,64,4,1,1,1,12532700
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.068211852045370433,0.068211852045370433,183732000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.05451628633110487,0.05451628633110487,229889100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.043729546535415574,0.043729546535415567,286595700
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.07249724361577449,0.072497243615774504,172871400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.053917304457436879,0.053917304457436879,232443000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..4356673
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,256,64,4,256,64,4,1551460600,400000000,286595700,573.19140000000004,0,0,0,0,0,0,214248794138489932,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,1496150900,400000000,172871400,345.74279999999999,0,0,0,0,0,0,214248794138489932,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,1024,64,4,1024,64,4,1524623500,400000000,183732000,367.464,0,0,0,0,0,0,214248794138489932,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,713103100,400000000,20815200,41.630400000000002,0,0,0,0,0,0,214248794138489932,450001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,0,0,0,111337400,400000000,12532700,25.0654,0,0,0,0,0,0,214248794138489932,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,64,64,4,64,64,4,1842829200,400000000,232443000,464.88600000000002,0,0,0,0,0,0,214248794138489932,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,128,64,4,128,64,4,1721260200,400000000,229889100,459.77820000000003,0,0,0,0,0,0,214248794138489932,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..40c343c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.13155964379591417,0.13155964379591417,5747368100
+"baseline","std::vector_reserved",512,64,4,1,0.1206602647868653,0.12066026478686528,6266534400
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,756121700
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.69819388031835838,0.69819388031835838,1082968100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.70728772623016456,0.70728772623016456,1069044000
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.87912070919205298,0.87912070919205298,860088600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.4256381504045304,0.4256381504045304,1776442500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..0ac0b0e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,1024,64,4,1024,64,4,1498911700,400000000,756121700,295.36003906249999,1500,2500,4300,7300,0,0,209821929013228130,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,512,64,4,728956100,400000000,5747368100,2245.0656640625002,20069400,47125300,56158600,65102500,0,0,209821929013228130,450001096,0,0,0,0,252,131072,40,1.0000000000000004,21.200000000000003,1.0000000000000004,100000001,0,0,1.3999999440000022e-08,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,0,0,0,148075200,400000000,6266534400,2447.8649999999998,22233400,51722500,64104100,71765700,0,0,209821929013228130,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,64,64,4,64,64,4,1805685400,400000000,1776442500,693.9228515625,1800,3400,4100,5000,0,0,209821929013228130,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,128,64,4,128,64,4,1660209100,400000000,1082968100,423.03441406249999,1100,1800,2500,4300,0,0,209821929013228130,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,256,64,4,256,64,4,1482315800,400000000,1069044000,417.59531249999998,1100,1900,3300,4700,0,0,209821929013228130,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,512,64,4,1627962700,400000000,860088600,335.972109375,1300,2000,2500,4000,0,0,209821929013228130,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..9ac9274
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.013083129468839872,0.01308312946883987,6286447000
+"baseline","std::vector_reserved",512,64,4,1,0.012008338663346678,0.012008338663346682,6849107300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.96583779086494703,0.96583779086494703,85155500
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.75942840469656625,0.75942840469656625,108300400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.83013779376556895,0.83013779376556895,99075600
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,82246400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.37924933472835565,0.37924933472835565,216866300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..30a25fb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,128,64,4,128,64,4,1515500000,400000000,108300400,423.04843749999998,800,1200,2100,5600,0,0,214789724430866959,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,256,64,4,256,64,4,1494218200,400000000,99075600,387.01406250000002,900,1500,1900,2100,0,0,214789724430866959,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,512,64,4,1595891900,400000000,82246400,321.27499999999998,1100,1700,2400,4800,0,0,214789724430866959,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,1024,64,4,1024,64,4,1664651900,400000000,85155500,332.638671875,1500,2400,3000,3400,0,0,214789724430866959,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,512,64,4,732936600,400000000,6286447000,24556.43359375,23697200,50132700,57722800,63727000,0,0,214789724430866959,450001096,0,0,0,0,252,131072,4,12.34423510798832,23.337015247436181,12.34423510798832,100000001,0,0,5.4868030298379693e-06,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,0,0,0,191860400,400000000,6849107300,26754.325390624999,26347000,54652100,73972400,84406600,0,0,214789724430866959,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,64,64,4,64,64,4,1836764200,400000000,216866300,847.13398437499995,1500,2900,3900,6000,0,0,214789724430866959,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..938b8c9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0022050126390011759,0.0022050126390011767,5289856300
+"baseline","std::vector_reserved",512,64,4,1,0.0016421180746839213,0.0016421180746839219,7103143300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,11664200
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.4533201713135333,0.4533201713135333,25730600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.52744102339168064,0.52744102339168064,22114700
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.81291554576753133,0.81291554576753133,14348600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.70798533553462173,0.70798533553462173,16475200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..4619b2a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,0,0,0,197016400,400000000,7103143300,277466.53515625,25454500,61535900,73323500,81906200,0,0,214717917179419498,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,64,64,4,64,64,4,1640084700,400000000,16475200,643.5625,1000,1700,2700,8400,0,0,214717917179419498,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,128,64,4,128,64,4,1584882600,400000000,25730600,1005.1015625,1600,3500,3900,4800,0,0,214717917179419498,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,256,64,4,256,64,4,1560102500,400000000,22114700,863.85546875,1400,3300,4200,5000,0,0,214717917179419498,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,512,64,4,1496121200,400000000,14348600,560.4921875,1200,3000,3600,3800,0,0,214717917179419498,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,1024,64,4,1024,64,4,1479223700,400000000,11664200,455.6328125,1500,3100,3900,5500,0,0,214717917179419498,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,512,64,4,690201800,400000000,5289856300,206635.01171875,19226000,43822800,55929500,58217900,0,0,214717917179419498,450001096,0,0,0,0,98,131072,1,4985.4953667741447,463.64222292946749,4985.4953667741447,100000001,0,0,0.0044596974475302068,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..89c465f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,4.4128247953752984e-05,4.4128247953752997e-05,8042467500
+"baseline","std::vector_reserved",512,64,4,1,6.4645358640846704e-05,6.4645358640846732e-05,5489953300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.48978746894838532,0.48978746894838532,724600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.61883173496076727,0.61883173496076727,573500
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.53569811320754712,0.53569811320754712,662500
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,354900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.41243463102847183,0.41243463102847183,860500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..28eb010
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,512,64,4,1542731200,400000000,354900,1386.328125,1300,1900,3700,9300,0,0,214736077073854533,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,1024,64,4,1024,64,4,1472356100,400000000,724600,2830.46875,2600,5200,6600,7500,0,0,214736077073854533,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,512,64,4,736716500,400000000,8042467500,31415888.671875,29899200,65232700,76889000,85268100,0,0,214736077073854533,450001096,0,0,0,0,8,2048,1,1277563.3515983501,61281.113276307864,1277563.3515983501,100000000,2490946024.0835423,0,0.65000000000000002,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,0,0,0,177671800,400000000,5489953300,21445130.078125,21466300,47010200,57544400,64232500,0,0,214736077073854533,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,64,64,4,64,64,4,1680254100,400000000,860500,3361.328125,3200,4800,6300,10900,0,0,214736077073854533,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,128,64,4,128,64,4,1573270500,400000000,573500,2240.234375,2100,3500,4600,5900,0,0,214736077073854533,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,256,64,4,256,64,4,1508082500,400000000,662500,2587.890625,2500,3800,5000,8200,0,0,214736077073854533,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..438a721
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0001696707824694469,0.00016967078246944703,6582158600
+"baseline","std::vector_reserved",512,64,4,1,0.00017941574470836015,0.0001794157447083601,6224648800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.83045806067816774,0.83045806067816774,1344800
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.52701618611674772,0.52701618611674772,2119100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.57745604963805586,0.57745604963805586,1934000
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,1116800
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.43742900787278211,0.43742900787278211,2553100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..f4e77da
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,1024,64,3,840308600,400000000,6582158600,5142311.40625,17356400,62199600,74473300,911272200,0,911272200,214738246706670098,923450056,1,0,0,0,11,4608,1,706605.26372094534,32044.083892653282,32044.083892653282,100000001,0,0,0.33861762816563323,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,0,0,0,146485300,400000000,6224648800,4863006.875,22519200,52125800,62982700,87129000,0,0,214738246706670098,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,64,64,4,64,64,4,1731265500,400000000,2553100,1994.609375,2600,3900,4200,8600,0,0,214738246706670098,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,128,64,4,128,64,4,1560537200,400000000,2119100,1655.546875,2200,3600,5300,6600,0,0,214738246706670098,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,256,64,4,256,64,4,1552623700,400000000,1934000,1510.9375,2200,3500,4200,5400,0,0,214738246706670098,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,512,64,4,1581189300,400000000,1116800,872.5,1400,2100,2600,3000,0,0,214738246706670098,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,1024,64,4,1024,64,4,1526949100,400000000,1344800,1050.625,2100,3500,4100,5200,0,0,214738246706670098,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..d669402
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0003770572937070554,0.00037705729370705551,5715311800
+"baseline","std::vector_reserved",512,64,4,1,0.00035568223748323654,0.0003556822374832367,6058778800
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,2155000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.34958795665433778,0.34958795665433778,6164400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.35114304801942287,0.35114304801942287,6137100
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.64039701643338975,0.64039701643338975,3365100
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.28660726160393674,0.28660726160393668,7519000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..cf0dfc4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,128,64,4,128,64,4,1506338600,400000000,6164400,1203.984375,2100,3100,6500,18800,0,0,214743653279425984,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,256,64,4,256,64,4,1486826200,400000000,6137100,1198.65234375,1900,3000,3900,8500,0,0,214743653279425984,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,512,64,4,1600919700,400000000,3365100,657.24609375,1400,2100,2700,4500,0,0,214743653279425984,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,1024,64,4,1024,64,4,1589604300,400000000,2155000,420.8984375,1300,2000,2400,2600,0,0,214743653279425984,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,512,64,4,724607100,400000000,5715311800,1116271.8359375,19398800,45927400,57746900,69016400,0,0,214743653279425984,450001096,0,0,0,0,19,40928,1,57363.357812169917,3102.0548281853044,57363.357812169917,100000001,0,0,0.030985431533819299,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,0,0,0,162851000,400000000,6058778800,1183355.234375,21045500,49997400,60812900,66797300,0,0,214743653279425984,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,64,64,4,64,64,4,1725971300,400000000,7519000,1468.5546875,2300,3300,3900,4800,0,0,214743653279425984,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..f465337
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,9.5777340860772348e-05,9.5777340860772335e-05,5090974500
+"baseline","std::vector_reserved",512,64,4,1,9.2715072871556319e-05,9.2715072871556373e-05,5259123300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,487600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.49633550488599348,0.49633550488599348,982400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.43427146419665125,0.43427146419665125,1122800
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.96535339536725406,0.96535339536725406,505100
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.48580253063664441,0.48580253063664441,1003700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..2a64eb7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/baseline-n100000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,0,0,0,144818900,400000000,5259123300,10271725.1953125,18461000,44837600,55039200,57626600,0,0,214735989693662747,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,64,64,4,64,64,4,1611784800,400000000,1003700,1960.3515625,2400,3300,7800,18800,0,0,214735989693662747,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,128,64,4,128,64,4,1511481000,400000000,982400,1918.75,2300,3500,4100,6200,0,0,214735989693662747,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,256,64,4,256,64,4,1555334300,400000000,1122800,2192.96875,2500,3900,4700,6700,0,0,214735989693662747,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,512,64,4,1590391700,400000000,505100,986.5234375,1300,1900,2400,3000,0,0,214735989693662747,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,1024,64,4,1024,64,4,1488828500,400000000,487600,952.34375,1300,2100,2500,2500,0,0,214735989693662747,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,512,64,4,711086200,400000000,5090974500,9943309.5703125,18241400,45842900,55965800,57444800,0,0,214735989693662747,450001096,0,0,0,0,8,4064,1,776648.63581946737,42005.381935421734,776648.63581946737,100000001,2985590183.7847614,0,0.44492959146478817,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..5416dc7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.55116120606439156,0.55116120606439156,7044400
+"scalar","std::vector_reserved",512,64,4,1,1,1,3882600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.60002781770133062,0.60002781770133062,6470700
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.47932445695450082,0.47932445695450082,8100150
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.5367971353122537,0.5367971353122537,7232900
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.62629651734873293,0.62629651734873293,6199300
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.46960213356555813,0.46960213356555813,8267850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..ca4856c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,256,64,4,256,64,4,2771800,400000,6157000,60.126953125,400,1000,1400,2300,0,0,6814519168539,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,512,64,4,2345200,400000,5249300,51.2626953125,500,1000,1400,2300,0,0,6814519168539,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,1024,64,4,1024,64,4,1720300,400000,4826400,47.1328125,800,1500,1600,4200,0,0,6814519168539,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,256,64,2,736300,400000,5023200,49.0546875,400,3800,5700,1119000,401000,1119000,6814519168539,401096,2,0,0,0,33,131072,198,1.0000000000000004,17.200000000000003,18.400000000000006,100000,2280652.8000000007,0.125,9.0540859994112566e-38,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,512,64,4,0,0,0,272800,400000,3300700,32.2333984375,2500,5700,6200,11300,0,0,6814519168539,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000,102400,0,15899758476108453613,64,64,4,64,64,4,1863100,400000,6107300,59.6416015625,200,500,700,1600,0,0,6814519168539,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,256,64,4,256,64,4,2494200,400000,8308800,81.140625,400,900,1400,2800,0,0,5506290902612,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,512,64,4,3110200,400000,7149300,69.8173828125,700,1800,2500,3500,0,0,5506290902612,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,1024,64,4,1024,64,4,2500100,400000,8115000,79.248046875,1100,2400,3000,17000,0,0,5506290902612,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,512,64,4,256,64,2,988000,400000,9065600,88.53125,400,3900,5900,2356800,743600,2356800,5506290902612,401096,2,0,0,0,33,131072,198,1.0000000000000004,17.200000000000003,18.400000000000006,100000,2280652.8000000007,0,9.0540859994112566e-38,"vector","ok"
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+"scalar","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,64,64,4,64,64,4,3482800,400000,10428400,101.83984375,300,900,1400,2100,0,0,5506290902612,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000,102400,1,4796390428011735800,128,64,4,128,64,4,2985100,400000,8255300,80.6181640625,300,900,1200,2200,0,0,5506290902612,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..420690d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.29200815032827709,0.29200815032827709,4417000
+"scalar","std::vector_reserved",512,64,4,1,0.24477634600421308,0.24477634600421308,5269300
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.43736118411013714,0.43736118411013714,2949050
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,1289800
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.94960427020062577,0.94960427020062577,1358250
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.68952981743337516,0.68952981743337516,1870550
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.78526636225266366,0.78526636225266366,1642500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-phase-ppm200000.csv
new file mode 100644
index 0000000..3e1c90e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-phase-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,128,64,4,128,64,4,2921700,400000,1132500,221.19140625,300,1000,1400,2000,0,0,215881988366452,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,256,64,4,256,64,4,2619500,400000,969500,189.35546875,400,1000,1600,3200,0,0,215881988366452,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,512,64,4,3142800,400000,1886700,368.49609375,700,2800,3800,13700,0,0,215881988366452,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,1024,64,4,1024,64,4,2699600,400000,1406900,274.78515625,1000,1800,2300,3300,0,0,215881988366452,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000,5120,0,11112363074822081165,512,64,4,0,0,0,747200,400000,4629400,904.1796875,3400,7600,11700,513500,0,0,215881988366452,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000,5120,1,288356743866119832,128,64,4,128,64,4,3125500,400000,1447100,282.63671875,300,1100,2100,4000,0,0,215656286617341,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000,5120,1,288356743866119832,256,64,4,256,64,4,3352500,400000,1747000,341.2109375,600,2300,3100,13500,0,0,215656286617341,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,512,64,4,2916900,400000,1854400,362.1875,800,2900,3800,64700,0,0,215656286617341,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000,5120,1,288356743866119832,1024,64,4,1024,64,4,11356500,400000,4491200,877.1875,1000,1800,3400,2839400,0,0,215656286617341,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,256,64,2,1558900,400000,4636900,905.64453125,400,6200,8500,1579000,745400,1579000,215656286617341,401096,2,0,0,0,33,38656,16,2.273295060751138,18.233907120296752,18.724865596005806,100000,635951.91061080445,1,0.0010153451678210151,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000,5120,1,288356743866119832,512,64,4,0,0,0,497400,400000,5909200,1154.140625,3600,7200,10700,1367300,0,0,215656286617341,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000,5120,1,288356743866119832,64,64,4,64,64,4,3870100,400000,1011200,197.5,300,700,1200,96800,0,0,215656286617341,1071480,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..0ea0d51
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.81310080326573608,0.81310080326573608,24300800
+"scalar","std::vector_reserved",512,64,4,1,1,1,19759000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.27451882098202407,0.27451882098202407,71976850
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.23429431273944937,0.2342943127394494,84334100
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.26931084419456514,0.26931084419456514,73368750
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.25162142303191143,0.25162142303191143,78526700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.20454154908728034,0.20454154908728031,96601400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..70b73f5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,512,64,4,3014600,400000,77214300,75.404589843750003,600,1100,2200,10100,0,0,1989914487193003,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,1024,64,4,1024,64,4,3233000,400000,77275900,75.464746093749994,1000,1800,3000,7100,0,0,1989914487193003,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,512,64,4,1257500,400000,21258400,20.760156250000001,3800,5500,15000,59100,0,0,1989914487193003,451096,0,0,0,0,1020,131072,4,1.0107423716435653,17.200786978302069,1.0107423716435653,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,512,64,4,0,0,0,364700,400000,17703600,17.288671874999999,3700,5200,8600,46700,0,0,1989914487193003,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,64,64,4,64,64,4,2636600,400000,86073700,84.056347656249997,300,900,1600,3300,0,0,1989914487193003,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,128,64,4,128,64,4,2593500,400000,85437900,83.435449218749994,300,1200,2000,3600,0,0,1989914487193003,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000,1024000,0,14625830293471892295,256,64,4,256,64,4,3307800,400000,75835800,74.058398437500003,400,1000,2000,3700,0,0,1989914487193003,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,1024,64,4,1024,64,4,3013400,400000,66677800,65.115039062500003,1000,1800,2500,8200,0,0,1989186316494087,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,512,64,4,939900,400000,27343200,26.702343750000001,3600,15000,23500,32600,0,0,1989186316494087,451096,0,0,0,0,1020,131072,4,1.0107007362140152,17.207448708596736,1.0107007362140152,100001,0,1,1.9472243052797072e-05,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,0,0,0,704900,400000,21814400,21.303125000000001,3100,7400,16200,316600,0,0,1989186316494087,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,64,64,4,64,64,4,4060400,400000,107129100,104.61826171875001,300,1400,3000,171500,0,0,1989186316494087,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,128,64,4,128,64,4,2627600,400000,83230300,81.279589843750003,300,1200,2100,2900,0,0,1989186316494087,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,256,64,4,256,64,4,2758800,400000,70901700,69.239941406249997,400,800,1600,4300,0,0,1989186316494087,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000,1024000,1,6110850951453634386,512,64,4,512,64,4,2786000,400000,79839100,77.967871093750006,700,1300,2300,2900,0,0,1989186316494087,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..edf4936
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.87864682288368168,0.87864682288368168,4737000
+"scalar","std::vector_reserved",512,64,4,1,1,1,4162150
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.59772665259287983,0.59772665259287983,6963300
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.49763565821959982,0.49763565821959982,8363850
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.49284500571333845,0.49284500571333845,8445150
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.75176555585658811,0.75176555585658811,5536500
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.39530344762085667,0.39530344762085667,10529000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..5735bf3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,128,64,4,128,64,4,2771500,400000,9366000,91.46484375,200,500,900,1500,0,0,6085357550071,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,256,64,4,256,64,4,2924800,400000,6770800,66.12109375,300,600,700,1200,0,0,6085357550071,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,512,64,4,2716300,400000,5164200,50.431640625,500,900,1000,1500,0,0,6085357550071,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,1024,64,4,1024,64,4,2279500,400000,6222900,60.7705078125,800,1500,1800,11900,0,0,6085357550071,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,512,64,4,908300,400000,4499000,43.935546875,3000,3200,4400,18700,0,0,6085357550071,451096,0,0,0,0,395,131072,1,9.6002566414047426,20.393072007921738,9.6002566414047426,100001,0,1,0.004473682887553166,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,512,64,4,0,0,0,392600,400000,3441800,33.611328125,3000,3600,4500,13500,0,0,6085357550071,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000,102400,0,6840442951460050499,64,64,4,64,64,4,4040500,400000,10750400,104.984375,200,700,1200,113500,0,0,6085357550071,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,256,64,4,256,64,4,2234900,400000,10119500,98.8232421875,300,600,1400,10200,0,0,6037801235676,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,512,64,4,2470400,400000,5908800,57.703125,500,1000,1300,2000,0,0,6037801235676,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,1024,64,4,1024,64,4,2345900,400000,7703700,75.2314453125,900,1600,1800,2600,0,0,6037801235676,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,512,64,4,1190100,400000,4975000,48.583984375,3000,4100,4900,29300,0,0,6037801235676,451096,0,0,0,0,395,131072,1,9.6577854237098304,20.816305119376754,9.6577854237098304,100001,0,1,0.004473682887553166,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,512,64,4,0,0,0,432800,400000,4882500,47.6806640625,3000,3200,4000,13300,0,0,6037801235676,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,64,64,4,64,64,4,2866100,400000,10307600,100.66015625,200,600,1000,87100,0,0,6037801235676,1073784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000,102400,1,13896238344990599766,128,64,4,128,64,4,2894300,400000,7361700,71.8916015625,300,500,700,69700,0,0,6037801235676,994368,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..32fa749
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.1072209240973845,0.10722092409738448,3980100
+"scalar","std::vector_reserved",512,64,4,1,0.1206155846358215,0.12061558463582149,3538100
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.42666466706658668,0.42666466706658668,1000200
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,426750
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.9388406115938841,0.9388406115938841,454550
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.68427804056762609,0.68427804056762609,623650
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.53005837784126197,0.53005837784126197,805100
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..c44e0dc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,128,64,2,1279100,400000,4387100,4284.27734375,400,4700,6900,2803500,0,2803500,215170121527631,988624,1,0,0,0,32,5888,1,1255.1331781805152,248.17722076868188,248.17722076868188,100000,0,1,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,0,0,0,363800,400000,3833800,3743.9453125,3700,4800,6000,31200,0,0,215170121527631,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,64,64,4,64,64,4,3174600,400000,557000,543.9453125,200,500,1100,151900,0,0,215170121527631,1072056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,128,64,4,128,64,4,3504400,400000,436000,425.78125,300,700,1600,2500,0,0,215170121527631,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,256,64,4,256,64,4,3538200,400000,436700,426.46484375,400,600,700,1300,0,0,215170121527631,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,512,64,4,512,64,4,3125700,400000,656500,641.11328125,600,1000,1100,5600,0,0,215170121527631,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000,1024,0,11128207127123979603,1024,64,4,1024,64,4,3174300,400000,1011300,987.59765625,900,1600,1800,2200,0,0,215170121527631,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,0,0,0,504600,400000,3242400,3166.40625,3100,4700,6900,23800,0,0,215162414994922,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,64,64,4,64,64,4,3950100,400000,1053200,1028.515625,200,700,1300,338800,0,0,215162414994922,1073208,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,128,64,4,128,64,4,3063100,400000,417500,407.71484375,300,500,600,60700,0,0,215162414994922,993280,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,256,64,4,256,64,4,2897700,400000,472400,461.328125,400,600,800,17600,0,0,215162414994922,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,512,64,4,3338800,400000,590800,576.953125,500,900,1100,2700,0,0,215162414994922,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,1024,64,4,1024,64,4,2784400,400000,989100,965.91796875,900,1600,1800,2100,0,0,215162414994922,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000,1024,1,313049469060616518,512,64,4,128,64,2,1233000,400000,3573100,3489.35546875,300,4000,4700,2230700,0,2230700,215162414994922,993280,1,0,0,0,32,5888,1,1257.4030864853059,253.13339499767505,253.13339499767505,100000,0,1,0.65000000000000002,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..5e78464
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.2680645439641039,0.2680645439641039,2897250
+"scalar","std::vector_reserved",512,64,4,1,0.21125285605483626,0.21125285605483626,3676400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.54980178394449952,0.54980178394449952,1412600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.74667115319905786,0.74667115319905786,1040150
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,776650
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.62863733862155491,0.62863733862155491,1235450
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.47212765957446806,0.47212765957446806,1645000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..c8dc2ff
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_localized-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,64,64,4,64,64,4,4273200,400000,1230000,240.234375,200,500,900,133800,0,0,223907136138216,1072632,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,128,64,4,128,64,4,2825500,400000,629300,122.91015625,200,500,600,700,0,0,223907136138216,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,256,64,4,256,64,4,2918800,400000,838100,163.69140625,400,700,800,1000,0,0,223907136138216,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,512,64,4,3011400,400000,1196400,233.671875,600,1000,1200,6000,0,0,223907136138216,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,1024,64,4,1024,64,4,3549600,400000,1463700,285.87890625,900,1600,1800,120100,0,0,223907136138216,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,128,64,2,1192000,400000,3233400,631.5234375,300,4100,4500,1693900,0,1693900,223907136138216,988624,1,0,0,0,47,35328,1,650.98069379165486,139.16353510243653,139.16353510243653,100001,0,1,0.33638311927479458,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000,5120,0,17775505792713826588,512,64,4,0,0,0,550100,400000,3584300,700.05859375,3600,4200,5600,16500,0,0,223907136138216,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,128,64,4,128,64,4,4586100,400000,1451000,283.3984375,300,600,900,43700,0,0,215790110840440,993280,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,256,64,4,256,64,4,3387500,400000,715200,139.6875,300,600,700,1100,0,0,215790110840440,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,512,64,4,2686700,400000,1274500,248.92578125,600,1000,1100,16000,0,0,215790110840440,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,1024,64,4,1024,64,4,2478400,400000,1361500,265.91796875,900,1600,1800,17200,0,0,215790110840440,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,128,64,2,1307200,400000,2561100,500.21484375,300,4000,4300,1358100,0,1358100,215790110840440,988624,1,0,0,0,47,35328,1,649.15973788491976,152.44222344961213,152.44222344961213,100001,0,1,0.33638311927479458,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,512,64,4,0,0,0,420300,400000,3768500,736.03515625,3300,4500,5300,183200,0,0,215790110840440,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000,5120,1,7536828881166228745,64,64,4,64,64,4,3337800,400000,2060000,402.34375,300,900,2200,258800,0,0,215790110840440,1073784,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..c9e130a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.32854401550638024,0.32854401550638024,38693750
+"scalar","std::vector_reserved",512,64,4,1,1,1,12712600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.068265228396071048,0.068265228396071062,186223650
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.11399497574179096,0.11399497574179097,111518950
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.11623416164856003,0.11623416164856003,109370600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.11042312244166731,0.1104231224416673,115126250
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.086912053555862887,0.0869120535558629,146269700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..dfe739d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm0.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,0,0,0,337300,400000,13820100,6.91005,0,0,0,0,0,0,4374038714201696,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,64,64,4,64,64,4,2619500,400000,149943000,74.971500000000006,0,0,0,0,0,0,4374038714201696,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,128,64,4,128,64,4,2188500,400000,127844300,63.922150000000002,0,0,0,0,0,0,4374038714201696,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,256,64,4,256,64,4,1907300,400000,130888900,65.444450000000003,0,0,0,0,0,0,4374038714201696,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,512,64,4,3935000,400000,150150000,75.075000000000003,0,0,0,0,0,0,4374038714201696,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,1024,64,4,1024,64,4,2393500,400000,296174300,148.08715000000001,0,0,0,0,0,0,4374038714201696,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000,2000000,0,10826753127053918303,512,64,4,512,64,4,1174900,400000,63211200,31.605599999999999,0,0,0,0,0,0,4374038714201696,451096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,64,64,4,64,64,4,2529500,400000,142596400,71.298199999999994,0,0,0,0,0,0,4375373256269382,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,128,64,4,128,64,4,1865300,400000,95193600,47.596800000000002,0,0,0,0,0,0,4375373256269382,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,256,64,4,256,64,4,1710400,400000,87852300,43.92615,0,0,0,0,0,0,4375373256269382,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,512,64,4,1840300,400000,80102500,40.051250000000003,0,0,0,0,0,0,4375373256269382,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,1024,64,4,1024,64,4,2166300,400000,76273000,38.136499999999998,0,0,0,0,0,0,4375373256269382,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,512,64,4,812600,400000,14176300,7.0881499999999997,0,0,0,0,0,0,4375373256269382,451096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000,2000000,1,609994904536120394,512,64,4,0,0,0,287000,400000,11605100,5.8025500000000001,0,0,0,0,0,0,4375373256269382,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..fab00ce
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.83442273224407304,0.83442273224407304,60117250
+"scalar","std::vector_reserved",512,64,4,1,1,1,50163200
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.17274171234451097,0.17274171234451097,290394250
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.082329405921923018,0.082329405921923018,609298700
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.11049169079938921,0.11049169079938921,453999750
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.14568468596149248,0.14568468596149245,344327200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.11974903482968303,0.11974903482968302,418902750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..501680e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm100.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,128,64,4,128,64,4,2432500,400000,847077500,105.8846875,700,1800,2700,8100,0,0,17424870186583453,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000,8000000,0,17019018911105138296,512,64,4,512,64,4,2538100,400000,376704300,47.088037499999999,600,1200,2100,4200,0,0,17424870186583453,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000,8000000,1,8221543487692718701,128,64,4,128,64,4,1689900,400000,371519900,46.439987500000001,400,800,1100,1900,0,0,17418471373277146,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..114040d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.7899355802446083,0.7899355802446083,11782100
+"scalar","std::vector_reserved",512,64,4,1,1,1,9307100
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.19799433700158914,0.19799433700158914,47006900
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.182288601258007,0.182288601258007,51056950
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.18249698766535977,0.18249698766535977,50998650
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.20473861295314733,0.20473861295314733,45458450
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.16610996836502037,0.16610996836502037,56029750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..cef5731
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000.csv
@@ -0,0 +1,15 @@
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..42fa829
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.91336245320021392,0.91336245320021392,5609000
+"scalar","std::vector_reserved",512,64,4,1,1,1,5123050
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.51301552650420834,0.51301552650420834,9986150
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+"scalar","tiered_forced_leaf_256",256,64,4,1,0.44894731076788258,0.44894731076788258,11411250
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.49832935328706429,0.49832935328706429,10280450
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.38774853734777442,0.38774853734777442,13212300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..d5d1ca8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,1024,64,4,1024,64,4,2837300,400000,13004400,126.99609375,1300,2500,3400,4300,0,0,6080142278894,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000,102400,0,7455321387274442144,256,64,4,256,64,4,3420700,400000,15824600,154.537109375,700,1700,2100,3500,0,0,6080142278894,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,256,64,4,256,64,4,2662700,400000,6997900,68.3388671875,400,700,900,4700,0,0,6408135346916,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000,102400,1,17960890725677132213,512,64,4,512,64,4,2662500,400000,7292700,71.2177734375,600,1200,1700,5600,0,0,6408135346916,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..eef2a97
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.21471565139687412,0.2147156513968741,2965550
+"scalar","std::vector_reserved",512,64,4,1,0.14500426985482492,0.14500426985482492,4391250
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.56832381292395573,0.56832381292395573,1120400
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.92901955062737085,0.92901955062737085,685400
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,636750
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.62960399466060213,0.62960399466060213,1011350
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.91107454571469448,0.91107454571469448,698900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..4ef0996
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,128,64,4,128,64,4,2417800,400000,900300,879.19921875,800,1600,2000,5600,0,0,215171426186802,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,256,64,4,256,64,4,2528800,400000,752300,734.66796875,600,1500,2100,2500,0,0,215171426186802,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,512,64,4,2678200,400000,692300,676.07421875,600,1200,1600,2500,0,0,215171426186802,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,1024,64,4,1024,64,4,2540500,400000,1014600,990.8203125,900,1600,2000,28500,0,0,215171426186802,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000,1024,0,3226352588672623368,512,64,4,0,0,0,616900,400000,4718400,4607.8125,3600,8000,11400,206200,0,0,215171426186802,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,256,64,4,256,64,4,2194900,400000,521200,508.984375,400,900,1600,7800,0,0,215124750901873,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,512,64,4,512,64,4,2796600,400000,1330400,1299.21875,600,1300,2100,587200,0,0,215124750901873,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000,1024,1,12894147872952688413,64,64,4,64,64,4,3117900,400000,758400,740.625,600,1400,1700,2500,0,0,215124750901873,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..e26a5f3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.20462758306143214,0.20462758306143214,2850300
+"scalar","std::vector_reserved",512,64,4,1,0.1665167801521705,0.1665167801521705,3502650
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.50565694221682778,0.50565694221682778,1153450
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.9337976304835095,0.9337976304835095,624600
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.34240342843724314,0.34240342843724314,1703400
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.47554015491235224,0.47554015491235224,1226500
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,583250
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..6dc1e5c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,256,64,4,256,64,4,2742000,400000,2664500,520.41015625,1000,2400,3100,144400,0,0,224022938705587,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,512,64,4,2646600,400000,1656600,323.5546875,700,2100,2600,5000,0,0,224022938705587,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,1024,64,4,1024,64,4,2594800,400000,1088100,212.51953125,800,1500,1900,5700,0,0,224022938705587,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,256,64,2,920000,400000,2306900,450.56640625,400,3500,5600,1212100,0,1212100,224022938705587,952664,1,0,0,0,47,35328,1,805.90151436334736,254.15924992349798,254.15924992349798,100001,0,0,0.33638311927479458,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,512,64,4,0,0,0,649700,400000,3074200,600.4296875,2700,6500,8900,19200,0,0,224022938705587,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,64,64,4,64,64,4,2713200,400000,608100,118.76953125,200,500,800,1800,0,0,224022938705587,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000,5120,0,15879327976334247065,128,64,4,128,64,4,2884900,400000,510800,99.765625,200,500,600,900,0,0,224022938705587,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,1024,64,4,1024,64,4,2075400,400000,1218800,238.046875,900,1700,2400,3200,0,0,215899524808229,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,128,64,4,128,64,4,2366100,400000,738400,144.21875,300,600,1000,5800,0,0,215899524808229,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000,5120,1,4785581551856990348,256,64,4,256,64,4,2864900,400000,742300,144.98046875,400,800,1200,6400,0,0,215899524808229,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..2a71c17
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.86904728457842839,0.86904728457842839,3559300
+"scalar","std::vector_reserved",512,64,4,1,0.88871011765381913,0.88871011765381913,3480550
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,3093200
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.85063318987446201,0.85063318987446201,3636350
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.80282384697241038,0.80282384697241038,3852900
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.92305396815923368,0.92305396815923368,3351050
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.71872204472843448,0.71872204472843448,4303750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..9334922
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm50000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,0,0,0,208100,400000,3350500,163.5986328125,2900,6300,8300,18800,0,0,253316827165376,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,64,64,4,64,64,4,2616200,400000,4408500,215.2587890625,500,1000,1300,1700,0,0,253316827165376,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,128,64,4,128,64,4,2420200,400000,3815100,186.2841796875,500,1000,1300,5600,0,0,253316827165376,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,256,64,4,256,64,4,1946300,400000,3793800,185.244140625,600,1300,1600,2300,0,0,253316827165376,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,512,64,4,512,64,4,2162000,400000,4152400,202.75390625,1000,1900,2400,2900,0,0,253316827165376,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000,20480,0,9096369810869536332,1024,64,4,1024,64,4,2169300,400000,3171800,154.873046875,1100,2200,2700,9000,0,0,253316827165376,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,0,0,0,298600,400000,3610600,176.298828125,3200,7000,7900,27400,0,0,252495084839229,450000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,64,64,4,64,64,4,2113100,400000,4199000,205.029296875,500,900,1300,1500,0,0,252495084839229,1063760,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,128,64,4,128,64,4,1846500,400000,3457600,168.828125,500,1000,1200,1600,0,0,252495084839229,988624,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,256,64,4,256,64,4,2328000,400000,3912000,191.015625,700,1400,1700,1900,0,0,252495084839229,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,512,64,4,1993300,400000,2549700,124.4970703125,700,1400,1700,9600,0,0,252495084839229,937328,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,1024,64,4,1024,64,4,2057500,400000,3014600,147.197265625,1100,2200,2800,4500,0,0,252495084839229,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000,20480,1,16144196973094582873,512,64,4,512,64,4,843200,400000,3221300,157.2900390625,2900,6000,8100,33700,0,0,252495084839229,451096,0,0,0,0,76,131072,1,59.089435330502283,42.670336199447959,59.089435330502283,100001,0,0,0.031001312921062472,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..b5d9fc9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.1863007112657136,0.1863007112657136,3535950
+"scalar","std::vector_reserved",512,64,4,1,0.19493105284961829,0.19493105284961829,3379400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.44432078780520706,0.44432078780520706,1482600
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,658750
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.73797120932056237,0.73797120932056237,892650
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.322371479605569,0.322371479605569,2043450
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.98637418582016922,0.98637418582016922,667850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..bf69287
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000-steady_uniform-ppm500000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,1024,64,4,1024,64,4,2871900,400000,1929000,941.89453125,1500,3500,4700,11400,0,0,213595643033546,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000,2048,0,1596650693524441894,512,64,4,256,64,2,1254400,400000,3737500,1824.951171875,1100,5900,8200,1657900,0,1657900,213595643033546,952664,1,0,0,0,35,12032,1,866.64164453623005,372.20583383476907,372.20583383476907,100001,0,0,0.41770262349693482,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,1024,64,4,1024,64,4,2218200,400000,1036200,505.95703125,900,1600,2000,2700,0,0,213763614900049,927832,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,512,64,4,256,64,2,925100,400000,3334400,1628.125,1100,4600,8000,1491200,0,1491200,213763614900049,952664,1,0,0,0,35,12032,1,925.38187131154973,362.79651997350373,362.79651997350373,100001,0,0,0.41770262349693482,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000,2048,1,9808568279498602291,256,64,4,256,64,4,2801600,400000,1259100,614.794921875,900,1900,2500,5200,0,0,213763614900049,952664,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..cb1598a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.27427280546431787,0.27427280546431787,89174900
+"scalar","std::vector_reserved",512,64,4,1,0.049751833280784384,0.04975183328078437,491605000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.80825263171808936,0.80825263171808936,30260650
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.92869496870271473,0.92869496870271473,26336150
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.86241306053366951,0.86241306053366951,28360250
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,24458250
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.9772257349195409,0.9772257349195409,25028250
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..874ff91
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",1000000,102400,1,4796390447452334840,512,64,4,1024,64,2,13999900,4000000,94163200,919.5625,1400,403600,823000,13199400,8582600,13199400,2080314261239396,4001096,2,0,0,0,33,131072,198,1.0000000000000004,19.200000000000003,20.800000000000004,1000000,2595225.6000000006,0,9.0540859994112566e-38,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..b79309e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.01195314255356672,0.011953142553566722,297971850
+"scalar","std::vector_reserved",512,64,4,1,0.0036586868491435501,0.0036586868491435493,973491350
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.24961979184917826,0.24961979184917826,14268500
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,3561700
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.19435493772424048,0.19435493772424048,18325750
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.90648104551875086,0.90648104551875086,3929150
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.6790787240938817,0.6790787240938817,5244900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-phase-ppm200000.csv
new file mode 100644
index 0000000..e8058a8
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-phase-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,64,64,4,64,64,4,44952400,4000000,3926600,766.9140625,1100,2900,4000,8100,0,0,2152476462000353,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,128,64,4,128,64,4,38379100,4000000,3549700,693.30078125,900,2000,2800,6600,0,0,2152476462000353,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,256,64,4,256,64,4,46383500,4000000,6859400,1339.7265625,1800,4300,5800,365800,0,0,2152476462000353,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",1000000,5120,0,11112363020971412109,512,64,4,512,64,4,44141500,4000000,4302300,840.29296875,1700,4900,6400,18300,0,0,2152476462000353,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,512,64,2,13406200,4000000,296281000,57867.3828125,1600,1560500,2141500,30503200,0,30503200,2152615473104813,9328048,1,0,0,0,33,38400,16,13.722850575375599,20.133256244499126,21.666741889736095,1000000,0,1,0.00065997435908365985,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,0,0,0,9499000,4000000,1001645800,195633.9453125,764900,2102900,3758900,37427400,0,0,2152615473104813,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,64,64,4,64,64,4,38028300,4000000,6563200,1281.875,800,1800,2800,4200,0,0,2152615473104813,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,128,64,4,128,64,4,38450300,4000000,3573700,697.98828125,1100,2600,3300,6500,0,0,2152615473104813,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,512,64,4,512,64,4,63887800,4000000,3556000,694.53125,1400,3600,4900,6400,0,0,2152615473104813,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",1000000,5120,1,288356767635240600,1024,64,4,1024,64,4,103379600,4000000,23283800,4547.6171875,1900,5200,8800,14478300,0,0,2152615473104813,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..de180ca
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.34765018249814156,0.34765018249814161,1431261150
+"scalar","std::vector_reserved",512,64,4,1,0.40158500666405278,0.40158500666405278,1239035800
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.79913203007219324,0.79913203007219324,622648300
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.67580918827020375,0.67580918827020375,736270250
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.7062461952086988,0.7062461952086988,704539300
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,497578200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.52453524652312822,0.52453524652312822,948607750
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..4a5d4bc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,64,64,4,64,64,4,30180800,4000000,647165100,631.99716796874998,1200,2500,3300,5300,0,0,119105681675008,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,128,64,4,128,64,4,34413500,4000000,743459200,726.03437499999995,1500,3500,5300,8400,0,0,119105681675008,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,256,64,4,256,64,4,128998400,4000000,623548500,608.93408203125,1700,4400,6000,37900,0,0,119105681675008,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,512,64,4,31206400,4000000,468100800,457.12968749999999,2100,5400,6700,11300,0,0,119105681675008,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,1024,64,4,1024,64,4,39442800,4000000,523131600,510.87070312499998,3000,6700,9400,88000,0,0,119105681675008,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,512,64,4,12251000,4000000,1460576500,1426.34423828125,734500,3298300,8189700,26435200,0,0,119105681675008,4501096,0,0,0,0,1020,131072,4,1.1065149301902983,19.208182158677957,1.1065149301902983,1000001,0,1,6.8727974304203696e-06,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",1000000,1024000,0,14625830342977262407,512,64,4,0,0,0,5420800,4000000,1084315100,1058.9014648437501,738300,2005100,4514900,24385000,0,0,119105681675008,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,128,64,4,128,64,4,43532900,4000000,729081300,711.99345703125005,1600,4200,5400,92300,0,0,120633346547338,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,256,64,4,256,64,4,55887400,4000000,785530100,767.11923828124998,1900,4700,6600,66300,0,0,120633346547338,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,512,64,4,37291800,4000000,527055600,514.70273437499998,2000,4700,6600,74300,0,0,120633346547338,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,1024,64,4,1024,64,4,40869200,4000000,722165000,705.2392578125,3400,7200,10000,26700,0,0,120633346547338,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,512,64,4,13408900,4000000,1401945800,1369.0876953125,802900,2929000,7668800,31886200,0,0,120633346547338,4501096,0,0,0,0,1020,131072,4,1.1054442391289472,19.208384161909024,1.1054442391289472,1000001,0,1,6.8727974304203696e-06,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,512,64,4,0,0,0,18573000,4000000,1393756500,1361.09033203125,897400,1620000,7355300,91061500,0,0,120633346547338,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",1000000,1024000,1,6110850940586192722,64,64,4,64,64,4,43801500,4000000,1250050400,1220.7523437499999,1700,4300,7500,96100,0,0,120633346547338,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..603198a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.049777156335521718,0.049777156335521718,760095650
+"scalar","std::vector_reserved",512,64,4,1,0.066240845913008412,0.066240845913008398,571179300
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,37835400
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.71615161773599301,0.71615161773599301,52831550
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.86981030358553002,0.86981030358553002,43498450
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.98736932206662942,0.98736932206662942,38319400
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.69738944830598915,0.69738944830598915,54252900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..8894038
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,512,64,4,13833000,4000000,660476000,6449.9609375,585700,928300,1047800,32621800,0,0,2081090021555919,4501096,0,0,0,0,395,131072,1,86.19821178253197,25.262513974258994,86.19821178253197,1000001,0,1,0.0044610834419307891,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,0,0,0,3568800,4000000,706950400,6903.8125,615500,932300,1568500,21092700,0,0,2081090021555919,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,64,64,4,64,64,4,36056900,4000000,50527800,493.435546875,700,1700,2300,1352600,0,0,2081090021555919,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,128,64,4,128,64,4,30786800,4000000,45763600,446.91015625,1000,2000,2600,3500,0,0,2081090021555919,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,256,64,4,256,64,4,25943400,4000000,34279700,334.7626953125,800,1700,2500,6000,0,0,2081090021555919,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,512,64,4,512,64,4,26859800,4000000,28140400,274.80859375,700,1700,2300,4800,0,0,2081090021555919,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",1000000,102400,0,6840442829217060419,1024,64,4,1024,64,4,22044900,4000000,37198000,363.26171875,1100,2000,2400,15128500,0,0,2081090021555919,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,0,0,0,1754500,4000000,435408200,4252.033203125,413200,608000,683700,2296300,0,0,2080943029596723,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,64,64,4,64,64,4,51171600,4000000,57978000,566.19140625,800,1900,3100,15800,0,0,2080943029596723,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,128,64,4,128,64,4,37247700,4000000,59899500,584.9560546875,1100,2800,4200,6800,0,0,2080943029596723,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,256,64,4,256,64,4,26106700,4000000,52717200,514.81640625,1400,3100,3800,5000,0,0,2080943029596723,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,512,64,4,35219200,4000000,48498400,473.6171875,1000,2800,4100,7300,0,0,2080943029596723,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,1024,64,4,1024,64,4,39317400,4000000,38472800,375.7109375,1100,2900,4400,5200,0,0,2080943029596723,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",1000000,102400,1,13896238437185595990,512,64,4,512,64,4,13111600,4000000,859715300,8395.6572265625,639300,1362600,3154200,64268900,0,0,2080943029596723,4501096,0,0,0,0,395,131072,1,86.64298219073568,24.944737972577812,86.64298219073568,1000001,0,1,0.0044610834419307891,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..559c764
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0018696700106631044,0.0018696700106631051,299865750
+"scalar","std::vector_reserved",512,64,4,1,0.00071383103817312206,0.00071383103817312216,785409950
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.22376771103572138,0.22376771103572141,2505500
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,560650
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.8641337854500617,0.8641337854500617,648800
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.63454247071473036,0.63454247071473036,883550
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.78210225291204571,0.78210225291204571,716850
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..2a4d65c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,256,64,4,256,64,4,35331600,4000000,655500,640.13671875,400,1500,2500,5300,0,0,2148700591762538,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,512,64,4,33653800,4000000,922600,900.9765625,600,2500,3600,8600,0,0,2148700591762538,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,1024,64,4,1024,64,4,151589700,4000000,1141500,1114.74609375,1000,2300,3700,7000,0,0,2148700591762538,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,256,64,2,13297500,4000000,330283100,322542.08984375,700,918300,1156600,63258500,0,21838100,2148700591762538,9511376,1,0,0,0,32,5888,1,12506.517788852125,717.58880424835559,717.58880424835559,1000000,0,1,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,512,64,4,0,0,0,3899600,4000000,938433800,916439.2578125,706400,1282500,4686100,49099300,0,0,2148700591762538,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,64,64,4,64,64,4,58994300,4000000,714100,697.36328125,400,1600,2800,6600,0,0,2148700591762538,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",1000000,1024,0,11128207150607887699,128,64,4,128,64,4,39578000,4000000,533000,520.5078125,300,1300,1900,5400,0,0,2148700591762538,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,512,64,4,39187000,4000000,844500,824.70703125,600,1800,2500,9100,0,0,2148684364640333,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,1024,64,4,1024,64,4,36282400,4000000,3869500,3778.80859375,1000,2600,3900,1938500,0,0,2148684364640333,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,512,64,4,0,0,0,3908100,4000000,632386100,617564.55078125,586900,824100,1957400,8975100,0,0,2148684364640333,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",1000000,1024,1,313049415528714566,256,64,4,256,64,4,27386300,4000000,642100,627.05078125,400,1500,2000,6500,0,0,2148684364640333,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..97c0fa4
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.016126466948414773,0.016126466948414776,124804150
+"scalar","std::vector_reserved",512,64,4,1,0.0029915269919669565,0.0029915269919669552,672783500
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.6926677335535939,0.6926677335535939,2905650
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.73872270141310337,0.73872270141310337,2724500
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,2012650
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.70820577782469474,0.70820577782469474,2841900
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.83809781590289201,0.83809781590289201,2401450
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..81d9fe9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_localized-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,256,64,2,13074400,4000000,117900100,23027.36328125,700,544300,888500,19275900,0,19275900,2152607228920471,9511376,1,0,0,0,47,33280,1,6465.7348915041202,360.07055745992744,360.07055745992744,1000001,0,1,0.33637051982917221,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,0,0,0,3859400,4000000,663896700,129667.32421875,629700,955400,1067700,1799000,0,0,2152607228920471,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,64,64,4,64,64,4,35414500,4000000,2402800,469.296875,500,1200,1600,2300,0,0,2152607228920471,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,128,64,4,128,64,4,27462500,4000000,2555900,499.19921875,600,1300,1700,3800,0,0,2152607228920471,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",1000000,5120,0,17775505743166513436,512,64,4,512,64,4,24968000,4000000,2387600,466.328125,600,1700,2300,69000,0,0,2152607228920471,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,64,64,4,64,64,4,33225400,4000000,2400100,468.76953125,500,1300,1900,3900,0,0,2152457081764234,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,256,64,4,256,64,4,26149700,4000000,2437900,476.15234375,500,1300,1800,10700,0,0,2152457081764234,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",1000000,5120,1,7536828892042059017,1024,64,4,1024,64,4,31916500,4000000,3162500,617.67578125,1000,2600,4000,20400,0,0,2152457081764234,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..4ca949a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,1.0404340747851775,1.0404340747851775,175522750
+"scalar","std::vector_reserved",512,64,4,1,1,1,182619850
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.19400610723483386,0.19400610723483386,941309800
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.12830490165244163,0.1283049016524416,1423327150
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.15009439467411853,0.15009439467411853,1216700000
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.22095025626717898,0.22095025626717896,826520200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.10205177776835232,0.10205177776835234,1789482300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..a2a7651
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm0.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,1024,64,4,1024,64,4,31248600,4000000,1035481700,517.74085000000002,0,0,0,0,0,0,2506684106275713,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,512,64,4,512,64,4,13002100,4000000,310746500,155.37325000000001,0,0,0,0,0,0,2506684106275713,4501096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,128,64,4,128,64,4,32990100,4000000,1036507800,518.25390000000004,0,0,0,0,0,0,2506684106275713,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",1000000,2000000,0,10826753039145500767,256,64,4,256,64,4,33809700,4000000,1384488200,692.2441,0,0,0,0,0,0,2506684106275713,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,1024,64,4,1024,64,4,29959800,4000000,847137900,423.56894999999997,0,0,0,0,0,0,2506298225672477,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,512,64,4,12360500,4000000,40299000,20.1495,0,0,0,0,0,0,2506298225672477,4501096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,0,0,0,3629600,4000000,162651000,81.325500000000005,0,0,0,0,0,0,2506298225672477,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,64,64,4,64,64,4,32531700,4000000,1961234300,980.61715000000004,0,0,0,0,0,0,2506298225672477,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,128,64,4,128,64,4,114680700,4000000,1810146500,905.07325000000003,0,0,0,0,0,0,2506298225672477,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,256,64,4,256,64,4,76576100,4000000,1048911800,524.45590000000004,0,0,0,0,0,0,2506298225672477,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",1000000,2000000,1,609995031082466378,512,64,4,512,64,4,28367100,4000000,796193600,398.09679999999997,0,0,0,0,0,0,2506298225672477,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..0010e3b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.28174846751064836,0.28174846751064836,1628021100
+"scalar","std::vector_reserved",512,64,4,1,1,1,458692450
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.17618358562659359,0.17618358562659359,2603491400
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.1426555584249205,0.1426555584249205,3215384350
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.15893786662405615,0.15893786662405615,2885985950
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.19547637550065811,0.19547637550065811,2346536500
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.13983793897130445,0.13983793897130445,3280171700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..b5ac728
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm100.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,512,64,4,0,0,0,2582500,4000000,604704000,75.587999999999994,262000,767200,1158200,7537000,0,0,16521931868189982,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",1000000,8000000,0,17019018994752142968,128,64,4,128,64,4,57309000,4000000,5053933100,631.74163750000002,1800,4100,5100,11700,0,0,16521931868189982,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..eced1b0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.4517000004898431,0.4517000004898431,306220500
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+"scalar","tiered_forced_leaf_128",128,64,4,1,0.41046405919332357,0.41046405919332357,336983950
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.64245862471295545,0.64245862471295545,215297600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.94824021388907931,0.94824021388907931,145870000
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.42048537677301329,0.42048537677301329,328952700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..d1bae53
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,15 @@
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..fd9d20e
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
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+"scalar","tiered_forced_leaf_128",128,64,4,1,0.76904827497666362,0.76904827497666362,37387900
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+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,28753100
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.56604490466862878,0.56604490466862878,50796500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..43ba1b0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..1e1363b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
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+"scalar","tiered_forced_leaf_256",256,64,4,1,0.88953457375912992,0.88953457375912992,1875700
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.54094799636882374,0.54094799636882374,3084400
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.64405929128387251,0.64405929128387251,2590600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..8bc933d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,1024,64,4,1024,64,4,40762000,4000000,4843400,4729.8828125,3700,7000,10400,631600,0,0,2148637929169393,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,512,64,2,13282900,4000000,423838600,413904.8828125,3100,2222000,3127700,23824800,0,23824800,2148637929169393,9328048,1,0,0,0,32,5120,1,14034.121979221258,1751.6963262310974,1751.6963262310974,1000000,0,0.125,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,0,0,0,6557500,4000000,1048715700,1024136.42578125,867500,2773500,3966700,5903300,0,0,2148637929169393,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,64,64,4,64,64,4,49496600,4000000,3799900,3710.83984375,2500,5000,6500,888100,0,0,2148637929169393,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,128,64,4,128,64,4,51164500,4000000,1423600,1390.234375,1100,2300,3200,100200,0,0,2148637929169393,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,256,64,4,256,64,4,34335500,4000000,1994700,1947.94921875,1700,3400,4800,19600,0,0,2148637929169393,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",1000000,1024,0,3226352530526987016,512,64,4,512,64,4,50103000,4000000,4023700,3929.39453125,2500,5300,7600,1046800,0,0,2148637929169393,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,1024,64,2,17255300,4000000,273414200,267006.0546875,3400,1563000,2918000,21160200,0,21160200,2148708321383597,9245080,1,0,0,0,32,5888,1,11563.903176382244,1700.1056396050533,1700.1056396050533,1000000,0,0,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,0,0,0,5491400,4000000,692369600,676142.1875,566000,2066100,2948300,4490200,0,0,2148708321383597,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,64,64,4,64,64,4,35744900,4000000,1381300,1348.92578125,1200,2300,3100,5100,0,0,2148708321383597,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,128,64,4,128,64,4,40701500,4000000,1913400,1868.5546875,1700,3200,4300,22900,0,0,2148708321383597,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,256,64,4,256,64,4,31945800,4000000,1756700,1715.52734375,1200,2400,3100,200500,0,0,2148708321383597,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,512,64,4,512,64,4,33169800,4000000,2145100,2094.82421875,1800,3400,4400,13200,0,0,2148708321383597,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",1000000,1024,1,12894147892426841885,1024,64,4,1024,64,4,25783400,4000000,1955200,1909.375,1800,3300,4300,12300,0,0,2148708321383597,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..70887c0
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.013896179065654598,0.0138961790656546,165081350
+"scalar","std::vector_reserved",512,64,4,1,0.0030358383764114028,0.0030358383764114037,755639700
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.3272841408434628,0.32728414084346286,7009200
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.72426476391936478,0.72426476391936478,3167350
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.62760762212221111,0.62760762212221111,3655150
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.64255003291178237,0.64255003291178237,3570150
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,2294000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..58774a6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,0,0,0,6874200,4000000,770568700,150501.69921875,699700,1808300,2415000,4610400,0,0,2157457898229241,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,64,64,4,64,64,4,29870100,4000000,2207000,431.0546875,600,1500,2600,3900,0,0,2157457898229241,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,128,64,4,128,64,4,29353700,4000000,2765300,540.09765625,900,1700,2100,3000,0,0,2157457898229241,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,256,64,4,256,64,4,24340100,4000000,3309100,646.30859375,1300,2700,3400,4200,0,0,2157457898229241,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,512,64,4,30506900,4000000,4100800,800.9375,2100,4000,5200,22900,0,0,2157457898229241,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,1024,64,4,1024,64,4,33282800,4000000,6579300,1285.01953125,3700,6800,8200,17200,0,0,2157457898229241,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",1000000,5120,0,15879328021553038489,512,64,4,512,64,2,11478700,4000000,162328800,31704.84375,2800,1194200,1919900,16837300,0,16837300,2157457898229241,9328048,1,0,0,0,47,33280,1,8503.3663595660546,851.1781559161991,892.876731433911,1000001,0,0,0.33637051982917221,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,64,64,4,64,64,4,35738900,4000000,2381000,465.0390625,700,1300,1900,2900,0,0,2157557271543767,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,128,64,4,128,64,4,34209200,4000000,3569400,697.1484375,1000,2500,4100,6200,0,0,2157557271543767,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,256,64,4,256,64,4,25735300,4000000,4001200,781.484375,1400,3500,4800,33200,0,0,2157557271543767,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,512,64,4,30050500,4000000,3039500,593.65234375,1500,2800,3600,10800,0,0,2157557271543767,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,1024,64,4,1024,64,4,30914600,4000000,7439100,1452.94921875,3700,8000,11000,164000,0,0,2157557271543767,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,1024,64,2,12612600,4000000,167833900,32780.05859375,2700,1212300,1859300,20623000,0,20623000,2157557271543767,9245080,1,0,0,0,47,35328,1,6741.3628849274282,903.4432334974515,903.4432334974515,1000001,0,0,0.33637051982917221,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",1000000,5120,1,4785581536719747212,512,64,4,0,0,0,7006000,4000000,740710700,144670.05859375,699600,1814000,2130800,2514800,0,0,2157557271543767,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..2e42eba
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.015275257587224983,0.015275257587224983,568409400
+"scalar","std::vector_reserved",512,64,4,1,0.013569652776393997,0.013569652776393999,639854250
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,8682600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.73273977804970669,0.73273977804970669,11849500
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.77907185413825286,0.77907185413825286,11144800
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.76848049281314168,0.76848049281314168,11298400
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.61153898978373633,0.61153898978373633,14197950
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..3ae6c75
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,256,64,4,256,64,4,28342000,4000000,8568200,418.369140625,1200,2300,2800,3400,0,0,2119787343147900,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,512,64,4,28634100,4000000,10379500,506.8115234375,2000,3600,4400,19900,0,0,2119787343147900,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,1024,64,4,1024,64,4,26468200,4000000,8408500,410.5712890625,2000,3600,4300,10600,0,0,2119787343147900,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,512,64,4,9954000,4000000,531586700,25956.3818359375,488200,1309500,1597900,3104200,0,0,2119787343147900,4501096,0,0,0,0,76,131072,1,680.15706696301277,91.820711321258301,680.15706696301277,1000001,0,0,0.030988713475440098,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,512,64,4,0,0,0,4486900,4000000,511988800,24999.453125,467500,1322800,1640600,4735800,0,0,2119787343147900,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,64,64,4,64,64,4,31072700,4000000,8941900,436.6162109375,700,1500,2000,6900,0,0,2119787343147900,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",1000000,20480,0,9096369890213185100,128,64,4,128,64,4,26160000,4000000,10476700,511.5576171875,1100,2100,2500,10800,0,0,2119787343147900,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,512,64,4,31714200,4000000,12217300,596.5478515625,2100,3900,4700,7800,0,0,2119378101300196,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,1024,64,4,1024,64,4,25774800,4000000,8956700,437.3388671875,2200,4100,5300,15100,0,0,2119378101300196,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,512,64,4,11528600,4000000,605232100,29552.3486328125,542300,1501200,1797600,6884300,0,0,2119378101300196,4501096,0,0,0,0,76,131072,1,360.04437650405731,93.44050823698538,360.04437650405731,1000001,0,0,0.030988713475440098,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,512,64,4,0,0,0,5981500,4000000,767719700,37486.3134765625,705600,1822400,2181400,3094400,0,0,2119378101300196,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,64,64,4,64,64,4,37418300,4000000,19454000,949.90234375,1500,3900,4700,7100,0,0,2119378101300196,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,128,64,4,128,64,4,35204200,4000000,13222300,645.6201171875,1200,2700,4100,9600,0,0,2119378101300196,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",1000000,20480,1,16144196855113005657,256,64,4,256,64,4,29214000,4000000,13721400,669.990234375,1800,3600,4400,5500,0,0,2119378101300196,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..367e910
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0054451579463065001,0.0054451579463065019,216467550
+"scalar","std::vector_reserved",512,64,4,1,0.0019188636654447276,0.001918863665444728,614269800
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.34875876557090868,0.34875876557090868,3379700
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,1178700
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.49870954093505393,0.49870954093505393,2363500
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.45435972554159276,0.45435972554159276,2594200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.71023138105567607,0.71023138105567607,1659600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..5ae782b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n1000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,15 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,64,64,4,64,64,4,38082200,4000000,2238800,1093.1640625,1200,2400,3200,13800,0,0,2150428125351242,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,128,64,4,128,64,4,28971600,4000000,1424100,695.361328125,800,1800,2400,5900,0,0,2150428125351242,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,256,64,4,256,64,4,29550600,4000000,2860300,1396.630859375,1900,3700,4700,8900,0,0,2150428125351242,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,512,64,4,31066700,4000000,2743400,1339.55078125,1900,3800,4700,8300,0,0,2150428125351242,9328048,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,1024,64,4,1024,64,4,29741200,4000000,3098300,1512.841796875,2400,5000,6000,12500,0,0,2150428125351242,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",1000000,2048,0,1596650609609001766,512,64,4,0,0,0,5768300,4000000,570395700,278513.525390625,417100,1464100,1734800,2065000,0,0,2150428125351242,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,128,64,4,128,64,4,24926200,4000000,933300,455.712890625,600,1200,1700,7300,0,0,2150311137801330,9885560,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,256,64,4,256,64,4,23229100,4000000,1866700,911.474609375,1200,2400,3200,12900,0,0,2150311137801330,9510656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,1024,64,4,1024,64,4,26089100,4000000,3661100,1787.646484375,2800,5100,6500,26700,0,0,2150311137801330,9245080,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,1024,64,2,11901400,4000000,219446000,107151.3671875,2800,1344700,1782100,15330600,0,15330600,2150311137801330,9245080,1,0,0,0,35,12032,1,7653.9457149025766,1177.1003296282788,1177.1003296282788,1000001,0,1,0.41769002405131245,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,512,64,4,0,0,0,5583200,4000000,658143900,321359.326171875,585000,1649300,1859200,2521600,0,0,2150311137801330,4500000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",1000000,2048,1,9808568393462036275,64,64,4,64,64,4,28807400,4000000,1080400,527.5390625,600,1300,1800,9300,0,0,2150311137801330,10578160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..c82d62a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.010556144992546233,0.010556144992546233,1288140700
+"scalar","std::vector_reserved",512,64,4,1,0.0032542655006597651,0.0032542655006597655,4178454400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,13597800
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.27465531241036911,0.27465531241036911,49508600
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.21492823238765418,0.21492823238765416,63266700
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.58706098219104152,0.58706098219104152,23162500
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.22772993558889434,0.22772993558889437,59710200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..5c01f56
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,512,64,4,203954500,40000000,23162500,452.392578125,1200,2000,2300,9000,0,0,21444551433844867,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,1024,64,4,1024,64,4,296853600,40000000,13597800,265.58203125,1300,2200,2600,3900,0,0,21444551433844867,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,1024,64,3,123518500,40000000,1288140700,25158.998046875,3700,10489700,16055400,233024300,0,233024300,21444551433844867,92334160,1,0,0,0,17,131072,99,1.0000000000000346,19.200000000000003,19.200000000000003,10000000,0,0.25,1.9558505399828633e-19,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,512,64,4,0,0,0,81546500,40000000,4178454400,81610.4375,7746200,17989600,26092700,58347100,0,0,21444551433844867,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,64,64,4,64,64,4,638649200,40000000,59710200,1166.21484375,1700,2700,3200,5500,0,0,21444551433844867,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,128,64,4,128,64,4,326245500,40000000,49508600,966.96484375,2700,4500,5500,6600,0,0,21444551433844867,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",10000000,51200,0,15899759635208558317,256,64,4,256,64,4,285129700,40000000,63266700,1235.677734375,2100,3500,4600,42400,0,0,21444551433844867,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..d36e208
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00069138521872755872,0.00069138521872755894,3359487500
+"scalar","std::vector_reserved",512,64,4,1,0.00051053280814563067,0.00051053280814563045,4549560700
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.87954407755225694,0.87954407755225694,2640800
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.36167297301505735,0.36167297301505735,6422100
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.88288733465105673,0.88288733465105673,2630800
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,2322700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.62594658689735094,0.62594658689735094,3710700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-phase-ppm200000.csv
new file mode 100644
index 0000000..ad4ea95
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,256,64,4,256,64,4,225176300,40000000,2630800,1027.65625,1300,2100,2600,4200,0,0,21471939689445462,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,512,64,4,500273400,40000000,2322700,907.3046875,1600,2800,3300,5400,0,0,21471939689445462,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,1024,64,4,1024,64,4,278285400,40000000,2640800,1031.5625,2300,4500,5600,6900,0,0,21471939689445462,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,1024,64,3,132714200,40000000,3359487500,1312299.8046875,3432000,20309500,24342200,245004600,0,245004600,21471939689445462,92334160,1,0,0,0,17,18176,8,4003.6941126727506,88.610113918543973,88.610113918543973,10000000,0,1,0.020711912837890638,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,512,64,4,0,0,0,56307300,40000000,4549560700,1777172.1484375,9250000,13541200,25445400,69204300,0,0,21471939689445462,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,64,64,4,64,64,4,460419100,40000000,3710700,1449.4921875,1600,2900,4000,5800,0,0,21471939689445462,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",10000000,2560,0,11112362034898930317,128,64,4,128,64,4,366078300,40000000,6422100,2508.6328125,3400,5700,6700,7900,0,0,21471939689445462,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..ac16a87
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.040702049474240866,0.040702049474240859,6871806300
+"scalar","std::vector_reserved",512,64,4,1,0.042667578953409391,0.042667578953409384,6555248900
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.49835631288105481,0.49835631288105481,561238200
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.38463387553112988,0.38463387553112988,727176200
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,279696600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.34851847319889029,0.34851847319889023,802530200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.33959468390052727,0.33959468390052727,823618900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..6c07d6d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,512,64,4,241448100,40000000,6871806300,13421.4966796875,10891200,26874300,46713100,85211400,0,0,22424549197305314,45001096,0,0,0,0,508,131072,4,2.0697987694987585,19.224131545673561,2.0697987694987585,10000001,0,1,5.6128029743979918e-06,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,0,0,0,52950200,40000000,6555248900,12803.220507812501,10733100,24524400,36717800,61644500,0,0,22424549197305314,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,64,64,4,64,64,4,596868600,40000000,823618900,1608.6306640625,2800,5900,8300,29100,0,0,22424549197305314,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,128,64,4,128,64,4,388203900,40000000,727176200,1420.2660156249999,2400,4700,6300,8200,0,0,22424549197305314,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,256,64,4,256,64,4,263578100,40000000,279696600,546.28242187499995,1400,2300,2900,5200,0,0,22424549197305314,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,512,64,4,512,64,4,461230900,40000000,802530200,1567.4417968749999,3000,6800,9300,769300,0,0,22424549197305314,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",10000000,512000,0,14625829133298045767,1024,64,4,1024,64,4,457927600,40000000,561238200,1096.1683593749999,3800,8400,12300,5116400,0,0,22424549197305314,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..af8d1ea
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0085566890943874537,0.0085566890943874555,4797708500
+"scalar","std::vector_reserved",512,64,4,1,0.013208406044853849,0.013208406044853852,3108058600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.87702713384477671,0.87702713384477671,46808700
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.72967563849395589,0.72967563849395589,56261300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.93055807416810232,0.93055807416810232,44116000
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.77026200447306403,0.77026200447306403,53296800
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,41052500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..a9defca
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,512,64,4,400357000,40000000,53296800,1040.953125,3200,5600,7400,9200,0,0,21444595672688133,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,1024,64,4,1024,64,4,348011800,40000000,46808700,914.232421875,3800,7900,14800,37200,0,0,21444595672688133,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,512,64,4,134872100,40000000,4797708500,93705.244140625,8913600,14590800,27459400,47026200,0,0,21444595672688133,45001096,0,0,0,0,197,131072,1,856.99741399233778,30.650484706149097,856.99741399233778,10000001,0,1,0.0044598234474747664,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,512,64,4,0,0,0,47471900,40000000,3108058600,60704.26953125,5987800,8776900,9536000,10358100,0,0,21444595672688133,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,64,64,4,64,64,4,306255400,40000000,41052500,801.806640625,1200,2200,3000,11500,0,0,21444595672688133,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,128,64,4,128,64,4,241991600,40000000,56261300,1098.853515625,1900,4100,5600,6800,0,0,21444595672688133,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",10000000,51200,0,6840444111642285635,256,64,4,256,64,4,311310500,40000000,44116000,861.640625,1700,4200,6000,330600,0,0,21444595672688133,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..e8ca048
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00034331856332117693,0.00034331856332117704,2903134600
+"scalar","std::vector_reserved",512,64,4,1,0.00030849279710948421,0.0003084927971094841,3230869600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.37342175265070621,0.37342175265070621,2669100
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.81945243772095699,0.81945243772095699,1216300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.96262314081514389,0.96262314081514389,1035400
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.54733662822624929,0.54733662822624929,1821000
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,996700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..6a600f7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,64,64,4,64,64,4,380349200,40000000,996700,1946.6796875,1800,2900,3700,15000,0,0,21476271372801937,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,128,64,4,128,64,4,414912600,40000000,1216300,2375.5859375,2100,3700,5100,18600,0,0,21476271372801937,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,256,64,4,256,64,4,376855500,40000000,1035400,2022.265625,1800,3700,5500,6100,0,0,21476271372801937,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,512,64,4,492009200,40000000,1821000,3556.640625,3300,6100,9000,19200,0,0,21476271372801937,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,1024,64,4,1024,64,4,418584700,40000000,2669100,5213.0859375,3500,7300,11200,606200,0,0,21476271372801937,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,1024,64,3,137129000,40000000,2903134600,5670184.765625,6386900,12058600,23866200,186072600,0,186072600,21476271372801937,92334160,1,0,0,0,16,1792,1,125231.48441759098,2023.4027002691123,2023.4027002691123,10000000,0,1,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",10000000,512,0,11128205968023874899,512,64,4,0,0,0,35876800,40000000,3230869600,6310292.1875,5725500,9340400,19577700,43880100,0,0,21476271372801937,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..84b56e7
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0021057120668641072,0.0021057120668641072,1548549800
+"scalar","std::vector_reserved",512,64,4,1,0.00066856437691842178,0.00066856437691842178,4877316400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.60713487748566319,0.60713487748566319,5370800
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,3260800
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.84616981523769985,0.84616981523769985,3853600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.99972407027010457,0.99972407027010457,3261700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.62083277802105741,0.62083277802105741,5252300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..5b0eca1
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,256,64,4,256,64,4,299861900,40000000,3853600,1505.3125,1800,3400,4700,6800,0,0,21479481287935576,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,512,64,4,335942100,40000000,3261700,1274.1015625,2100,4000,5100,8600,0,0,21479481287935576,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,1024,64,4,1024,64,4,403110500,40000000,5370800,2097.96875,3400,7200,10400,46600,0,0,21479481287935576,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,1024,64,3,238735700,40000000,1548549800,604902.265625,3900,9061700,12395200,193963500,0,193963500,21479481287935576,92334160,1,0,0,0,23,14848,1,64575.142228519057,1029.9003647457994,1029.9003647457994,10000001,0,1,0.33638204887941903,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,512,64,4,0,0,0,33912300,40000000,4877316400,1905201.71875,8645500,15900100,32090900,81450700,0,0,21479481287935576,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,64,64,4,64,64,4,443728900,40000000,5252300,2051.6796875,1700,3900,6200,13700,0,0,21479481287935576,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",10000000,2560,0,17775506951822319900,128,64,4,128,64,4,314486300,40000000,3260800,1273.75,1400,2600,3300,7400,0,0,21479481287935576,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..13fd3eb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,1.3326276987185053,1.3326276987185053,119797600
+"scalar","std::vector_reserved",512,64,4,1,1,1,159645600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.50887503801128764,0.50887503801128764,313722600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.14446330155475393,0.14446330155475393,1105094500
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.15281434053506116,0.15281434053506116,1044703000
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.30306590028335029,0.30306590028335023,526768600
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.23807287631724738,0.23807287631724738,670574500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..70b0d65
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,128,64,4,128,64,4,301589600,40000000,1105094500,1105.0944999999999,0,0,0,0,0,0,21371494673913787,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,256,64,4,256,64,4,292480600,40000000,1044703000,1044.703,0,0,0,0,0,0,21371494673913787,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,512,64,4,385215300,40000000,526768600,526.76859999999999,0,0,0,0,0,0,21371494673913787,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,1024,64,4,1024,64,4,242891500,40000000,313722600,313.7226,0,0,0,0,0,0,21371494673913787,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,512,64,4,112146600,40000000,119797600,119.7976,0,0,0,0,0,0,21371494673913787,45001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,512,64,4,0,0,0,23003900,40000000,159645600,159.6456,0,0,0,0,0,0,21371494673913787,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",10000000,1000000,0,10826754287227764831,64,64,4,64,64,4,632114400,40000000,670574500,670.57449999999994,0,0,0,0,0,0,21371494673913787,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..17a4dac
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.48914257125155153,0.48914257125155153,3609763500
+"scalar","std::vector_reserved",512,64,4,1,0.78530858478790377,0.78530858478790377,2248401500
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,1765689000
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.64172793473604051,0.64172793473604051,2751460400
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.66035661947962809,0.66035661947962809,2673841600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.62590133171378537,0.62590133171378537,2821034100
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.58135843804210485,0.58135843804210485,3037177900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..11cadf5
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,512,64,4,207030800,40000000,2821034100,550.98322265624995,2800,5500,8200,11300,0,0,30189652867616377,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,1024,64,4,1024,64,4,240730400,40000000,1765689000,344.86113281249999,2600,4700,7700,34400,0,0,30189652867616377,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,512,64,4,0,0,0,37909300,40000000,2248401500,439.14091796874999,3354400,8940500,12068500,19566700,0,0,30189652867616377,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,64,64,4,64,64,4,225844100,40000000,3037177900,593.19880859374996,1500,2400,3100,5500,0,0,30189652867616377,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",10000000,5120000,0,17019018008629329528,256,64,4,256,64,4,234369300,40000000,2673841600,522.23468749999995,1500,3700,5200,10800,0,0,30189652867616377,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..fa80078
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.07870755567884738,0.07870755567884738,1552955100
+"scalar","std::vector_reserved",512,64,4,1,0.078586211618841523,0.078586211618841509,1555353000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,122229300
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.47069254932133703,0.47069254932133703,259679700
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.80379481709502432,0.80379481709502432,152065300
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.90381351890343864,0.90381351890343864,135237300
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.43075145290904265,0.43075145290904265,283758300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..7ec6b2b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,64,64,4,64,64,4,199870500,40000000,283758300,554.21542968749998,1100,2400,4100,5200,0,0,22417861972407035,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,128,64,4,128,64,4,201410800,40000000,259679700,507.18691406250002,1000,2400,3400,6200,0,0,22417861972407035,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,256,64,4,256,64,4,161167400,40000000,152065300,297.00253906249998,900,1500,1900,2200,0,0,22417861972407035,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,512,64,4,175092000,40000000,135237300,264.13535156249998,1200,2100,2900,3700,0,0,22417861972407035,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,1024,64,4,1024,64,4,180712700,40000000,122229300,238.72910156250001,1600,2700,3800,4000,0,0,22417861972407035,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,512,64,4,80745300,40000000,1552955100,3033.1154296875002,2706500,6728300,7853100,12931700,0,0,22417861972407035,45001096,0,0,0,0,508,131072,4,2.9215031897859984,19.266803054510927,2.9215031897859984,10000001,0,0,5.6128029743979918e-06,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",10000000,512000,0,14931046729268941098,512,64,4,0,0,0,26836800,40000000,1555353000,3037.798828125,2882600,6822800,8875400,11491400,0,0,22417861972407035,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..956b92f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0072135634159583182,0.0072135634159583208,2441650400
+"scalar","std::vector_reserved",512,64,4,1,0.0059050493016130079,0.0059050493016130079,2982701600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,17613000
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.46605964864929228,0.46605964864929228,37791300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.20065895155612368,0.20065895155612368,87775800
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.31820678291912669,0.31820678291912674,55350800
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.27360340011992385,0.27360340011992385,64374200
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..2387b12
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,512,64,4,80753100,40000000,2441650400,47688.484375,3994500,8979200,11933800,106560400,0,0,21443213142269775,45001096,0,0,0,0,197,131072,1,1123.3095076434518,65.345444171025619,1123.3095076434518,10000001,0,0,0.0044598234474747664,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,0,0,0,20268500,40000000,2982701600,58255.890625,5010900,13459200,18242800,37957900,0,0,21443213142269775,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,64,64,4,64,64,4,347205400,40000000,64374200,1257.30859375,2100,4100,5500,5900,0,0,21443213142269775,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,128,64,4,128,64,4,245569200,40000000,37791300,738.111328125,1400,2700,3500,7500,0,0,21443213142269775,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,256,64,4,256,64,4,312179100,40000000,87775800,1714.37109375,2300,4500,5700,14500,0,0,21443213142269775,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,512,64,4,512,64,4,349385500,40000000,55350800,1081.0703125,2600,5100,6500,4135000,0,0,21443213142269775,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",10000000,51200,0,7455320501970113952,1024,64,4,1024,64,4,212655500,40000000,17613000,344.00390625,2200,3800,4200,5600,0,0,21443213142269775,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..61b7dcc
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00034170765073554061,0.00034170765073554055,3037684400
+"scalar","std::vector_reserved",512,64,4,1,0.00028829768852745469,0.00028829768852745458,3600445100
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.61329394387001479,0.61329394387001479,1692500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.68997607019409735,0.68997607019409735,1504400
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.66270829343037729,0.66270829343037729,1566300
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.48138014190975281,0.48138014190975281,2156300
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,1038000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..e17a340
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,256,64,4,256,64,4,270769300,40000000,1566300,3059.1796875,2700,4900,5700,16100,0,0,21476391672231255,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,512,64,4,291521800,40000000,2156300,4211.5234375,4000,6500,7500,15500,0,0,21476391672231255,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,1024,64,4,1024,64,4,292969700,40000000,1692500,3305.6640625,3100,5400,7600,12100,0,0,21476391672231255,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,1024,64,3,113317900,40000000,3037684400,5932977.34375,2076800,18418500,23060900,172453900,0,172453900,21476391672231255,92334160,1,0,0,0,16,1792,1,129396.46866187744,7241.7540043175213,7241.7540043175213,10000000,0,0,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,512,64,4,0,0,0,41088000,40000000,3600445100,7032119.3359375,5881400,15978000,20275600,107528700,0,0,21476391672231255,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,64,64,4,64,64,4,319307700,40000000,1038000,2027.34375,1900,3000,3400,5700,0,0,21476391672231255,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",10000000,512,0,3226353766026339080,128,64,4,128,64,4,236341700,40000000,1504400,2938.28125,2800,4400,5300,10500,0,0,21476391672231255,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..39303d6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0018551456666518746,0.0018551456666518742,1426410900
+"scalar","std::vector_reserved",512,64,4,1,0.00059772525581882013,0.00059772525581881992,4427117600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.53224184400016095,0.53224184400016095,4971800
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.80544225969440553,0.80544225969440553,3285400
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.69750645790500287,0.69750645790500287,3793800
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,2646200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.48955654635265394,0.48955654635265389,5405300
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..e5eba4a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,1024,64,4,1024,64,4,289176700,40000000,4971800,1942.109375,4100,12300,16200,18700,0,0,21479318559864487,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,1024,64,3,113066700,40000000,1426410900,557191.7578125,6500,11349100,14858000,175287200,0,175287200,21479318559864487,92334160,1,0,0,0,23,14848,1,59625.716173139881,3804.925387365864,3804.925387365864,10000001,0,0,0.33638204887941903,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,0,0,0,60436700,40000000,4427117600,1729342.8125,8064700,16990800,23915800,90358800,0,0,21479318559864487,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,64,64,4,64,64,4,379080200,40000000,5405300,2111.4453125,2800,4600,5600,6400,0,0,21479318559864487,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,128,64,4,128,64,4,334826800,40000000,3285400,1283.359375,1800,3100,4100,5000,0,0,21479318559864487,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,256,64,4,256,64,4,283657000,40000000,3793800,1481.953125,2600,4200,5100,6400,0,0,21479318559864487,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",10000000,2560,0,15879329016249009305,512,64,4,512,64,4,315427500,40000000,2646200,1033.671875,2100,3700,4400,6800,0,0,21479318559864487,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..0f44ef3
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.001686892431213735,0.0016868924312137357,5173714600
+"scalar","std::vector_reserved",512,64,4,1,0.0015017945218493592,0.0015017945218493594,5811380900
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,8727500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.62684047978165625,0.62684047978165625,13923000
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.72187161396514499,0.72187161396514499,12090100
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.83749964014624456,0.83749964014624456,10420900
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.87122535562765158,0.87122535562765158,10017500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..a197808
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,64,64,4,64,64,4,228767400,40000000,10017500,978.271484375,1500,2400,2800,14800,0,0,21495890550347713,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,128,64,4,128,64,4,282592400,40000000,13923000,1359.66796875,1900,3400,4200,8000,0,0,21495890550347713,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,256,64,4,256,64,4,253450800,40000000,12090100,1180.673828125,1900,4000,5200,5900,0,0,21495890550347713,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,512,64,4,273562600,40000000,10420900,1017.666015625,2500,4000,4700,12100,0,0,21495890550347713,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,1024,64,4,1024,64,4,285433600,40000000,8727500,852.294921875,3000,5000,6700,9000,0,0,21495890550347713,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,512,64,4,133081000,40000000,5173714600,505245.56640625,7900400,26897800,39263900,54066000,0,0,21495890550347713,45001096,0,0,0,0,38,81888,1,8046.4728304665168,368.2667123275703,8046.4728304665168,10000001,0,0,0.03098745295231977,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",10000000,10240,0,9096370849710556748,512,64,4,0,0,0,82229900,40000000,5811380900,567517.666015625,9086900,30291800,46440800,80199900,0,0,21495890550347713,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..688f30c
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00038288322996062301,0.00038288322996062301,3413312200
+"scalar","std::vector_reserved",512,64,4,1,0.00023779833783892866,0.0002377983378389286,5495833200
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.90511808296973473,0.90511808296973473,1443900
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.97609978340428705,0.97609978340428705,1338900
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,1306900
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.98955099568410687,0.98955099568410687,1320700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.28053492465547591,0.28053492465547591,4658600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..3f314c6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n10000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,1024,64,3,93816400,40000000,3413312200,3333312.6953125,1836200,21162600,26164000,222718500,0,222718500,21477426338752119,92334160,1,0,0,0,17,3840,1,78022.563622426504,4798.6301031578214,4798.6301031578214,10000001,0,0,0.41825273928276541,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,0,0,0,50465000,40000000,5495833200,5367024.609375,9207000,23040500,36372400,118297900,0,0,21477426338752119,45000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,64,64,4,64,64,4,351869400,40000000,4658600,4549.4140625,2200,3300,3900,5800,0,0,21477426338752119,105969392,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,128,64,4,128,64,4,244679800,40000000,1338900,1307.51953125,1500,2500,3100,5900,0,0,21477426338752119,98607488,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,256,64,4,256,64,4,225848500,40000000,1306900,1276.26953125,1600,2600,2900,4800,0,0,21477426338752119,95141616,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,512,64,4,512,64,4,235138000,40000000,1320700,1289.74609375,1800,2900,3500,10900,0,0,21477426338752119,93260568,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",10000000,1024,0,1596649670781160230,1024,64,4,1024,64,4,196885000,40000000,1443900,1410.05859375,2100,3500,4300,6100,0,0,21477426338752119,92334160,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..4841e60
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0012960076969740144,0.0012960076969740142,16008161100
+"scalar","std::vector_reserved",512,64,4,1,0.001210394797029866,0.0012103947970298662,17140440500
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.42549827107423099,0.42549827107423099,48758600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.65873414023902355,0.65873414023902355,31494800
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.57964143125756096,0.57964143125756096,35792300
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,20746700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.43213378907267042,0.43213378907267042,48009900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..5874ef2
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,1024,64,4,1024,64,4,3993432500,400000000,48758600,1904.6328125,4800,10400,12700,24300,0,0,214717704320661229,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,1024,64,3,1823804400,400000000,16008161100,625318.79296875,30841000,181903800,259372100,2371969800,0,2371969800,214717704320661229,923450056,1,0,0,0,9,103168,50,1.0005771094402909,21.200109675743445,22.800027823646964,100000000,0,0,2.8746249375227384e-10,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,0,0,0,487798800,400000000,17140440500,669548.45703125,53779000,177865400,207030500,240058500,0,0,214717704320661229,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,64,64,4,64,64,4,5364341300,400000000,48009900,1875.38671875,2900,4300,5200,9100,0,0,214717704320661229,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,128,64,4,128,64,4,2536191200,400000000,31494800,1230.265625,2000,3300,5100,47900,0,0,214717704320661229,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,256,64,4,256,64,4,2450181000,400000000,35792300,1398.13671875,2200,3700,4600,13800,0,0,214717704320661229,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000000,25600,0,15899749573492692717,512,64,4,512,64,4,2027603200,400000000,20746700,810.41796875,2200,3200,4300,4900,0,0,214717704320661229,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..9334f76
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00016216083924819097,0.00016216083924819091,8846155500
+"scalar","std::vector_reserved",512,64,4,1,0.00033277600794709493,0.00033277600794709471,4310707400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.59557419247695753,0.59557419247695753,2408600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.28403128403128403,0.28403128403128403,5050500
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.59671381031613979,0.59671381031613979,2404000
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.24733185054914739,0.24733185054914739,5799900
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,1434500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-phase-ppm200000.csv
new file mode 100644
index 0000000..096ba72
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,512,64,4,4325899900,400000000,5799900,4531.171875,6400,11600,13800,288300,0,0,214738235084739033,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,1024,64,4,1024,64,4,4245364000,400000000,2408600,1881.71875,3100,4700,5900,225400,0,0,214738235084739033,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,1024,64,3,912238400,400000000,8846155500,6911058.984375,28830100,52999000,90219500,1179902700,1179902700,1179902700,214738235084739033,923450056,1,0,0,0,9,10240,4,225525.19147589893,3674.6651569033188,225525.19147589893,100000000,2271749389.506515,1,0.11602906250000004,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,512,64,4,0,0,0,215104200,400000000,4310707400,3367740.15625,14822700,34270100,45334400,56788400,0,0,214738235084739033,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,64,64,4,64,64,4,1711967900,400000000,1434500,1120.703125,1200,2000,2800,190300,0,0,214738235084739033,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,128,64,4,128,64,4,2235869600,400000000,5050500,3945.703125,3700,6100,8000,323500,0,0,214738235084739033,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000000,1280,0,11112351430037473933,256,64,4,256,64,4,2008124800,400000000,2404000,1878.125,2400,3900,5000,6400,0,0,214738235084739033,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..b28dacd
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.018866966246209194,0.018866966246209198,5934361600
+"scalar","std::vector_reserved",512,64,4,1,0.027989453326279022,0.027989453326279019,4000199600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.52450545687413419,0.52450545687413419,213464700
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.97175014732902676,0.97175014732902676,115218300
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,111963400
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.50679990204700931,0.50679990204700931,220922300
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.8821183433444475,0.8821183433444475,126925600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..de550f9
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,0,0,0,150002600,400000000,4000199600,15625.7796875,14756800,22955500,31986200,32687300,0,0,214790791902886691,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,64,64,4,64,64,4,1716342900,400000000,126925600,495.80312500000002,800,1300,1600,16900,0,0,214790791902886691,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,128,64,4,128,64,4,1591253700,400000000,115218300,450.07148437500001,800,1200,3600,114200,0,0,214790791902886691,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,256,64,4,256,64,4,1554814400,400000000,111963400,437.35703124999998,900,1400,1900,2100,0,0,214790791902886691,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,512,64,4,1911718400,400000000,220922300,862.97773437499995,1900,3500,4500,10500,0,0,214790791902886691,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,1024,64,4,1024,64,4,2107198300,400000000,213464700,833.84648437500005,2400,4400,7000,121400,0,0,214790791902886691,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000000,256000,0,14625836447241474887,512,64,4,512,64,4,804173400,400000000,5934361600,23181.099999999999,21912300,35378500,43961700,49606200,0,0,214790791902886691,450001096,0,0,0,0,252,131072,4,11.40593564940986,21.523314401260389,11.40593564940986,100000001,0,1,5.4868030298379693e-06,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..7617960
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0017349495436685923,0.001734949543668593,7490477200
+"scalar","std::vector_reserved",512,64,4,1,0.0033314550382899698,0.0033314550382899685,3900878100
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.35914626900319746,0.35914626900319746,36184700
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.86845182804178001,0.86845182804178001,14964100
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,12995600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.59242983027976714,0.59242983027976714,21936100
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.71621226901222934,0.71621226901222934,18144900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..277d565
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,1024,64,4,1024,64,4,2042188200,400000000,36184700,1413.46484375,3200,6200,15400,235800,0,0,214717946420281382,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,512,64,4,877701900,400000000,7490477200,292596.765625,28745600,45565900,51580900,58734600,0,0,214717946420281382,450001096,0,0,0,0,98,131072,1,8561.9234094411422,98.540581114502245,8561.9234094411422,100000001,0,1,0.0044596974475302068,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,0,0,0,119041300,400000000,3900878100,152378.05078125,14767600,18737600,21952500,25091100,0,0,214717946420281382,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,64,64,4,64,64,4,1725751300,400000000,18144900,708.78515625,800,2400,2900,3300,0,0,214717946420281382,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,128,64,4,128,64,4,1605983700,400000000,14964100,584.53515625,800,1400,1800,2000,0,0,214717946420281382,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,256,64,4,256,64,4,1649843900,400000000,12995600,507.640625,900,1500,1900,170800,0,0,214717946420281382,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000000,25600,0,6840450477438129731,512,64,4,512,64,4,1693658600,400000000,21936100,856.87890625,1600,3100,3700,6400,0,0,214717946420281382,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..3a966eb
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,3.2824967535550291e-05,3.282496753555027e-05,7003815000
+"scalar","std::vector_reserved",512,64,4,1,5.6897386269202998e-05,5.6897386269202992e-05,4040607400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.25814057938468449,0.25814057938468449,890600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.46642320957597888,0.46642320957597888,492900
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.20506645259120507,0.20506645259120507,1121100
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.30406030948287266,0.30406030948287266,756100
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,229900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..a51ec09
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,128,64,4,128,64,4,1594245500,400000000,492900,1925.390625,1400,2600,4000,110000,0,0,214736077341662842,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,256,64,4,256,64,4,1692600400,400000000,1121100,4379.296875,2700,4700,9200,222500,0,0,214736077341662842,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,512,64,4,2057411500,400000000,756100,2953.515625,1800,3300,6500,215900,0,0,214736077341662842,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,1024,64,4,1024,64,4,2052247100,400000000,890600,3478.90625,2100,3400,10800,207900,0,0,214736077341662842,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,512,64,4,856488600,400000000,7003815000,27358652.34375,28145500,44998300,49613300,49925500,0,0,214736077341662842,450001096,0,0,0,0,8,2048,1,1246596.2230487028,10929.376032808166,1246596.2230487028,100000000,2530645702.6885524,1,0.65000000000000002,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,512,64,4,0,0,0,124077700,400000000,4040607400,15783622.65625,15208900,20196500,24073500,33506400,0,0,214736077341662842,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000000,256,0,11128217128781606227,64,64,4,64,64,4,1725511400,400000000,229900,898.046875,800,1400,1800,3300,0,0,214736077341662842,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..d56de0b
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00016007647580869739,0.00016007647580869726,6871715500
+"scalar","std::vector_reserved",512,64,4,1,0.0002852805703287667,0.00028528057032876664,3855853200
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.55670833544207698,0.55670833544207698,1975900
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.46164176598959206,0.46164176598959206,2382800
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.90134382169780403,0.90134382169780403,1220400
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.40801186943620177,0.40801186943620177,2696000
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,1100000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..61de059
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,512,64,4,2057923200,400000000,2696000,2106.25,2500,3700,5900,28400,0,0,214735439641967828,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,1024,64,4,1024,64,4,1749850700,400000000,1975900,1543.671875,2200,3600,4600,243300,0,0,214735439641967828,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,1024,64,3,880785400,400000000,6871715500,5368527.734375,27536200,46325600,53697200,873780600,0,873780600,214735439641967828,923450056,1,0,0,0,11,4608,1,651789.71252471558,6573.5740201793333,6573.5740201793333,100000001,0,1,0.33861762816563323,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,512,64,4,0,0,0,123957900,400000000,3855853200,3012385.3125,14504200,18568700,27676800,30337900,0,0,214735439641967828,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,64,64,4,64,64,4,1761256100,400000000,1100000,859.375,900,1500,2200,4000,0,0,214735439641967828,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,128,64,4,128,64,4,1738181700,400000000,2382800,1861.5625,1900,3200,4100,4700,0,0,214735439641967828,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000000,1280,0,17775500738430705948,256,64,4,256,64,4,1577703300,400000000,1220400,953.4375,900,1500,2100,22200,0,0,214735439641967828,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..16f3738
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,1.0581515326550057,1.0581515326550057,20255700
+"scalar","std::vector_reserved",512,64,4,1,1,1,21433600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.1500387109058352,0.1500387109058352,142853800
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.040588227830818502,0.040588227830818502,528074300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.10762735354492976,0.10762735354492976,199146400
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.12467948270486347,0.12467948270486348,171909600
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.074825604980181357,0.074825604980181357,286447400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..508b973
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,256,64,4,256,64,4,1532603200,400000000,199146400,398.2928,0,0,0,0,0,0,214248794138489932,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,1612270600,400000000,171909600,343.81920000000002,0,0,0,0,0,0,214248794138489932,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,1024,64,4,1024,64,4,1592937900,400000000,142853800,285.70760000000001,0,0,0,0,0,0,214248794138489932,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,894582500,400000000,20255700,40.511400000000002,0,0,0,0,0,0,214248794138489932,450001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,0,0,0,147114000,400000000,21433600,42.867199999999997,0,0,0,0,0,0,214248794138489932,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,64,64,4,64,64,4,1918385000,400000000,286447400,572.89480000000003,0,0,0,0,0,0,214248794138489932,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,128,64,4,128,64,4,2037786800,400000000,528074300,1056.1486,0,0,0,0,0,0,214248794138489932,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..061f0c6
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.14778751715939642,0.14778751715939642,5657614500
+"scalar","std::vector_reserved",512,64,4,1,0.21767529833010432,0.21767529833010432,3841156100
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.47993207563978141,0.47993207563978141,1742173200
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.6899519292459233,0.6899519292459233,1211859500
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.69377264381519332,0.69377264381519332,1205185600
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,836124800
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.59979075018247485,0.59979075018247485,1394027500
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..d8da080
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,512,64,4,865072400,400000000,5657614500,2210.0056640624998,17658900,56474500,78716000,84577700,0,0,209821929013228130,450001096,0,0,0,0,252,131072,40,1.0000000000000004,21.200000000000003,1.0000000000000004,100000001,0,0,1.3999999440000022e-08,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,0,0,0,114689500,400000000,3841156100,1500.4516015624999,14401300,29235200,30867800,32598900,0,0,209821929013228130,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,64,64,4,64,64,4,1787985600,400000000,1394027500,544.5419921875,1300,2200,2800,3600,0,0,209821929013228130,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,128,64,4,128,64,4,1714176700,400000000,1211859500,473.38261718749999,1100,1800,3300,5000,0,0,209821929013228130,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,256,64,4,256,64,4,1745442900,400000000,1205185600,470.77562499999999,1300,2200,3300,121600,0,0,209821929013228130,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000000,2560000,0,17019024306443894392,512,64,4,512,64,4,1694175600,400000000,836124800,326.61124999999998,1300,1900,2300,3700,0,0,209821929013228130,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..7b82a47
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.019290666477095712,0.019290666477095712,5744902600
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+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.49579489446189456,0.49579489446189456,223525900
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,110823000
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.31343021445433594,0.31343021445433594,353581100
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.48555489202369961,0.48555489202369961,228239900
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.78991935656316692,0.78991935656316692,140296600
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..cc17368
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,256,64,4,256,64,4,2073405600,400000000,353581100,1381.1761718749999,2500,4500,10900,85900,0,0,214789724430866959,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,512,64,4,2325297400,400000000,228239900,891.56210937499998,2300,4300,8000,8700,0,0,214789724430866959,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,1024,64,4,1024,64,4,2328090200,400000000,223525900,873.14804687499998,2800,4700,5900,7400,0,0,214789724430866959,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,512,64,4,911101700,400000000,5744902600,22441.025781249999,19027600,55307600,81463700,86472600,0,0,214789724430866959,450001096,0,0,0,0,252,131072,4,12.34423510798832,23.337015247436181,12.34423510798832,100000001,0,0,5.4868030298379693e-06,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,512,64,4,0,0,0,139932700,400000000,7915126500,30918.462890625,28890500,66927200,84526900,90085200,0,0,214789724430866959,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000000,256000,0,14931035021775294762,64,64,4,64,64,4,1785410300,400000000,140296600,548.03359375000002,900,1600,2300,41200,0,0,214789724430866959,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..c278e71
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0032182810733697169,0.0032182810733697165,3525018400
+"scalar","std::vector_reserved",512,64,4,1,0.0030305305011160961,0.0030305305011160966,3743404000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.96470118031225549,0.96470118031225549,11759600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.27359416563968869,0.27359416563968869,41464700
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.32185717933441144,0.32185717933441144,35247000
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,11344500
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.63967814510535848,0.63967814510535848,17734700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..d82f387
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,64,64,4,64,64,4,1711385700,400000000,17734700,692.76171875,1000,2500,3200,16500,0,0,214717917179419498,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,128,64,4,128,64,4,1626291900,400000000,41464700,1619.71484375,2500,4000,5100,5800,0,0,214717917179419498,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,512,64,4,1937324300,400000000,11344500,443.14453125,1100,1600,1800,2000,0,0,214717917179419498,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000000,25600,0,7455309673602586016,512,64,4,512,64,4,719605000,400000000,3525018400,137696.03125,12947200,28396400,34768700,43068800,0,0,214717917179419498,450001096,0,0,0,0,98,131072,1,4985.4953667741447,463.64222292946749,4985.4953667741447,100000001,0,0,0.0044596974475302068,"vector","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..c44ed3f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,6.8228027963396638e-05,6.8228027963396624e-05,3982234400
+"scalar","std::vector_reserved",512,64,4,1,7.3734056536788715e-05,7.3734056536788701e-05,3684864400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.31538015089959376,0.31538015089959376,861500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.4771689497716895,0.4771689497716895,569400
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,271700
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.30002208480565373,0.30002208480565373,905600
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.47055767232421197,0.47055767232421197,577400
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..7d4260d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,1024,64,4,1024,64,4,1874980900,400000000,861500,3365.234375,3200,4600,5400,7000,0,0,214736077073854533,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,512,64,4,0,0,0,118251700,400000000,3684864400,14394001.5625,14414700,27786700,31813400,33089500,0,0,214736077073854533,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000000,256,0,3226342586511680264,256,64,4,256,64,4,1475767700,400000000,271700,1061.328125,1000,1500,1700,2500,0,0,214736077073854533,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..d9a64de
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00022834780875022123,0.00022834780875022106,4717803100
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+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.91685106382978721,0.91685106382978721,1175000
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.23872097145896115,0.23872097145896118,4512800
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.29696501915814427,0.29696501915814427,3627700
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,1077300
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.39250191277735269,0.39250191277735269,2744700
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..93d6966
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,64,64,4,64,64,4,1709567000,400000000,2744700,2144.296875,2300,3300,4000,5300,0,0,214738246706670098,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,128,64,4,128,64,4,2051399600,400000000,4512800,3525.625,3900,5500,7200,125900,0,0,214738246706670098,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,256,64,4,256,64,4,1941809800,400000000,3627700,2834.140625,3600,5300,5700,7000,0,0,214738246706670098,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,512,64,4,512,64,4,1630032200,400000000,1077300,841.640625,1300,2200,2800,2900,0,0,214738246706670098,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000000,1280,0,15879339623291503769,1024,64,4,1024,64,4,1586309100,400000000,1175000,917.96875,1400,2200,2500,143300,0,0,214738246706670098,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..69eae2f
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0013441933469148396,0.0013441933469148398,5008133700
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+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,6731900
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.62742557831752011,0.62742557831752011,10729400
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.78150684931506853,0.78150684931506853,8614000
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.69541547869922726,0.69541547869922726,9680400
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.6564569132804805,0.6564569132804805,10254900
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..85ffa6a
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,256,64,4,256,64,4,1935003900,400000000,8614000,1682.421875,2200,4100,4900,90700,0,0,214743653279425984,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,512,64,4,2063432200,400000000,9680400,1890.703125,2800,4400,57100,148600,0,0,214743653279425984,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,1024,64,4,1024,64,4,1998220000,400000000,6731900,1314.82421875,2800,4400,7200,140800,0,0,214743653279425984,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,512,64,4,859587700,400000000,5008133700,978151.11328125,17490400,50235500,76665000,92654700,0,0,214743653279425984,450001096,0,0,0,0,19,40928,1,57363.357812169917,3102.0548281853044,57363.357812169917,100000001,0,0,0.030985431533819299,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,512,64,4,0,0,0,118459900,400000000,7177987900,1401950.76171875,24020100,63219200,82178900,94148100,0,0,214743653279425984,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000000,5120,0,9096365031556597324,64,64,4,64,64,4,2320902200,400000000,10254900,2002.91015625,2400,4300,4900,5100,0,0,214743653279425984,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..27fe50d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,8.7382152040138791e-05,8.7382152040138818e-05,8531490500
+"scalar","std::vector_reserved",512,64,4,1,0.00019296489591931671,0.0001929648959193166,3863397000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,745500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.35006574004507895,0.3500657400450789,2129600
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.6903416983053986,0.6903416983053986,1079900
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.79852185089974292,0.79852185089974292,933600
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.73738872403560829,0.73738872403560829,1011000
diff --git a/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..4bdc29d
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/partials/scalar-n100000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,128,64,4,128,64,4,2008356300,400000000,2129600,4159.375,3500,5200,6200,315700,0,0,214735989693662747,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,256,64,4,256,64,4,1862827500,400000000,1079900,2109.1796875,2600,3800,4300,9100,0,0,214735989693662747,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000000,512,0,1596660965957946150,512,64,4,512,64,4,1676696300,400000000,933600,1823.4375,2300,3400,4500,5600,0,0,214735989693662747,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/results-manifest.sha256 b/results/benchmarks/20260811-large-full-12c-v1/results-manifest.sha256
new file mode 100644
index 0000000..6e40b51
--- /dev/null
+++ b/results/benchmarks/20260811-large-full-12c-v1/results-manifest.sha256
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diff --git a/results/benchmarks/20260811-large-full-12c-v1/source-manifest.sha256 b/results/benchmarks/20260811-large-full-12c-v1/source-manifest.sha256
new file mode 100644
index 0000000..69cc8df
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@@ -0,0 +1,25 @@
+2f6edbad801deaed402780885b68fe8639436002302e9eaa23aad5d4fa45097d  .gitignore
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+723d5237b0f67b523eefe51c6cf2157a6962618dd3ad5afe4cd174a485ccb2e0  build.bat
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+5ad13ccc049aef6a401c8981602a11b7b87484ea364819fadcc81e3e0160eafe  docs/findings.md
+094f0246ed7cc8f72aa75b2feaef628b602c4fa58767af3af4151c0d1e929916  include/universal_container/adaptation_policy.hpp
+060e7bcfc09b15eb2c20e076ce423ea3360b91915fbdb92a8d21303b1067b42f  include/universal_container/adaptive_sequence.hpp
+f71b5976fe9d963b2ac5a4b8f63e5e6af59e7ccbfac3f0b250adcfd0705dfff9  include/universal_container/flat_hash_index.hpp
+0901ff04cf6565039a57431b9b398462fbcdfdb423e043638ceb9d22b9210eb4  include/universal_container/hierarchical_size_index.hpp
+8ccf3b5af170b3727ad88cd51b17fab85b6eabe183b7212aac998f0ae3c191d4  include/universal_container/ring_block.hpp
+ef6086bc3c5a348793bf70008092abd680611478d577ed05187be2d3391d2390  include/universal_container/tiered_storage.hpp
+ec4c42d836dbe08c0c065b5ad888b0c997df25ced63ce1322ba75c3d775825d8  large_benchmark.bat
+3c7e3354c1129d33a182fbaffde83311f7e44e1c7b517d5f0265ae77cf9dd3ac  README.md
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+181c1a98bb7a591913a80e7d83aa713a375557a3abd5a4ec58aa3d168eabcc69  src/demo.cpp
+b5119cae37e39daa783d2019f3d2d4c89a94dd9fd96f9cf3241335b83c70836d  tests/adaptive_sequence_tests.cpp
+afb59af6085f224429f3e000cd0d9c9f9bc712acbc1ccece5cd5131b0fc382d2  tools/analyze_results.ps1
+dc5b6aab283ae3af18c5932bef6236771547cdaa68cb38a3fc4d2072d5679957  tools/audit_build_flags.ps1
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/README.md b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/README.md
new file mode 100644
index 0000000..b21ef98
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/README.md
@@ -0,0 +1,124 @@
+# Large-scale исследование: fixed tiered, adaptive и vector
+
+Статус: exploratory throughput study с 12-worker pool; для N=100M одновременно
+работали не более трёх процессов. Это эвристически снижало риск pagefile на
+машине с 32 GiB RAM, но RSS/page faults отдельно не измерялись.
+Это основной отчёт для серий
+[`20260811-large-full-12c-v1`](../20260811-large-full-12c-v1/) и текущего
+seed-jittered holdout `v2`.
+
+## Что измерено
+
+- Ryzen 9 5900X, 32 GiB RAM, MSVC 19.51, Windows build 26200.
+- Release x64 `/O2`, статический runtime `/MT`, без IPO/LTO.
+- Профили `scalar` (`project-novec`), обычный `baseline` и `/arch:AVX2`.
+- `uint32_t`, размеры от 100 тысяч до 100 миллионов элементов.
+- В каждой ячейке один и тот же материализованный trace для семи кандидатов:
+  reserved `std::vector`, forced tiered с leaf 64/128/256/512/1024 и
+  `adaptive_shape_deferred`.
+- Плотность правок: 0%, 0.01%, 0.1%, 1%, 5%, 20%, 50% и 100%; отдельно
+  локализованные, bursty и phase-сценарии.
+- `v1` использует короткий горизонт 256 правок при N=100M и периодическое
+  размещение steady-правок. `v2` исправляет методический alias: 512 правок
+  размещаются seed-зависимой выборкой с точным общим количеством.
+
+Все коэффициенты ниже — `время кандидата / время лучшего fixed-tiered`.
+Значение больше единицы означает проигрыш кандидата.
+
+## Масштабирование
+
+| Серия | N | Adaptive / best fixed | Vector / best fixed | Adaptive / vector | Adaptive победил fixed |
+|---|---:|---:|---:|---:|---:|
+| v1 | 100K | 1.425x | 1.342x | 1.062x | 18/42 |
+| v1 | 1M | 17.75x | 30.98x | 0.573x | 6/42 |
+| v1 | 10M | 133.82x | 177.07x | 0.756x | 3/42 |
+| v1, короткий horizon | 100M | 621.77x | 559.89x | 1.111x | 3/42 |
+| v2, seed-jittered | 100M | 379.28x | 572.36x | 0.663x | 3/42 |
+
+Геометрическое среднее берётся по workload и трём профилям. Строки v1 и v2
+при N=100M не являются парным сравнением: у них намеренно различаются horizon
+и временное размещение правок.
+
+## N=100M: зависимость от плотности
+
+| Сценарий | Правок | Лучший leaf | Adaptive / fixed | Vector / fixed | Adaptive / vector | Итог adaptive |
+|---|---:|---:|---:|---:|---:|---|
+| steady uniform | 0% | 1024 | 0.115x | 0.095x | 1.212x | остаётся vector |
+| steady uniform | 0.01% | 512 | 7.46x | 7.19x | 1.037x | остаётся vector |
+| steady uniform | 0.1% | 128 | 50.58x | 58.51x | 0.864x | остаётся vector |
+| steady uniform | 1% | 1024 | 379.88x | 437.19x | 0.869x | остаётся vector |
+| steady uniform | 5% | 128 | 438.56x | 1317.81x | 0.333x | 1 switch -> leaf1024 |
+| steady uniform | 20% | 1024 | 1700.61x | 4736.79x | 0.359x | 1 switch -> leaf1024 |
+| steady uniform | 50% | 256 | 6626.61x | 10059.97x | 0.659x | 1 switch -> leaf1024 |
+| steady uniform | 100% | 256 | 7145.17x | 11632.45x | 0.614x | 1 switch -> leaf1024 |
+| steady localized | 0.1% | 256 | 76.05x | 78.99x | 0.963x | остаётся vector |
+| steady localized | 1% | 128 | 583.65x | 521.20x | 1.120x | остаётся vector |
+| steady localized | 20% | 256 | 2828.02x | 6551.50x | 0.432x | 1 switch -> leaf1024 |
+| steady localized | 100% | 64 | 13819.58x | 21605.68x | 0.640x | 1 switch -> leaf1024 |
+| bursty uniform | 1% | 1024 | 245.92x | 672.61x | 0.366x | 1 switch -> leaf1024 |
+| uniform -> localized -> reads | 20% | 512 | 5150.01x | 8124.41x | 0.634x | поздний switch -> leaf1024 |
+
+## Fixed leaf и накладные расходы
+
+Ни один leaf не является универсальным. В 42 profile/workload-ячейках v2
+победители распределились так: leaf512 — 31.0%, leaf1024 — 26.2%, leaf256 —
+23.8%, leaf128 — 14.3%, leaf64 — 4.8%. Локализованные 100%-правки выбрали
+leaf64, а чистое чтение — leaf1024.
+
+Среднее наблюдаемое время построения N=100M: vector 0.171 s, adaptive 0.765 s,
+forced tiered 1.61–1.89 s. Финальный учтённый объём: vector 0.419 GiB,
+adaptive в среднем 0.671 GiB, fixed tiered 0.860–0.989 GiB. Это не peak RSS:
+временная копия при конверсии в эту колонку не входит. Наблюдаемый переход
+adaptive занимал 0.788–1.284 s под совместной нагрузкой трёх N=100M-процессов.
+
+В измеренном бинарнике конструктор benchmark-адаптера vector сначала копировал
+данные, а затем переносил их при `reserve`; после серии harness исправлен на
+reserve-before-copy. На `ns/op` это не влияло, но 0.171 s следует считать
+верхней оценкой старого construction path, а не чистой ценой построения vector.
+
+## Вывод
+
+На этой матрице fixed tiered действительно лучше текущего adaptive для любого
+устойчивого ненулевого потока middle insert/erase при N=100M. Исключение —
+чистое чтение: vector примерно в 10.5 раза, а adaptive в 8.7 раза быстрее
+лучшего forced-tiered.
+
+Adaptive уже полезнее голого vector: после перехода он выигрывает у vector в
+1.5–3 раза на плотных и bursty-трассах. Но он слишком долго накапливает
+evidence в vector, успевает заплатить за сотни O(N)-сдвигов и всегда выбирает
+leaf1024, хотя oracle часто выбирает 64–512. Поэтому его основной проигрыш —
+не стоимость tiered hot path, а поздний первый переход и недостаточно
+чувствительное правило выбора geometry.
+
+Следующая версия policy должна накапливать фактический regret в наносекундах,
+масштабировать решение с N и стоимостью наблюдаемых сдвигов, а не ждать почти
+фиксированную долю/число операций. Pending-переход также надо отменять после
+смены фазы, если будущая экономия уже исчезла. Для выбора leaf нужны отдельные
+сигналы локальности и плотности: единый leaf1024 здесь явно не является
+приемлемым ответом.
+
+## Ограничения
+
+- Это co-scheduled throughput: pool имеет 12 закреплённых workers, а N=100M
+  выполнялся по три процесса одновременно; они всё равно делят L3 и память.
+  Профильные scalar/baseline/AVX2 времена нельзя трактовать как чистый SIMD
+  speedup; выводы агрегированы по всем трём профилям.
+- Для N выше 1M выполнен один repeat на профиль, чтобы vector при N=100M
+  оставался практически измеримым.
+- Исследован `uint32_t`; большие и non-trivial типы требуют отдельного large run.
+- v1 steady schedule был периодическим. Для основных N=100M-выводов выше
+  используется исправленный seed-jittered v2.
+- Сохранённый бинарник использовал multiset-like финальный checksum: он ловил
+  расхождение значений, но не гарантировал обнаружение перестановки. После run
+  checksum заменён order-sensitive rolling digest; operation timer не изменён.
+- Сильные коэффициенты являются end-to-end regret короткой фазы, а не
+  стационарной скоростью adaptive после уже завершённого перехода.
+
+Машиночитаемые данные: `large-raw.csv`, `cell-medians-large.csv`,
+`comparison-large.csv`, `comparison-by-size.csv`,
+`comparison-by-workload.csv`, `fixed-leaf-winners.csv`, `large-plan.json`,
+`environment.json`, source/binary manifests и per-cell partial/log файлы.
+
+Команды postprocess записаны в `analysis-command.txt`. Для повторения только
+этого N=100M holdout используется `large_benchmark.bat full 12 3 huge`; детали
+есть в `docs/benchmarking.md`.
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/aggregate-large.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/aggregate-large.csv
new file mode 100644
index 0000000..242fb3d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/aggregate-large.csv
@@ -0,0 +1,29 @@
+"profile","structure","score","types","cells"
+"ALL","tiered_forced_leaf_512@initial_512_64_4","0,650055185385554","1","42"
+"ALL","tiered_forced_leaf_1024@initial_1024_64_4","0,620315471845238","1","42"
+"ALL","tiered_forced_leaf_128@initial_128_64_4","0,568300764437479","1","42"
+"ALL","tiered_forced_leaf_256@initial_256_64_4","0,522605496718797","1","42"
+"ALL","tiered_forced_leaf_64@initial_64_64_4","0,430297946606163","1","42"
+"ALL","adaptive_shape_deferred@initial_512_64_4","0,00222788869461657","1","42"
+"ALL","std::vector_reserved","0,00147632057364796","1","42"
+"avx2","tiered_forced_leaf_512@initial_512_64_4","0,745360628982726","1","14"
+"avx2","tiered_forced_leaf_1024@initial_1024_64_4","0,67997312701219","1","14"
+"avx2","tiered_forced_leaf_128@initial_128_64_4","0,477322046854182","1","14"
+"avx2","tiered_forced_leaf_256@initial_256_64_4","0,371241150421386","1","14"
+"avx2","tiered_forced_leaf_64@initial_64_64_4","0,346488728250588","1","14"
+"avx2","adaptive_shape_deferred@initial_512_64_4","0,0022287529467","1","14"
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/analysis-command.txt b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/analysis-command.txt
new file mode 100644
index 0000000..a4f895b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/analysis-command.txt
@@ -0,0 +1,2 @@
+powershell.exe -NoProfile -ExecutionPolicy Bypass -File tools\analyze_results.ps1 -InputDirectory <run> -Pattern large-raw.csv -OutputFile <run>\aggregate-large.csv -CellMedianFile <run>\cell-medians-large.csv
+powershell.exe -NoProfile -ExecutionPolicy Bypass -File tools\analyze_large_comparison.ps1 -InputDirectory <run>
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/analysis-manifest.sha256 b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/analysis-manifest.sha256
new file mode 100644
index 0000000..02d217f
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/analysis-manifest.sha256
@@ -0,0 +1,2 @@
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+24be0e56ec7c84780ee1d61b7bfdf38f4bd97c9b591ec646d56a083cf6516027  tools/analyze_large_comparison.ps1
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/binary-manifest.sha256 b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/binary-manifest.sha256
new file mode 100644
index 0000000..08a546b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/binary-manifest.sha256
@@ -0,0 +1,9 @@
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+0fc913d9349a2a5e0da8bf83dd4fcf275e1f3f327710f5ed9a42aa74c733d3b5  out/bin/avx2/Release/uc_demo.exe
+afcba756f5dd3f3a76903b30b7e4d8253ce8046a76956d278c897ba0856ea327  out/bin/avx2/Release/uc_tests.exe
+b64980b554c1cb90cf6fa13e72db893b150f503e5eeb33080d9c43790b35e75f  out/bin/baseline/Release/uc_bench.exe
+165dd8f5f7fab8a5315261ed96315fe8ad767fd565306ba203110ff89cd372d7  out/bin/baseline/Release/uc_demo.exe
+e48f4323bee238707f89ad5130f44386431c9331f350f18a474e8cbbe1c1df1b  out/bin/baseline/Release/uc_tests.exe
+884cebded6b23bf2db110fa1916b910a10f02714836e62e6ab0791041dc22ec7  out/bin/scalar/Release/uc_bench.exe
+cf5c1933443692165ebc21391dda68c18478d0ffbb85424d5b0e8627df778ee0  out/bin/scalar/Release/uc_demo.exe
+655d91ee8a83d1888e34c55ce98d142ac2bf52965b5f0272ad7f9014c012cdd0  out/bin/scalar/Release/uc_tests.exe
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/cell-medians-large.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/cell-medians-large.csv
new file mode 100644
index 0000000..944c91b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/cell-medians-large.csv
@@ -0,0 +1,295 @@
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-by-size.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-by-size.csv
new file mode 100644
index 0000000..3271096
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-by-size.csv
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-by-workload.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-by-workload.csv
new file mode 100644
index 0000000..f01460b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-by-workload.csv
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-large.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-large.csv
new file mode 100644
index 0000000..f68e3b1
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/comparison-large.csv
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/environment.json b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/environment.json
new file mode 100644
index 0000000..f3cd918
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/environment.json
@@ -0,0 +1,25 @@
+{
+    "run_id":  "20260811-large-n100m-512edit-12c-v2",
+    "timestamp":  "2026-08-11T22:53:29.0468356+03:00",
+    "scale":  "large-full-parallel",
+    "profiles":  [
+                     "scalar",
+                     "baseline",
+                     "avx2"
+                 ],
+    "cpu":  "AMD Ryzen 9 5900X 12-Core Processor",
+    "logical_processors":  24,
+    "windows":  "Windows 10 Pro 25H2 build 26200",
+    "power_plan":  "GUID схемы питания: 381b4222-f694-41f0-9685-ff5bb260df2e  (Сбалансированная)",
+    "compiler":  "MSVC 19.51.36248.0 x64",
+    "cmake":  "cmake version 4.3.1-msvc1",
+    "release_runtime":  "/MT static",
+    "ipo_lto":  "off",
+    "scalar_flags":  "/O2 /d2Qvec- /Qvec-report:1 /Oi-, no /arch:AVX*",
+    "baseline_flags":  "/O2, no /Qvec disable, no /arch:AVX*",
+    "avx2_flags":  "/O2 /arch:AVX2",
+    "git_head":  "aea6e330e34cd64be5aedc5099df426d556146c4",
+    "git_dirty_entries":  6,
+    "source_manifest":  "source-manifest.sha256",
+    "binary_manifest":  "binary-manifest.sha256"
+}
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/environment.txt b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/environment.txt
new file mode 100644
index 0000000..b62699a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/environment.txt
@@ -0,0 +1,19 @@
+run_id=20260811-large-n100m-512edit-12c-v2
+timestamp=2026-08-11T22:53:29.0468356+03:00
+scale=large-full-parallel
+profiles=scalar,baseline,avx2
+cpu=AMD Ryzen 9 5900X 12-Core Processor
+logical_processors=24
+windows=Windows 10 Pro 25H2 build 26200
+power_plan=GUID схемы питания: 381b4222-f694-41f0-9685-ff5bb260df2e  (Сбалансированная)
+compiler=MSVC 19.51.36248.0 x64
+cmake=cmake version 4.3.1-msvc1
+release_runtime=/MT static
+ipo_lto=off
+scalar_flags=/O2 /d2Qvec- /Qvec-report:1 /Oi-, no /arch:AVX*
+baseline_flags=/O2, no /Qvec disable, no /arch:AVX*
+avx2_flags=/O2 /arch:AVX2
+git_head=aea6e330e34cd64be5aedc5099df426d556146c4
+git_dirty_entries=6
+source_manifest=source-manifest.sha256
+binary_manifest=binary-manifest.sha256
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/fixed-leaf-winners.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/fixed-leaf-winners.csv
new file mode 100644
index 0000000..8a6f477
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/fixed-leaf-winners.csv
@@ -0,0 +1,6 @@
+"leaf","wins","percent"
+"512","13","30.952380952381"
+"1024","11","26.1904761904762"
+"256","10","23.8095238095238"
+"128","6","14.2857142857143"
+"64","2","4.76190476190476"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/large-plan.json b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/large-plan.json
new file mode 100644
index 0000000..502e243
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/large-plan.json
@@ -0,0 +1,478 @@
+{
+    "run_id":  "20260811-large-n100m-512edit-12c-v2",
+    "generated_at":  "2026-08-11T22:53:29.2306534+03:00",
+    "finalized_legacy_without_resume_signature":  true,
+    "workers":  12,
+    "max_huge_workers":  3,
+    "only_huge":  true,
+    "logical_processors":  24,
+    "affinity_policy":  "one distinct logical CPU per worker slot",
+    "profiles":  [
+                     "scalar",
+                     "baseline",
+                     "avx2"
+                 ],
+    "candidates":  [
+                       "std::vector_reserved",
+                       "tiered_forced_leaf_64",
+                       "tiered_forced_leaf_128",
+                       "tiered_forced_leaf_256",
+                       "tiered_forced_leaf_512",
+                       "tiered_forced_leaf_1024",
+                       "adaptive_shape_deferred"
+                   ],
+    "sizes":  [
+                  100000000
+              ],
+    "cases":  [
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  0
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  100
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  1000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  10000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  50000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  200000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  500000
+                  },
+                  {
+                      "pattern":  "steady_uniform",
+                      "edit_ppm":  1000000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  1000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  10000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  200000
+                  },
+                  {
+                      "pattern":  "steady_localized",
+                      "edit_ppm":  1000000
+                  },
+                  {
+                      "pattern":  "bursty_uniform",
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+                  },
+                  {
+                      "pattern":  "phase",
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+                  }
+              ],
+    "operation_cap":  8000000,
+    "target_edits":  {
+                         "n_le_1m":  1024,
+                         "n_10m":  512,
+                         "n_100m":  512
+                     },
+    "notes":  [
+                  "Cells run concurrently; candidates inside one cell run sequentially on one trace.",
+                  "Construction time is recorded separately and excluded from ns_per_op.",
+                  "Parallel memory-bandwidth contention is accepted for exploratory throughput.",
+                  "At most MaxHugeWorkers N=100m cells run together to avoid paging.",
+                  "All seven candidates are mandatory; std::vector is never cost-guard skipped."
+              ],
+    "jobs":  [
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/large-raw.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/large-raw.csv
new file mode 100644
index 0000000..8d1508e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/large-raw.csv
@@ -0,0 +1,295 @@
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..6c31bcc
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..d08616a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..33c8df0
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..1c9b301
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..1ea22a2
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..fa43741
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..255c91e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=500000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..bdd6ab3
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=5120000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..5a97499
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..a3d291d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..82e87ff
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..ead28bb
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..14d44ae
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=10240 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..f8186ba
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/avx2-n100000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: avx2
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1024 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\avx2-n100000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..ca65ba3
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..19f9ec2
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..ff7be48
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..baa2e8d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..a73875a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..a56b9b4
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..af6402d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=500000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..58613d8
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=5120000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..bdeb329
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..1fccb81
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..75f994f
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..a8296a0
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..59d73ff
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=10240 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..061e4aa
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/baseline-n100000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: baseline
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1024 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\baseline-n100000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-bursty_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-bursty_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-bursty_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-bursty_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-bursty_uniform-ppm10000.out.log
new file mode 100644
index 0000000..12ae03e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-bursty_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=bursty_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-bursty_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-bursty_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-phase-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-phase-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-phase-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-phase-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-phase-ppm200000.out.log
new file mode 100644
index 0000000..7befe83
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-phase-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=phase
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-phase-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-phase-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000.out.log
new file mode 100644
index 0000000..39a5751
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512000 edit_ppm=1000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm10000.out.log
new file mode 100644
index 0000000..daf70e8
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000000.out.log
new file mode 100644
index 0000000..c2634f5
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=1000000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm200000.out.log
new file mode 100644
index 0000000..af17b23
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_localized-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=steady_localized
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_localized-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm0.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm0.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm0.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm0.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm0.out.log
new file mode 100644
index 0000000..cf50c05
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm0.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=500000 edit_ppm=0 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm0.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm0-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm100.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm100.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm100.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm100.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm100.out.log
new file mode 100644
index 0000000..a087b6c
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm100.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=5120000 edit_ppm=100 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm100.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm100-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000.out.log
new file mode 100644
index 0000000..8d88d68
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512000 edit_ppm=1000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm1000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm1000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm10000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm10000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm10000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm10000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm10000.out.log
new file mode 100644
index 0000000..33dc625
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm10000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=51200 edit_ppm=10000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm10000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm10000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000000.out.log
new file mode 100644
index 0000000..b6db004
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm1000000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=512 edit_ppm=1000000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm1000000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm1000000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm200000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm200000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm200000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm200000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm200000.out.log
new file mode 100644
index 0000000..7e1efd8
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm200000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=2560 edit_ppm=200000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm200000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm200000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm50000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm50000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm50000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm50000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm50000.out.log
new file mode 100644
index 0000000..804f885
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm50000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=10240 edit_ppm=50000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm50000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm50000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm500000.err.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm500000.err.log
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm500000.err.log
@@ -0,0 +1 @@
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm500000.out.log b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm500000.out.log
new file mode 100644
index 0000000..b1fedc1
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/logs/scalar-n100000000-steady_uniform-ppm500000.out.log
@@ -0,0 +1,12 @@
+UniversalContainer benchmark
+  profile: scalar
+  suite: large
+  scale: smoke
+  hardware threads: 24
+  steady_clock period: 1/1000000000
+  default tiered config: leaf=512 fanout=64 levels=4
+  large cell: n=100000000 operations=1024 edit_ppm=500000 pattern=steady_uniform
+  MSVC full version: 195136248
+wrote 7 raw rows to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm500000.csv"
+wrote aggregate scores to "C:\\Projects\\VisualStudio\\UniversalContainer\\results\\benchmarks\\20260811-large-n100m-512edit-12c-v2\\partials\\scalar-n100000000-steady_uniform-ppm500000-summary.csv"
+
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..85d20be
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.004219658469795654,0.0042196584697956558,5694465600
+"avx2","std::vector_reserved",512,64,4,1,0.0015643116407058691,0.0015643116407058697,15360558200
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.97631604609208666,0.97631604609208666,24611600
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.93120780660212832,0.93120780660212832,25803800
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,24028700
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.96013793489249311,0.96013793489249311,25026300
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.81342374120689775,0.81342374120689775,29540200
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..c94abf9
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,1024,64,4,1024,64,4,1571360000,400000000,24611600,480.6953125,1400,2300,2900,46200,0,0,214631814164291389,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,1024,64,3,719187100,400000000,5694465600,111220.03125,2500,53850100,74128600,887844600,0,887844600,214631814164291389,923450056,1,0,0,0,17,131072,99,1.0000000000003846,21.200000000000074,22.800000000000018,100000000,0,0,1.9558505399828633e-19,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,0,0,0,216668700,400000000,15360558200,300010.90234375,26533000,67048900,86061400,97267700,0,0,214631814164291389,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,64,64,4,64,64,4,1691373200,400000000,29540200,576.95703125,800,1200,1300,1600,0,0,214631814164291389,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,128,64,4,128,64,4,1554952800,400000000,25803800,503.98046875,700,1100,1300,1400,0,0,214631814164291389,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,256,64,4,256,64,4,1500281200,400000000,24028700,469.310546875,800,1200,1400,4100,0,0,214631814164291389,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,512,64,4,1591859500,400000000,25026300,488.794921875,1100,1600,1900,170500,0,0,214631814164291389,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..e0b3160
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00017208371972394842,0.00017208371972394831,8649278400
+"avx2","std::vector_reserved",512,64,4,1,9.9976823432439387e-05,9.9976823432439441e-05,14887450400
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.92007170674414296,0.92007170674414296,1617700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.46174846435440836,0.46174846435440836,3223400
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.79216562882537656,0.79216562882537656,1878900
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,1488400
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.24841859300675959,0.24841859300675959,5991500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-phase-ppm200000.csv
new file mode 100644
index 0000000..13dc7c0
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,512,64,4,1475122400,400000000,1488400,581.40625,1000,1600,1900,2500,0,0,214731635818823358,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,1024,64,4,1024,64,4,1488335200,400000000,1617700,631.9140625,1500,2400,2900,3500,0,0,214731635818823358,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,1024,64,3,665379500,400000000,8649278400,3378624.375,6401500,52711000,75927600,1080383300,0,1080383300,214731635818823358,923450056,1,0,0,0,17,18176,8,39760.710470872284,424.71884162055159,424.71884162055159,100000000,0,1,0.020711912837890638,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,0,0,0,199483200,400000000,14887450400,5815410.3125,27823900,52351500,68883500,125639800,0,0,214731635818823358,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,64,64,4,64,64,4,2060861600,400000000,5991500,2340.4296875,3700,6200,7500,16000,0,0,214731635818823358,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,128,64,4,128,64,4,1547256100,400000000,3223400,1259.140625,1700,2800,3300,4100,0,0,214731635818823358,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,256,64,4,256,64,4,1495674200,400000000,1878900,733.9453125,1100,1900,2500,3500,0,0,214731635818823358,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..e1a8e5f
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.011945613091466217,0.011945613091466216,11228297700
+"avx2","std::vector_reserved",512,64,4,1,0.010074491762020601,0.010074491762020601,13313713800
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,134128900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.37793658401472646,0.37793658401472646,354897900
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.54368727004166562,0.54368727004166562,246702300
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.81077230427936298,0.81077230427936298,165433500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.23423514516481117,0.23423514516481117,572625000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..bca81ac
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,0,0,0,121495100,400000000,13313713800,26003.347265625001,25554500,41895700,48051100,59646800,0,0,214203541450790797,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,64,64,4,64,64,4,2065977500,400000000,572625000,1118.408203125,1700,3100,3700,21200,0,0,214203541450790797,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,128,64,4,128,64,4,1592681500,400000000,354897900,693.15996093750005,1200,1900,2500,3600,0,0,214203541450790797,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,256,64,4,256,64,4,1552338100,400000000,246702300,481.84042968749998,1000,1600,2200,3100,0,0,214203541450790797,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,512,64,4,1505728500,400000000,165433500,323.1123046875,1000,1500,2800,4200,0,0,214203541450790797,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,1024,64,4,1024,64,4,1449637200,400000000,134128900,261.97050781249999,1200,1900,2800,3300,0,0,214203541450790797,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,512,64,4,654392300,400000000,11228297700,21930.268945312499,21396500,37524400,40901900,47828800,0,0,214203541450790797,450001096,0,0,0,0,440,131072,3,2789.5729851671367,48.108899387550352,2789.5729851671367,100000000,0,1,0.001478925767354797,"vector","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..97f96d6
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0018024208018054041,0.0018024208018054047,13566199400
+"avx2","std::vector_reserved",512,64,4,1,0.0015032847250779214,0.0015032847250779221,16265714400
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.55014703136144061,0.55014703136144061,44446300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.61524835632672681,0.61524835632672681,39743300
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.63603707181558777,0.63603707181558777,38444300
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,24452000
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.37447757376757945,0.37447757376757945,65296300
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..ac888c3
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,1024,64,4,1024,64,4,1807941200,400000000,44446300,868.091796875,2300,4200,5800,10000,0,0,214632402121488182,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,512,64,4,803633500,400000000,13566199400,264964.83203125,25312900,39772900,44559600,51759300,0,0,214632402121488182,450001096,0,0,0,0,182,131072,1,17317.554189778275,169.08013703577657,17317.554189778275,100000000,0,1,0.0090748163843023307,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,0,0,0,211863400,400000000,16265714400,317689.734375,29830000,45857200,51420100,56376500,0,0,214632402121488182,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,64,64,4,64,64,4,2428530200,400000000,65296300,1275.318359375,1600,3400,4000,5300,0,0,214632402121488182,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,128,64,4,128,64,4,1735259000,400000000,39743300,776.236328125,1100,2200,3300,5500,0,0,214632402121488182,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,256,64,4,256,64,4,1661075100,400000000,38444300,750.865234375,1200,2500,3800,6900,0,0,214632402121488182,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,512,64,4,1551899800,400000000,24452000,477.578125,1100,1900,2400,3000,0,0,214632402121488182,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..e7be286
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,8.5650012923693645e-05,8.5650012923693672e-05,5709281100
+"avx2","std::vector_reserved",512,64,4,1,3.7342523371608621e-05,3.7342523371608628e-05,13094990800
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.71418139331093911,0.71418139331093911,684700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.73247453565008991,0.73247453565008991,667600
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.0040848683611491429,0.0040848683611491429,119710100
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,489000
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.49974450689831373,0.49974450689831373,978500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..a62161b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,128,64,4,128,64,4,1623529200,400000000,667600,1303.90625,1100,2200,2700,17800,0,0,214736071622604581,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,256,64,4,256,64,4,1528202300,400000000,119710100,233808.7890625,1700,3800,5000,118740100,0,0,214736071622604581,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,512,64,4,1693808200,400000000,489000,955.078125,900,1500,1800,3600,0,0,214736071622604581,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,1024,64,4,1024,64,4,1507076900,400000000,684700,1337.3046875,1300,2100,2600,3900,0,0,214736071622604581,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,1024,64,3,683641600,400000000,5709281100,11150939.6484375,13402200,21965400,32196100,919821800,0,919821800,214736071622604581,923450056,1,0,0,0,16,1792,1,1247801.0771313782,10702.659099561075,10702.659099561075,100000000,0,1,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,0,0,0,157660900,400000000,13094990800,25576153.90625,25445800,38812100,44165100,49894000,0,0,214736071622604581,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,64,64,4,64,64,4,1941308600,400000000,978500,1911.1328125,1800,3100,3800,11900,0,0,214736071622604581,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..d0d1381
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00040592175433933693,0.00040592175433933677,3971701400
+"avx2","std::vector_reserved",512,64,4,1,0.0001252208763597245,0.00012522087635972459,12874850000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.77017149954617115,0.77017149954617115,2093300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.40798663832371695,0.40798663832371695,3951600
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.38718509090035785,0.38718509090035785,4163900
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,1612200
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.22902520101144985,0.22902520101144985,7039400
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..d038be5
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,512,64,4,1476408800,400000000,1612200,629.765625,900,1400,1700,7400,0,0,214731629993696247,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,1024,64,4,1024,64,4,1515877800,400000000,2093300,817.6953125,1500,2400,2800,6500,0,0,214731629993696247,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,1024,64,3,982155900,400000000,3971701400,1551445.859375,2900,18292900,22482600,932110900,0,932110900,214731629993696247,923450056,1,0,0,0,19,14880,1,654037.41491362709,5531.0413455943562,5531.0413455943562,100000000,0,1,0.34008341549911625,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,0,0,0,181995500,400000000,12874850000,5029238.28125,24595300,40799800,46311900,62991000,0,0,214731629993696247,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,64,64,4,64,64,4,2865430300,400000000,7039400,2749.765625,2500,4600,6700,8500,0,0,214731629993696247,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,128,64,4,128,64,4,1754876800,400000000,3951600,1543.59375,1600,2800,3300,9700,0,0,214731629993696247,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,256,64,4,256,64,4,1577053200,400000000,4163900,1626.5234375,1900,3200,3800,4900,0,0,214731629993696247,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..d151861
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.8880342486508791,0.8880342486508791,15510100
+"avx2","std::vector_reserved",512,64,4,1,1,1,13773500
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.077431109726912473,0.077431109726912473,177880700
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.067079888063008894,0.06707988806300888,205329800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.052484612045987249,0.052484612045987242,262429300
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.05268240999984701,0.052682409999847003,261444000
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.060250872147067515,0.060250872147067508,228602500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..f2bf92a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,256,64,4,256,64,4,1626701500,400000000,262429300,524.85860000000002,0,0,0,0,0,0,214248794138489932,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,1570777000,400000000,261444000,522.88800000000003,0,0,0,0,0,0,214248794138489932,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,1024,64,4,1024,64,4,1655662200,400000000,177880700,355.76139999999998,0,0,0,0,0,0,214248794138489932,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,683486300,400000000,15510100,31.020199999999999,0,0,0,0,0,0,214248794138489932,450001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,0,0,0,111260000,400000000,13773500,27.547000000000001,0,0,0,0,0,0,214248794138489932,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,64,64,4,64,64,4,1634221100,400000000,228602500,457.20499999999998,0,0,0,0,0,0,214248794138489932,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,128,64,4,128,64,4,1577187200,400000000,205329800,410.65960000000001,0,0,0,0,0,0,214248794138489932,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..6edf431
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.13803593560246824,0.13803593560246824,9890397700
+"avx2","std::vector_reserved",512,64,4,1,0.092917456677788987,0.092917456677788973,14692936600
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,1365230300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.35401946706005211,0.35401946706005211,3856370700
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.62856034330824606,0.62856034330824606,2171995600
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.7907409029166409,0.7907409029166409,1726520400
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.25403766622122986,0.25403766622122986,5374125500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..d729855
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,1024,64,4,1024,64,4,1449752200,400000000,1365230300,266.64654296875,1400,2300,2700,7800,0,0,206589893372135723,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,512,64,4,679619400,400000000,9890397700,1931.71830078125,17781100,41296500,53960900,73435100,0,0,206589893372135723,450001096,0,0,0,0,507,131072,8,288.35333039403048,39.602776387876169,288.35333039403048,100000000,0,0,0.00017157797617187506,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,0,0,0,134639100,400000000,14692936600,2869.7141796874998,27075600,60560700,73632800,86512500,0,0,206589893372135723,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,64,64,4,64,64,4,2063129600,400000000,5374125500,1049.6338867187501,2500,4700,5800,7100,0,0,206589893372135723,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,128,64,4,128,64,4,1597793000,400000000,3856370700,753.19740234375001,2000,3800,4700,9000,0,0,206589893372135723,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,256,64,4,256,64,4,1492960600,400000000,2171995600,424.217890625,1000,1800,2200,29500,0,0,206589893372135723,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,512,64,4,1540116300,400000000,1726520400,337.21101562500002,1300,2300,2700,3600,0,0,206589893372135723,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..79c8f16
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.016329414287448791,0.016329414287448787,8662839800
+"avx2","std::vector_reserved",512,64,4,1,0.010919025555136136,0.010919025555136139,12955286100
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,141459100
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.56673297156100955,0.56673297156100955,249604500
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.57518803718374822,0.57518803718374822,245935400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.87187229387201648,0.87187229387201648,162247500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.27888166675538262,0.27888166675538262,507237000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..38f3cd3
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,128,64,4,128,64,4,1496789800,400000000,249604500,487.5087890625,900,1500,2300,10600,0,0,214206263358794279,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,256,64,4,256,64,4,1439013000,400000000,245935400,480.34257812499999,1000,2400,3000,3900,0,0,214206263358794279,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,512,64,4,1502857500,400000000,162247500,316.8896484375,1000,1500,1800,2700,0,0,214206263358794279,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,1024,64,4,1024,64,4,1438257900,400000000,141459100,276.28730468750001,1200,2000,2300,3400,0,0,214206263358794279,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,512,64,4,656710100,400000000,8662839800,16919.608984375001,15833800,37274800,52582000,54899800,0,0,214206263358794279,450001096,0,0,0,0,437,131072,7,613.78290623847283,50.493802009595498,613.78290623847283,100000000,0,0,0.00027708055106525958,"vector","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,0,0,0,148412700,400000000,12955286100,25303.293164062499,23766900,54076800,67397500,81681600,0,0,214206263358794279,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,64,64,4,64,64,4,1991922500,400000000,507237000,990.697265625,1800,2800,3800,5500,0,0,214206263358794279,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..0aa904a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.0026489558711344338,0.0026489558711344334,9204721100
+"avx2","std::vector_reserved",512,64,4,1,0.0018350906275298882,0.0018350906275298876,13287027700
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,1,1,24382900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.53257424682907006,0.53257424682907006,45783100
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.60572162477052138,0.60572162477052138,40254300
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.95054480244819994,0.95054480244819994,25651500
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.46108214719970347,0.46108214719970347,52881900
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..c31ff3d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,0,0,0,173019900,400000000,13287027700,259512.259765625,23605700,60105200,71635600,77606300,0,0,214633235083721882,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,64,64,4,64,64,4,1995058800,400000000,52881900,1032.849609375,1500,3500,4800,22700,0,0,214633235083721882,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,128,64,4,128,64,4,1592901100,400000000,45783100,894.201171875,1600,2700,3600,8100,0,0,214633235083721882,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,256,64,4,256,64,4,1545113600,400000000,40254300,786.216796875,1500,3000,4200,13000,0,0,214633235083721882,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,512,64,4,1628356500,400000000,25651500,501.005859375,1200,2100,3500,4800,0,0,214633235083721882,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,1024,64,4,1024,64,4,1551219800,400000000,24382900,476.228515625,1600,2800,3800,5400,0,0,214633235083721882,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,512,64,4,691239700,400000000,9204721100,179779.708984375,16158700,40719600,50171900,58378400,0,0,214633235083721882,450001096,0,0,0,0,185,131072,1,10930.004355888772,884.44430276722062,10930.004355888772,100000000,0,0,0.0087678954004389471,"vector","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..7b6011c
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00019579517195100174,0.00019579517195100188,5247320400
+"avx2","std::vector_reserved",512,64,4,1,8.1563673264244843e-05,8.1563673264244816e-05,12596293900
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.70153636053260493,0.70153636053260493,1464500
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.74449275362318845,0.74449275362318845,1380000
+"avx2","tiered_forced_leaf_256",256,64,4,1,1,1,1027400
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.68552745712951224,0.68552745712951224,1498700
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.71745810055865922,0.71745810055865922,1432000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..e0cd1ee
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,512,64,4,1827396600,400000000,1498700,2927.1484375,2800,4000,5100,23200,0,0,214736098015750056,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,1024,64,4,1024,64,4,1739931900,400000000,1464500,2860.3515625,2800,4000,4400,10100,0,0,214736098015750056,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,1024,64,3,685479500,400000000,5247320400,10248672.65625,3218000,28200700,31784600,788380200,0,788380200,214736098015750056,923450056,1,0,0,0,16,1792,1,1670987.5188563052,60988.836252971581,60988.836252971581,100000000,0,0.125,0.65000000000000002,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,0,0,0,115840600,400000000,12596293900,24602136.5234375,23448700,51573700,62183600,73512600,0,0,214736098015750056,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,64,64,4,64,64,4,1887744100,400000000,1432000,2796.875,2800,3900,4600,9900,0,0,214736098015750056,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,128,64,4,128,64,4,1614333700,400000000,1380000,2695.3125,2600,3800,4700,17000,0,0,214736098015750056,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,256,64,4,256,64,4,1526049400,400000000,1027400,2006.640625,1900,2900,3700,5100,0,0,214736098015750056,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..6370ba1
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00038126628271564989,0.00038126628271564983,4700651700
+"avx2","std::vector_reserved",512,64,4,1,0.00014297812504891384,0.00014297812504891389,12534784600
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.47742347958123549,0.47742347958123549,3753900
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.36702094980647543,0.36702094980647537,4883100
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.41545736937271083,0.41545736937271083,4313800
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,1792200
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.31127012522361358,0.31127012522361358,5757700
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..680b59a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,1024,64,3,697321500,400000000,4700651700,1836192.0703125,3200,44039400,62822000,985416900,0,985416900,214737529103472481,923450056,1,0,0,0,20,15328,1,576157.64225786377,30940.45706089335,30940.45706089335,100000000,0,0.16666666666666666,0.31411724273666169,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,0,0,0,113095900,400000000,12534784600,4896400.234375,22736500,52208600,64931700,86170100,0,0,214737529103472481,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,64,64,4,64,64,4,1974555200,400000000,5757700,2249.1015625,3000,4300,5000,9300,0,0,214737529103472481,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,128,64,4,128,64,4,1596342900,400000000,4883100,1907.4609375,2700,3800,4500,5500,0,0,214737529103472481,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,256,64,4,256,64,4,1512313900,400000000,4313800,1685.078125,2400,3600,4900,6200,0,0,214737529103472481,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,512,64,4,1591971100,400000000,1792200,700.078125,1200,1900,2400,3400,0,0,214737529103472481,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,1024,64,4,1024,64,4,1545648200,400000000,3753900,1466.3671875,2700,3900,4600,5900,0,0,214737529103472481,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..1e8d290
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.002461113663767694,0.0024611136637676932,3660456700
+"avx2","std::vector_reserved",512,64,4,1,0.00079379180231799748,0.00079379180231799748,11349071600
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.84524591394419324,0.84524591394419324,10658200
+"avx2","tiered_forced_leaf_128",128,64,4,1,1,1,9008800
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.75105253065886335,0.75105253065886335,11994900
+"avx2","tiered_forced_leaf_512",512,64,4,1,0.88664055272326436,0.88664055272326436,10160600
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.92983506388951964,0.92983506388951964,9688600
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..54bf1c5
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,128,64,4,128,64,4,1615532000,400000000,9008800,879.765625,1200,2600,3800,15500,0,0,214754899738784712,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,256,64,4,256,64,4,1532328300,400000000,11994900,1171.376953125,1900,3200,3900,5600,0,0,214754899738784712,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,512,64,4,1586904300,400000000,10160600,992.24609375,2100,3400,3900,5200,0,0,214754899738784712,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,1024,64,4,1024,64,4,1555501300,400000000,10658200,1040.83984375,2600,4000,5100,5500,0,0,214754899738784712,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,1024,64,3,751491500,400000000,3660456700,357466.474609375,3300,33887400,50765600,874600300,0,874600300,214754899738784712,923450056,1,0,0,0,38,62464,1,64085.712567718176,2439.7929648050358,2439.7929648050358,100000000,0,0.33333333333333331,0.027064637500371996,"tiered","ok"
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,0,0,0,141990100,400000000,11349071600,1108307.7734375,20721800,46975800,59197400,76205500,0,0,214754899738784712,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,64,64,4,64,64,4,1726775000,400000000,9688600,946.15234375,1400,2000,2300,3100,0,0,214754899738784712,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..137cb9d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"avx2","adaptive_shape_deferred",512,64,4,1,0.00014092442906793145,0.00014092442906793142,6763908900
+"avx2","std::vector_reserved",512,64,4,1,8.0084789729117266e-05,8.0084789729117321e-05,11902385000
+"avx2","tiered_forced_leaf_1024",1024,64,4,1,0.75813250616400218,0.75813250616400218,1257300
+"avx2","tiered_forced_leaf_128",128,64,4,1,0.54459235559618346,0.54459235559618346,1750300
+"avx2","tiered_forced_leaf_256",256,64,4,1,0.60783063384772351,0.60783063384772351,1568200
+"avx2","tiered_forced_leaf_512",512,64,4,1,1,1,953200
+"avx2","tiered_forced_leaf_64",64,64,4,1,0.43354862185026838,0.43354862185026838,2198600
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..aebea90
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/avx2-n100000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"avx2","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,0,0,0,143432600,400000000,11902385000,11623422.8515625,21993500,49435200,65039700,83985600,0,0,214736463732665336,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"avx2","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,64,64,4,64,64,4,1733336200,400000000,2198600,2147.0703125,2500,3700,4500,18600,0,0,214736463732665336,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,128,64,4,128,64,4,1581552600,400000000,1750300,1709.27734375,1900,2900,3300,5800,0,0,214736463732665336,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,256,64,4,256,64,4,1446070500,400000000,1568200,1531.4453125,1900,2800,3100,6200,0,0,214736463732665336,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,512,64,4,1464515900,400000000,953200,930.859375,1200,1800,2100,2700,0,0,214736463732665336,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,1024,64,4,1024,64,4,1457870500,400000000,1257300,1227.83203125,1700,2700,3300,8900,0,0,214736463732665336,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"avx2","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,1024,64,3,679720900,400000000,6763908900,6605379.78515625,3423800,39516600,54205400,912583100,0,912583100,214736463732665336,923450056,1,0,0,0,17,3968,1,829449.41634973558,42797.098865408727,42797.098865408727,100000000,0,0,0.43144756689823993,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..a05a451
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0040658468498697515,0.0040658468498697533,5465774000
+"baseline","std::vector_reserved",512,64,4,1,0.0014699330236920484,0.0014699330236920488,15118375900
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.84608765838206623,0.84608765838206623,26265600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.91406783425605254,0.91406783425605254,24312200
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.94783354161246436,0.94783354161246436,23446100
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,22223000
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.7319250125154797,0.7319250125154797,30362400
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..f04c98e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,1024,64,4,1024,64,4,1543677200,400000000,26265600,513,1600,2800,4600,30500,0,0,214631814164291389,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,1024,64,3,710877100,400000000,5465774000,106753.3984375,1800,50741300,72085600,840764300,0,840764300,214631814164291389,923450056,1,0,0,0,17,131072,99,1.0000000000003846,21.200000000000074,22.800000000000018,100000000,0,0,1.9558505399828633e-19,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,0,0,0,205540600,400000000,15118375900,295280.779296875,28031800,64879500,79269900,90671300,0,0,214631814164291389,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,64,64,4,64,64,4,1685486400,400000000,30362400,593.015625,700,1100,1300,2600,0,0,214631814164291389,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,128,64,4,128,64,4,1538580600,400000000,24312200,474.84765625,800,1200,1600,1800,0,0,214631814164291389,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,256,64,4,256,64,4,1483594300,400000000,23446100,457.931640625,800,1200,1400,1500,0,0,214631814164291389,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,512,64,4,1564521800,400000000,22223000,434.04296875,1000,1400,1700,3100,0,0,214631814164291389,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..d7da3d1
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00018150830541154315,0.00018150830541154318,9473395700
+"baseline","std::vector_reserved",512,64,4,1,0.00011624618482488982,0.00011624618482488974,14791883300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.50015998138398443,0.50015998138398443,3437900
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.85543007810556693,0.85543007810556693,2010100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.37711641372050181,0.37711641372050181,4559600
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,1719500
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.37687671232876713,0.37687671232876713,4562500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000.csv
new file mode 100644
index 0000000..bc649d0
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,512,64,4,1570730100,400000000,1719500,671.6796875,1200,1800,2300,11200,0,0,214731635818823358,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,1024,64,4,1024,64,4,1569242200,400000000,3437900,1342.9296875,2500,3800,4700,10100,0,0,214731635818823358,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,1024,64,3,827999300,400000000,9473395700,3700545.1953125,7726000,56063700,73442400,1068815900,0,1068815900,214731635818823358,923450056,1,0,0,0,17,18176,8,39760.710470872284,424.71884162055159,424.71884162055159,100000000,0,1,0.020711912837890638,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,0,0,0,202874400,400000000,14791883300,5778079.4140625,27234000,56042000,73785700,98927100,0,0,214731635818823358,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,64,64,4,64,64,4,1788059600,400000000,4562500,1782.2265625,2200,3600,4100,6900,0,0,214731635818823358,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,128,64,4,128,64,4,1528733600,400000000,2010100,785.1953125,1000,1800,2300,4000,0,0,214731635818823358,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,256,64,4,256,64,4,1689965900,400000000,4559600,1781.09375,2400,4300,5000,9100,0,0,214731635818823358,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..1af43da
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.013229606911658115,0.013229606911658112,13346262000
+"baseline","std::vector_reserved",512,64,4,1,0.012460541180873428,0.012460541180873429,14169994500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.65505299128937244,0.65505299128937244,269544300
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.66701094019160445,0.66701094019160445,264712000
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.88903222233131673,0.88903222233131673,198604500
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,176565800
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.45763372568900695,0.45763372568900695,385823400
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..2623c98
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,0,0,0,156730500,400000000,14169994500,27675.7705078125,26339200,43611900,50656900,93026200,0,0,214203541450790797,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,64,64,4,64,64,4,1823963300,400000000,385823400,753.56132812500005,1200,1900,2800,13500,0,0,214203541450790797,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,128,64,4,128,64,4,1588950700,400000000,264712000,517.015625,900,1600,2000,3100,0,0,214203541450790797,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,256,64,4,256,64,4,1447634300,400000000,198604500,387.8994140625,800,1200,1500,2100,0,0,214203541450790797,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,512,64,4,1501365700,400000000,176565800,344.85507812499998,1000,1500,2700,4200,0,0,214203541450790797,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,1024,64,4,1024,64,4,1636501300,400000000,269544300,526.45371093749998,1700,2800,4600,6700,0,0,214203541450790797,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,512,64,4,768768700,400000000,13346262000,26066.91796875,24574900,39640600,45670800,48895200,0,0,214203541450790797,450001096,0,0,0,0,440,131072,3,2789.5729851671367,48.108899387550352,2789.5729851671367,100000000,0,1,0.001478925767354797,"vector","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..ad74977
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0015201018629807297,0.0015201018629807301,14589088100
+"baseline","std::vector_reserved",512,64,4,1,0.0015614772935942597,0.0015614772935942599,14202512000
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.5083110620097826,0.5083110620097826,43628600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.92545267137664677,0.92545267137664677,23963300
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,22176900
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.85741957184889062,0.85741957184889062,25864700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.26127571740106242,0.26127571740106242,84879300
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..6a1f3ed
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,1024,64,4,1024,64,4,1967710400,400000000,43628600,852.12109375,2400,4600,7400,32100,0,0,214632402121488182,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,512,64,4,891072200,400000000,14589088100,284943.126953125,27430900,43396500,49873900,72350700,0,0,214632402121488182,450001096,0,0,0,0,182,131072,1,17317.554189778275,169.08013703577657,17317.554189778275,100000000,0,1,0.0090748163843023307,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,0,0,0,274706100,400000000,14202512000,277392.8125,26388500,42343600,48483700,52082000,0,0,214632402121488182,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,64,64,4,64,64,4,1917608600,400000000,84879300,1657.798828125,1400,2800,3500,5000,0,0,214632402121488182,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,128,64,4,128,64,4,1662112100,400000000,23963300,468.033203125,700,1200,1600,4400,0,0,214632402121488182,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,256,64,4,256,64,4,1534000400,400000000,22176900,433.142578125,800,1300,1700,2400,0,0,214632402121488182,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,512,64,4,1710730500,400000000,25864700,505.169921875,1300,2100,2700,5600,0,0,214632402121488182,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..da5d973
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,6.2148382541921644e-05,6.2148382541921658e-05,6893180200
+"baseline","std::vector_reserved",512,64,4,1,3.3947346049736594e-05,3.3947346049736574e-05,12619543200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.40259374118973779,0.40259374118973779,1064100
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,428400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.58246091094493546,0.58246091094493546,735500
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.32176656151419553,0.32176656151419558,1331400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.55213300683077715,0.55213300683077715,775900
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..bf0b75f
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,128,64,4,128,64,4,1583651000,400000000,428400,836.71875,700,1300,1700,10700,0,0,214736071622604581,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,256,64,4,256,64,4,1496475300,400000000,735500,1436.5234375,1300,2500,3000,5000,0,0,214736071622604581,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,512,64,4,1652104400,400000000,1331400,2600.390625,2300,4200,7100,16200,0,0,214736071622604581,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,1024,64,4,1024,64,4,1696047000,400000000,1064100,2078.3203125,2000,3300,4000,6000,0,0,214736071622604581,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,1024,64,3,758823200,400000000,6893180200,13463242.578125,14686900,28678000,35391200,936014800,0,936014800,214736071622604581,923450056,1,0,0,0,16,1792,1,1247801.0771313782,10702.659099561075,10702.659099561075,100000000,0,1,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,0,0,0,200554000,400000000,12619543200,24647545.3125,24864200,39073500,44390100,47666600,0,0,214736071622604581,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,64,64,4,64,64,4,1794702600,400000000,775900,1515.4296875,1400,2500,3100,9100,0,0,214736071622604581,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..ff8d2ab
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00044614529738794967,0.00044614529738794967,4970578000
+"baseline","std::vector_reserved",512,64,4,1,0.00016099175684599555,0.00016099175684599552,13774618300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.65089521573231579,0.65089521573231579,3407000
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.38628762541806022,0.38628762541806022,5740800
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,2217600
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.63878326996197721,0.63878326996197721,3471600
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.48003117085525032,0.48003117085525032,4619700
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..d9b438f
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,512,64,4,1553139600,400000000,3471600,1356.09375,1800,3200,4100,19300,0,0,214731629993696247,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,1024,64,4,1024,64,4,1731136600,400000000,3407000,1330.859375,2100,3500,4100,11700,0,0,214731629993696247,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,1024,64,3,736884500,400000000,4970578000,1941632.03125,2100,29057000,34217200,911463100,0,911463100,214731629993696247,923450056,1,0,0,0,19,14880,1,654037.41491362709,5531.0413455943562,5531.0413455943562,100000000,0,1,0.34008341549911625,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,0,0,0,165019200,400000000,13774618300,5380710.2734375,25875100,40706800,50043600,56913600,0,0,214731629993696247,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,64,64,4,64,64,4,1924761000,400000000,4619700,1804.5703125,1800,2900,3600,11000,0,0,214731629993696247,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,128,64,4,128,64,4,1842773000,400000000,5740800,2242.5,2600,4000,4800,14700,0,0,214731629993696247,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,256,64,4,256,64,4,1518767200,400000000,2217600,866.25,1000,1700,2500,4900,0,0,214731629993696247,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..0a2cd90
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.74745823176169812,0.74745823176169812,16819000
+"baseline","std::vector_reserved",512,64,4,1,1,1,12571500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.070537875497830235,0.070537875497830249,178223400
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.062213127531591549,0.062213127531591542,202071500
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.043279499188218919,0.043279499188218912,290472400
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.076597945933298883,0.076597945933298883,164123200
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.056779970669440433,0.05677997066944044,221407300
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..7307723
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,256,64,4,256,64,4,1568931800,400000000,290472400,580.94479999999999,0,0,0,0,0,0,214248794138489932,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,1563200600,400000000,164123200,328.24639999999999,0,0,0,0,0,0,214248794138489932,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,1024,64,4,1024,64,4,1545360000,400000000,178223400,356.4468,0,0,0,0,0,0,214248794138489932,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,718002600,400000000,16819000,33.637999999999998,0,0,0,0,0,0,214248794138489932,450001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,0,0,0,114671800,400000000,12571500,25.143000000000001,0,0,0,0,0,0,214248794138489932,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,64,64,4,64,64,4,1622237000,400000000,221407300,442.81459999999998,0,0,0,0,0,0,214248794138489932,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,128,64,4,128,64,4,1536186400,400000000,202071500,404.14299999999997,0,0,0,0,0,0,214248794138489932,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..3422a1e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.14987174941569265,0.14987174941569265,12922865100
+"baseline","std::vector_reserved",512,64,4,1,0.13882689288413583,0.13882689288413583,13950988600
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.84804396930692127,0.84804396930692127,2283811300
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.79340374195478247,0.79340374195478247,2441093100
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.96102589487632128,0.96102589487632128,2015317600
+"baseline","tiered_forced_leaf_512",512,64,4,1,1,1,1936772400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.47866523453892718,0.47866523453892718,4046194000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..5b09473
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,1024,64,4,1024,64,4,1608725900,400000000,2283811300,446.05689453125001,2000,3600,4500,13600,0,0,206589893372135723,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,512,64,4,788921600,400000000,12922865100,2523.99708984375,23874000,50373400,74341100,80192000,0,0,206589893372135723,450001096,0,0,0,0,507,131072,8,288.35333039403048,39.602776387876169,288.35333039403048,100000000,0,0,0.00017157797617187506,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,0,0,0,185439000,400000000,13950988600,2724.8024609375002,25122400,54895200,80060300,88496400,0,0,206589893372135723,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,64,64,4,64,64,4,1754662500,400000000,4046194000,790.27226562500005,1900,3600,4300,6500,0,0,206589893372135723,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,128,64,4,128,64,4,1625283700,400000000,2441093100,476.77599609375,1100,1700,2400,3300,0,0,206589893372135723,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,256,64,4,256,64,4,1447692300,400000000,2015317600,393.61671875000002,1100,2100,2500,4600,0,0,206589893372135723,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,512,64,4,1638284900,400000000,1936772400,378.27585937499998,1500,2500,3100,4000,0,0,206589893372135723,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..fa86150
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.016589405735292471,0.016589405735292467,12150923500
+"baseline","std::vector_reserved",512,64,4,1,0.015133883295625873,0.015133883295625868,13319555600
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.71555766019560851,0.71555766019560851,281705600
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.87676613202081521,0.87676613202081521,229909200
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,201576600
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.6573933870158214,0.6573933870158214,306630100
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.32548820016747793,0.32548820016747793,619305400
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..2934d2d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,128,64,4,128,64,4,1544713200,400000000,229909200,449.04140625000002,900,1600,3300,9400,0,0,214206263358794279,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,256,64,4,256,64,4,1481614900,400000000,201576600,393.70429687500001,900,1400,1700,2800,0,0,214206263358794279,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,512,64,4,1763058300,400000000,306630100,598.88691406249995,1700,3000,3700,9600,0,0,214206263358794279,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,1024,64,4,1024,64,4,1764307300,400000000,281705600,550.20624999999995,1900,3400,4300,8200,0,0,214206263358794279,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,512,64,4,752405700,400000000,12150923500,23732.2724609375,22381700,49495100,64648200,91140300,0,0,214206263358794279,450001096,0,0,0,0,437,131072,7,613.78290623847283,50.493802009595498,613.78290623847283,100000000,0,0,0.00027708055106525958,"vector","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,0,0,0,211972200,400000000,13319555600,26014.757031249999,23814900,56894900,75870800,80877200,0,0,214206263358794279,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,64,64,4,64,64,4,2324442300,400000000,619305400,1209.580859375,2100,3800,4800,7500,0,0,214206263358794279,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..a552127
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0044605737036548234,0.0044605737036548217,7973032700
+"baseline","std::vector_reserved",512,64,4,1,0.0034865284174324753,0.0034865284174324753,10200490500
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,1,1,35564300
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.95350738905690324,0.95350738905690324,37298400
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.63850074596452044,0.63850074596452044,55699700
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.97984345339280743,0.97984345339280743,36295900
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.79895357823227053,0.79895357823227053,44513600
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..5486d3d
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,0,0,0,192698100,400000000,10200490500,199228.330078125,17361300,48951500,67918200,87020200,0,0,214633235083721882,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,64,64,4,64,64,4,1921115800,400000000,44513600,869.40625,1300,2200,2900,14800,0,0,214633235083721882,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,128,64,4,128,64,4,1681282500,400000000,37298400,728.484375,1300,2300,3000,4000,0,0,214633235083721882,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,256,64,4,256,64,4,1839843700,400000000,55699700,1087.884765625,2100,4100,6000,7700,0,0,214633235083721882,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,512,64,4,1883849100,400000000,36295900,708.904296875,1500,4000,6300,10700,0,0,214633235083721882,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,1024,64,4,1024,64,4,1740263700,400000000,35564300,694.615234375,2100,4300,7000,12100,0,0,214633235083721882,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,512,64,4,763962900,400000000,7973032700,155723.294921875,14485400,33193700,47877400,68029300,0,0,214633235083721882,450001096,0,0,0,0,185,131072,1,10930.004355888772,884.44430276722062,10930.004355888772,100000000,0,0,0.0087678954004389471,"vector","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..d3d58a6
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00013045282866769114,0.00013045282866769108,8160037700
+"baseline","std::vector_reserved",512,64,4,1,0.00010701592589998127,0.00010701592589998132,9947117600
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.74036722770899988,0.74036722770899988,1437800
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.92855896720167486,0.92855896720167486,1146400
+"baseline","tiered_forced_leaf_256",256,64,4,1,1,1,1064500
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.64546446762066456,0.64546446762066456,1649200
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.6050014208581983,0.6050014208581983,1759500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..28144dc
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,512,64,4,1751579800,400000000,1649200,3221.09375,3100,4300,5000,31200,0,0,214736098015750056,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,1024,64,4,1024,64,4,1594806700,400000000,1437800,2808.203125,2800,4100,4500,6300,0,0,214736098015750056,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,1024,64,3,788754200,400000000,8160037700,15937573.6328125,5354500,45337200,57403200,1090218300,0,1090218300,214736098015750056,923450056,1,0,0,0,16,1792,1,1670987.5188563052,60988.836252971581,60988.836252971581,100000000,0,0.125,0.65000000000000002,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,0,0,0,207728000,400000000,9947117600,19427964.0625,17720900,46239100,57211700,92245900,0,0,214736098015750056,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,64,64,4,64,64,4,1758693600,400000000,1759500,3436.5234375,3300,4600,6000,14000,0,0,214736098015750056,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,128,64,4,128,64,4,1619734300,400000000,1146400,2239.0625,2200,3200,3700,7800,0,0,214736098015750056,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,256,64,4,256,64,4,1469929900,400000000,1064500,2079.1015625,2000,3000,3500,6400,0,0,214736098015750056,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..9ca69a6
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00074360218543421952,0.00074360218543421952,5173196200
+"baseline","std::vector_reserved",512,64,4,1,0.0003851717410583744,0.0003851717410583744,9987233200
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.99601263528558848,0.99601263528558848,3862200
+"baseline","tiered_forced_leaf_128",128,64,4,1,0.96382040489075971,0.96382040489075971,3991200
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.84914573308021724,0.84914573308021724,4530200
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.73044204769861765,0.73044204769861765,5266400
+"baseline","tiered_forced_leaf_64",64,64,4,1,1,1,3846800
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..969dab6
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,1024,64,3,838742000,400000000,5173196200,2020779.765625,3600,47645100,79793700,1084324800,0,1084324800,214737529103472481,923450056,1,0,0,0,20,15328,1,576157.64225786377,30940.45706089335,30940.45706089335,100000000,0,0.16666666666666666,0.31411724273666169,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,0,0,0,203818500,400000000,9987233200,3901262.96875,18046700,47679000,59177800,78555800,0,0,214737529103472481,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,64,64,4,64,64,4,1803045100,400000000,3846800,1502.65625,2100,3000,3400,4800,0,0,214737529103472481,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,128,64,4,128,64,4,1714652400,400000000,3991200,1559.0625,2100,3300,4200,11300,0,0,214737529103472481,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,256,64,4,256,64,4,1859802000,400000000,4530200,1769.609375,2600,4000,4600,5400,0,0,214737529103472481,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,512,64,4,1976204400,400000000,5266400,2057.1875,3000,7400,9500,10900,0,0,214737529103472481,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,1024,64,4,1024,64,4,1922192200,400000000,3862200,1508.671875,2800,4200,6200,11800,0,0,214737529103472481,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..110bfcc
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.0024574174836247313,0.0024574174836247313,4091978700
+"baseline","std::vector_reserved",512,64,4,1,0.0009333069890852169,0.00093330698908521712,10774268400
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.84398133382572638,0.84398133382572638,11914600
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,10055700
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.69752294278004756,0.69752294278004756,14416300
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.76320043716842367,0.76320043716842367,13175700
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.44408378489381151,0.44408378489381151,22643700
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..0356e3b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,128,64,4,128,64,4,1694677500,400000000,10055700,982.001953125,1500,2300,2800,11200,0,0,214754899738784712,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,256,64,4,256,64,4,1904585600,400000000,14416300,1407.841796875,2400,4200,5700,12000,0,0,214754899738784712,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,512,64,4,1813080400,400000000,13175700,1286.689453125,2700,4500,5300,5900,0,0,214754899738784712,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,1024,64,4,1024,64,4,1927613800,400000000,11914600,1163.53515625,2800,6200,10300,14200,0,0,214754899738784712,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,1024,64,3,819531400,400000000,4091978700,399607.294921875,4000,38506800,56792800,964823800,0,964823800,214754899738784712,923450056,1,0,0,0,38,62464,1,64085.712567718176,2439.7929648050358,2439.7929648050358,100000000,0,0.33333333333333331,0.027064637500371996,"tiered","ok"
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,0,0,0,164128700,400000000,10774268400,1052174.6484375,18428400,49960100,73386100,84039800,0,0,214754899738784712,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,64,64,4,64,64,4,1960375700,400000000,22643700,2211.298828125,3300,5000,5900,7300,0,0,214754899738784712,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..3b6aa8e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"baseline","adaptive_shape_deferred",512,64,4,1,0.00016572661173352602,0.0001657266117335261,6097994700
+"baseline","std::vector_reserved",512,64,4,1,0.00011344099182045096,0.00011344099182045099,8908596300
+"baseline","tiered_forced_leaf_1024",1024,64,4,1,0.47158189454036398,0.47158189454036398,2143000
+"baseline","tiered_forced_leaf_128",128,64,4,1,1,1,1010600
+"baseline","tiered_forced_leaf_256",256,64,4,1,0.4491355939736012,0.4491355939736012,2250100
+"baseline","tiered_forced_leaf_512",512,64,4,1,0.45740925138046529,0.45740925138046529,2209400
+"baseline","tiered_forced_leaf_64",64,64,4,1,0.84153551503039392,0.84153551503039392,1200900
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..b90e93b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/baseline-n100000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"baseline","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,0,0,0,188214900,400000000,8908596300,8699801.07421875,15280700,42251500,62125500,85357600,0,0,214736463732665336,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"baseline","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,64,64,4,64,64,4,1615658100,400000000,1200900,1172.75390625,1300,2100,2700,13600,0,0,214736463732665336,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,128,64,4,128,64,4,1562208400,400000000,1010600,986.9140625,1100,1800,2400,3100,0,0,214736463732665336,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,256,64,4,256,64,4,1799468600,400000000,2250100,2197.36328125,2600,4200,5000,20000,0,0,214736463732665336,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,512,64,4,2018621700,400000000,2209400,2157.6171875,2800,4200,4900,10400,0,0,214736463732665336,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,1024,64,4,1024,64,4,1919277100,400000000,2143000,2092.7734375,2900,4600,5300,8700,0,0,214736463732665336,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"baseline","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,1024,64,3,762847200,400000000,6097994700,5955072.94921875,2547600,36352400,47922200,938190400,0,938190400,214736463732665336,923450056,1,0,0,0,17,3968,1,829449.41634973558,42797.098865408727,42797.098865408727,100000000,0,0,0.43144756689823993,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..77697ec
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0039191520855906071,0.0039191520855906079,5337557600
+"scalar","std::vector_reserved",512,64,4,1,0.0014291931135064929,0.0014291931135064929,14636720400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,20918700
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.88417889250979542,0.88417889250979542,23658900
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.85668125954714291,0.85668125954714291,24418300
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.97604983202687567,0.97604983202687567,21432000
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.80980419482962862,0.80980419482962862,25831800
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000.csv
new file mode 100644
index 0000000..57a040a
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-bursty_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,1024,64,4,1024,64,4,1492491100,400000000,20918700,408.568359375,1300,2000,2200,7500,0,0,214631814164291389,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,1024,64,3,685415700,400000000,5337557600,104249.171875,2900,50206800,69803300,885755300,0,885755300,214631814164291389,923450056,1,0,0,0,17,131072,99,1.0000000000003846,21.200000000000074,22.800000000000018,100000000,0,0,1.9558505399828633e-19,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,0,0,0,118577300,400000000,14636720400,285873.4453125,27235300,63110400,74394000,78281700,0,0,214631814164291389,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,64,64,4,64,64,4,1735160800,400000000,25831800,504.52734375,700,1100,1200,1500,0,0,214631814164291389,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,128,64,4,128,64,4,1469891500,400000000,23658900,462.087890625,700,1100,1300,2500,0,0,214631814164291389,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,256,64,4,256,64,4,1417043100,400000000,24418300,476.919921875,700,1100,1300,1500,0,0,214631814164291389,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","bursty_uniform_edit_ppm_10000",100000000,51200,0,15899749573492692717,512,64,4,512,64,4,1489622600,400000000,21432000,418.59375,900,1400,1600,1800,0,0,214631814164291389,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000-summary.csv
new file mode 100644
index 0000000..34a3a64
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00023438996021186664,0.0002343899602118668,10058451300
+"scalar","std::vector_reserved",512,64,4,1,0.00016045224447855852,0.00016045224447855863,14693468500
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.69677266816408556,0.69677266816408556,3383600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.4374512932794003,0.4374512932794003,5389400
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.31013707279854769,0.31013707279854769,7601800
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,2357600
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.61455047832546983,0.61455047832546983,3836300
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000.csv
new file mode 100644
index 0000000..2ed2484
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-phase-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,512,64,4,1579847800,400000000,2357600,920.9375,1500,2700,3800,19400,0,0,214731635818823358,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,1024,64,4,1024,64,4,1833617500,400000000,3383600,1321.71875,2500,6000,7800,18300,0,0,214731635818823358,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,1024,64,3,890485800,400000000,10058451300,3929082.5390625,7258300,60105100,87915000,1164294200,0,1164294200,214731635818823358,923450056,1,0,0,0,17,18176,8,39760.710470872284,424.71884162055159,424.71884162055159,100000000,0,1,0.020711912837890638,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,512,64,4,0,0,0,202451900,400000000,14693468500,5739636.1328125,22727600,69002500,96021500,123438500,0,0,214731635818823358,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,64,64,4,64,64,4,1694326700,400000000,3836300,1498.5546875,2000,3400,4600,7100,0,0,214731635818823358,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,128,64,4,128,64,4,2064388100,400000000,5389400,2105.234375,2600,4700,5900,195500,0,0,214731635818823358,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","phase_edit_ppm_200000",100000000,2560,0,11112351430037473933,256,64,4,256,64,4,2287518900,400000000,7601800,2969.453125,3200,5100,6000,19700,0,0,214731635818823358,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv
new file mode 100644
index 0000000..0dc4270
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.014387112420858342,0.014387112420858337,14774250300
+"scalar","std::vector_reserved",512,64,4,1,0.016164650764801964,0.016164650764801961,13149606700
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.48031523463857068,0.48031523463857068,442540200
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.94064969628738659,0.94064969628738659,225970200
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,212558800
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.70799031670554813,0.70799031670554813,300228400
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.63299583886865352,0.63299583886865352,335798100
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000.csv
new file mode 100644
index 0000000..8afb19c
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,0,0,0,201985000,400000000,13149606700,25682.825585937499,24158700,46911200,57480700,72015700,0,0,214203541450790797,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,64,64,4,64,64,4,1782687300,400000000,335798100,655.85566406249995,1000,1600,2300,10400,0,0,214203541450790797,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,128,64,4,128,64,4,1546808200,400000000,225970200,441.34804687500002,800,1200,1600,4000,0,0,214203541450790797,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,256,64,4,256,64,4,1498632400,400000000,212558800,415.15390624999998,900,1300,1400,2100,0,0,214203541450790797,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,512,64,4,1788193000,400000000,300228400,586.38359375000005,1300,2500,4100,50500,0,0,214203541450790797,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,1024,64,4,1024,64,4,2157270400,400000000,442540200,864.33632812500002,2600,4900,7000,205400,0,0,214203541450790797,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000",100000000,512000,0,14625836447241474887,512,64,4,512,64,4,888539900,400000000,14774250300,28855.957617187501,27212400,43535200,48728300,53148200,0,0,214203541450790797,450001096,0,0,0,0,440,131072,3,2789.5729851671367,48.108899387550352,2789.5729851671367,100000000,0,1,0.001478925767354797,"vector","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv
new file mode 100644
index 0000000..8320381
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0018357401309134994,0.0018357401309134988,17395272600
+"scalar","std::vector_reserved",512,64,4,1,0.00300891942609365,0.0030089194260936496,10612846500
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.80689927025005559,0.80689927025005559,39575200
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,31933200
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.83672961380137978,0.83672961380137978,38164300
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.77882244481353302,0.77882244481353302,41001900
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.95830744992122441,0.95830744992122441,33322500
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000.csv
new file mode 100644
index 0000000..2a1e1c6
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,1024,64,4,1024,64,4,1996131300,400000000,39575200,772.953125,1900,3500,4600,13700,0,0,214632402121488182,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,512,64,4,873198100,400000000,17395272600,339751.41796875,31781600,50700300,55349500,65274500,0,0,214632402121488182,450001096,0,0,0,0,182,131072,1,17317.554189778275,169.08013703577657,17317.554189778275,100000000,0,1,0.0090748163843023307,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,0,0,0,218960700,400000000,10612846500,207282.158203125,18278700,34974100,48740400,53624100,0,0,214632402121488182,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,64,64,4,64,64,4,1853497700,400000000,33322500,650.830078125,800,1900,2900,69800,0,0,214632402121488182,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,128,64,4,128,64,4,1735388800,400000000,31933200,623.6953125,800,2100,2700,3000,0,0,214632402121488182,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,256,64,4,256,64,4,1757098600,400000000,38164300,745.396484375,1100,2300,3100,117600,0,0,214632402121488182,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_10000",100000000,51200,0,6840450477438129731,512,64,4,512,64,4,1947095900,400000000,41001900,800.818359375,1500,2700,3600,5200,0,0,214632402121488182,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv
new file mode 100644
index 0000000..06665fb
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,7.1180086692143515e-05,7.118008669214346e-05,9880572400
+"scalar","std::vector_reserved",512,64,4,1,7.8214440285154371e-05,7.8214440285154303e-05,8991945700
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.38715182208521415,0.38715182208521415,1816600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.76754338098875918,0.76754338098875918,916300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.62068661194951902,0.62068661194951902,1133100
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.93986369103300815,0.93986369103300815,748300
+"scalar","tiered_forced_leaf_64",64,64,4,1,1,1,703300
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000.csv
new file mode 100644
index 0000000..0e47cb4
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,128,64,4,128,64,4,1807362100,400000000,916300,1789.6484375,1600,2800,3600,22500,0,0,214736071622604581,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,256,64,4,256,64,4,1845126200,400000000,1133100,2213.0859375,2000,3600,5300,18600,0,0,214736071622604581,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,512,64,4,1950131900,400000000,748300,1461.5234375,1300,2500,4200,5500,0,0,214736071622604581,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,1024,64,4,1024,64,4,1922575800,400000000,1816600,3548.046875,2900,4600,6800,281200,0,0,214736071622604581,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,1024,64,3,744682800,400000000,9880572400,19297992.96875,23317000,42529700,48554400,925456900,0,925456900,214736071622604581,923450056,1,0,0,0,16,1792,1,1247801.0771313782,10702.659099561075,10702.659099561075,100000000,0,1,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,512,64,4,0,0,0,152164200,400000000,8991945700,17562393.9453125,15529300,29947600,34939300,49820300,0,0,214736071622604581,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_1000000",100000000,512,0,11128217128781606227,64,64,4,64,64,4,1752952100,400000000,703300,1373.6328125,1300,2300,2800,5000,0,0,214736071622604581,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv
new file mode 100644
index 0000000..f5551df
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00024413726511587382,0.00024413726511587395,7513396200
+"scalar","std::vector_reserved",512,64,4,1,0.00017639992157738219,0.00017639992157738208,10398530700
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.45104258876758141,0.45104258876758141,4066800
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.69494222390604277,0.69494222390604277,2639500
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,1834300
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.38008702859510984,0.38008702859510984,4826000
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.46832792912400745,0.46832792912400745,3916700
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000.csv
new file mode 100644
index 0000000..8cb5b07
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_localized-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_512","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,512,64,4,2029337300,400000000,4826000,1885.15625,2000,3300,4400,330600,0,0,214731629993696247,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,1024,64,4,1024,64,4,1812677300,400000000,4066800,1588.59375,2200,3600,4300,234300,0,0,214731629993696247,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,1024,64,3,811930500,400000000,7513396200,2934920.390625,3500,42929600,52365300,1283707800,0,1283707800,214731629993696247,923450056,1,0,0,0,19,14880,1,654037.41491362709,5531.0413455943562,5531.0413455943562,100000000,0,1,0.34008341549911625,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,512,64,4,0,0,0,185431100,400000000,10398530700,4061926.0546875,18451200,32808300,38561500,49460700,0,0,214731629993696247,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,64,64,4,64,64,4,1853330100,400000000,3916700,1529.9609375,1500,2600,3000,3200,0,0,214731629993696247,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,128,64,4,128,64,4,1882638900,400000000,2639500,1031.0546875,900,1500,2000,6800,0,0,214731629993696247,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_localized_edit_ppm_200000",100000000,2560,0,17775500738430705948,256,64,4,256,64,4,1562591300,400000000,1834300,716.5234375,800,1300,1700,88500,0,0,214731629993696247,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv
new file mode 100644
index 0000000..61d9f2b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.84719265232628682,0.84719265232628682,25880300
+"scalar","std::vector_reserved",512,64,4,1,1,1,21925600
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.14272109773442559,0.14272109773442559,153625500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.04054325176272796,0.040543251762727966,540795300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.11718603020403977,0.11718603020403975,187100800
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.11493723838405549,0.11493723838405548,190761500
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.057545392032838677,0.057545392032838691,381014000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0.csv
new file mode 100644
index 0000000..613c5ba
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm0.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,256,64,4,256,64,4,1505526200,400000000,187100800,374.20159999999998,0,0,0,0,0,0,214248794138489932,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,1547613500,400000000,190761500,381.52300000000002,0,0,0,0,0,0,214248794138489932,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,1024,64,4,1024,64,4,1534288600,400000000,153625500,307.25099999999998,0,0,0,0,0,0,214248794138489932,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,512,64,4,729395300,400000000,25880300,51.760599999999997,0,0,0,0,0,0,214248794138489932,450001096,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,512,64,4,0,0,0,151293400,400000000,21925600,43.851199999999999,0,0,0,0,0,0,214248794138489932,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,64,64,4,64,64,4,1879181200,400000000,381014000,762.02800000000002,0,0,0,0,0,0,214248794138489932,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_0",100000000,500000,0,10826743060971782239,128,64,4,128,64,4,1963219300,400000000,540795300,1081.5906,0,0,0,0,0,0,214248794138489932,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv
new file mode 100644
index 0000000..47b9c37
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.1163801900346894,0.11638019003468943,15893140400
+"scalar","std::vector_reserved",512,64,4,1,0.20822425645519985,0.20822425645519987,8882955000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.55396365573837014,0.55396365573837014,3338931500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.75767277931821819,0.75767277931821819,2441221000
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.83726418702821903,0.83726418702821903,2209155400
+"scalar","tiered_forced_leaf_512",512,64,4,1,1,1,1849646700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.75139102952108972,0.75139102952108972,2461630000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100.csv
new file mode 100644
index 0000000..9bd82b3
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm100.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,1024,64,4,1024,64,4,1928665100,400000000,3338931500,652.13505859375005,2700,5400,6100,17300,0,0,206589893372135723,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,512,64,4,816199400,400000000,15893140400,3104.1289843750001,29873600,62388300,79346400,96679000,0,0,206589893372135723,450001096,0,0,0,0,507,131072,8,288.35333039403048,39.602776387876169,288.35333039403048,100000000,0,0,0.00017157797617187506,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,0,0,0,175469500,400000000,8882955000,1734.9521484375,16811300,34052700,43748600,61246700,0,0,206589893372135723,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,64,64,4,64,64,4,1795892100,400000000,2461630000,480.787109375,1000,1800,2300,3500,0,0,206589893372135723,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,128,64,4,128,64,4,1552916300,400000000,2441221000,476.80097656250001,1100,2000,2600,5400,0,0,206589893372135723,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,256,64,4,256,64,4,1640892600,400000000,2209155400,431.47566406250002,1200,2000,2900,36500,0,0,206589893372135723,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_100",100000000,5120000,0,17019024306443894392,512,64,4,512,64,4,1582121800,400000000,1849646700,361.25912109375003,1300,2600,3300,4100,0,0,206589893372135723,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv
new file mode 100644
index 0000000..4bb080e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.02853409836127202,0.02853409836127202,14204657700
+"scalar","std::vector_reserved",512,64,4,1,0.030217997663105903,0.030217997663105907,13413102500
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.85665435740318507,0.85665435740318507,473139600
+"scalar","tiered_forced_leaf_128",128,64,4,1,1,1,405317100
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.74590638340473403,0.74590638340473403,543388700
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.7553529397513572,0.7553529397513572,536593000
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.84743136471882063,0.84743136471882063,478289000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000.csv
new file mode 100644
index 0000000..506524e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,128,64,4,128,64,4,1890655900,400000000,405317100,791.63496093749995,1400,2200,2700,22100,0,0,214206263358794279,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,256,64,4,256,64,4,1807771100,400000000,543388700,1061.3060546874999,2200,3700,4400,5800,0,0,214206263358794279,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,512,64,4,2045769600,400000000,536593000,1048.033203125,2600,4200,5400,188000,0,0,214206263358794279,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,1024,64,4,1024,64,4,2085532000,400000000,473139600,924.10078124999995,2800,5200,6900,10700,0,0,214206263358794279,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,512,64,4,846951500,400000000,14204657700,27743.472070312499,25605700,60879800,79969500,92689300,0,0,214206263358794279,450001096,0,0,0,0,437,131072,7,613.78290623847283,50.493802009595498,613.78290623847283,100000000,0,0,0.00027708055106525958,"vector","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,512,64,4,0,0,0,214229800,400000000,13413102500,26197.4658203125,24770000,54454500,77601100,94830500,0,0,214206263358794279,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000",100000000,512000,0,14931035021775294762,64,64,4,64,64,4,1918149500,400000000,478289000,934.158203125,1600,2600,4000,173400,0,0,214206263358794279,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv
new file mode 100644
index 0000000..a1a7cc3
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0015438086606500677,0.0015438086606500683,11019759400
+"scalar","std::vector_reserved",512,64,4,1,0.0018703693245006457,0.0018703693245006453,9095743700
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,17012400
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.32794166122102003,0.32794166122102003,51876300
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.45305268091588419,0.45305268091588419,37550600
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.49970039829403262,0.49970039829403262,34045200
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.31028162155359673,0.31028162155359673,54828900
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000.csv
new file mode 100644
index 0000000..dd27783
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm10000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,0,0,0,163186000,400000000,9095743700,177651.244140625,15880900,39632100,48465200,55118700,0,0,214633235083721882,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,64,64,4,64,64,4,1962151500,400000000,54828900,1070.876953125,1500,2700,3100,92400,0,0,214633235083721882,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,128,64,4,128,64,4,2033610400,400000000,51876300,1013.208984375,1500,2700,4300,138500,0,0,214633235083721882,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,256,64,4,256,64,4,1669292900,400000000,37550600,733.41015625,1300,2300,3000,109500,0,0,214633235083721882,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,512,64,4,1744714900,400000000,34045200,664.9453125,1400,2900,4300,103300,0,0,214633235083721882,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,1024,64,4,1024,64,4,1694387700,400000000,17012400,332.2734375,1300,2000,2200,107600,0,0,214633235083721882,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_10000",100000000,51200,0,7455309673602586016,512,64,4,512,64,4,715201400,400000000,11019759400,215229.67578125,19996100,47968400,63084700,71686900,0,0,214633235083721882,450001096,0,0,0,0,185,131072,1,10930.004355888772,884.44430276722062,10930.004355888772,100000000,0,0,0.0087678954004389471,"vector","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv
new file mode 100644
index 0000000..b8d48d4
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00010732667327998361,0.00010732667327998361,4908379100
+"scalar","std::vector_reserved",512,64,4,1,7.2784901769673392e-05,7.2784901769673419e-05,7237764800
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,0.70806451612903221,0.70806451612903221,744000
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.51345029239766082,0.51345029239766082,1026000
+"scalar","tiered_forced_leaf_256",256,64,4,1,1,1,526800
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.41477049051255804,0.41477049051255804,1270100
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.37020379479971888,0.37020379479971888,1423000
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000.csv
new file mode 100644
index 0000000..d20fc4b
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm1000000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
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+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,1024,64,4,1024,64,4,1719655100,400000000,744000,1453.125,1400,2200,2400,2900,0,0,214736098015750056,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,1024,64,3,711517800,400000000,4908379100,9586677.9296875,3080100,25749200,29505300,817637600,0,817637600,214736098015750056,923450056,1,0,0,0,16,1792,1,1670987.5188563052,60988.836252971581,60988.836252971581,100000000,0,0.125,0.65000000000000002,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,512,64,4,0,0,0,117436000,400000000,7237764800,14136259.375,14300600,26472800,29302200,35216200,0,0,214736098015750056,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,64,64,4,64,64,4,1654546400,400000000,1423000,2779.296875,2300,3300,3900,173900,0,0,214736098015750056,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,128,64,4,128,64,4,1527064200,400000000,1026000,2003.90625,2000,2900,3300,3700,0,0,214736098015750056,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_1000000",100000000,512,0,3226342586511680264,256,64,4,256,64,4,1460186100,400000000,526800,1028.90625,1000,1400,1600,2100,0,0,214736098015750056,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv
new file mode 100644
index 0000000..0d5bbb0
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.00071716709899068967,0.00071716709899068989,2968067000
+"scalar","std::vector_reserved",512,64,4,1,0.00017085342917264114,0.00017085342917264111,12458632000
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,2128600
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.46586855179356984,0.46586855179356984,4569100
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.53899523954218576,0.53899523954218576,3949200
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.62031181698965465,0.62031181698965465,3431500
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.49711576636539856,0.49711576636539856,4281900
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000.csv
new file mode 100644
index 0000000..2e8897e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm200000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,1024,64,3,758509800,400000000,2968067000,1159401.171875,2800,25420300,38899300,839953200,0,839953200,214737529103472481,923450056,1,0,0,0,20,15328,1,576157.64225786377,30940.45706089335,30940.45706089335,100000000,0,0.16666666666666666,0.31411724273666169,"tiered","ok"
+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,0,0,0,119914500,400000000,12458632000,4866653.125,22247700,52271100,68723100,103899200,0,0,214737529103472481,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
+"scalar","large","uint32","tiered_forced_leaf_64","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,64,64,4,64,64,4,2020588200,400000000,4281900,1672.6171875,2300,3300,3800,5800,0,0,214737529103472481,1061983128,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,128,64,4,128,64,4,1741011800,400000000,4569100,1784.8046875,2300,3400,4400,174200,0,0,214737529103472481,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,256,64,4,256,64,4,1607612500,400000000,3949200,1542.65625,2000,3000,3900,7400,0,0,214737529103472481,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,512,64,4,512,64,4,1580277000,400000000,3431500,1340.4296875,2100,3200,3700,254400,0,0,214737529103472481,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_200000",100000000,2560,0,15879339623291503769,1024,64,4,1024,64,4,1563943400,400000000,2128600,831.484375,1500,2400,2700,117000,0,0,214737529103472481,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv
new file mode 100644
index 0000000..5804709
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
+"scalar","adaptive_shape_deferred",512,64,4,1,0.0019601499304094565,0.0019601499304094556,4356554500
+"scalar","std::vector_reserved",512,64,4,1,0.00058980498717465125,0.00058980498717465103,14478514400
+"scalar","tiered_forced_leaf_1024",1024,64,4,1,1,1,8539500
+"scalar","tiered_forced_leaf_128",128,64,4,1,0.49018426037540896,0.49018426037540896,17421000
+"scalar","tiered_forced_leaf_256",256,64,4,1,0.47823992921186598,0.47823992921186598,17856100
+"scalar","tiered_forced_leaf_512",512,64,4,1,0.71515907777600973,0.71515907777600973,11940700
+"scalar","tiered_forced_leaf_64",64,64,4,1,0.65697052691505808,0.65697052691505808,12998300
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000.csv
new file mode 100644
index 0000000..e36587e
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm50000.csv
@@ -0,0 +1,8 @@
+profile,suite,type,structure,workload,n,operations,repeat,seed,leaf,fanout,levels,final_leaf,final_fanout,final_levels,construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,last_tiered_cost,last_current_cost,last_conversion_cost,last_expected_saving,last_local_edit_fraction,last_edit_fraction,final_mode,status
+"scalar","large","uint32","tiered_forced_leaf_128","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,128,64,4,128,64,4,1976628700,400000000,17421000,1701.26953125,2200,4100,5600,100400,0,0,214754899738784712,987085840,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_256","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,256,64,4,256,64,4,1941043200,400000000,17856100,1743.759765625,2600,4000,5000,169000,0,0,214754899738784712,950220168,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_512","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,512,64,4,1759658900,400000000,11940700,1166.083984375,1900,3800,4600,59100,0,0,214754899738784712,932878656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
+"scalar","large","uint32","tiered_forced_leaf_1024","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,1024,64,4,1024,64,4,1746376000,400000000,8539500,833.935546875,2100,3400,4100,50400,0,0,214754899738784712,923450056,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"tiered","ok"
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+"scalar","large","uint32","std::vector_reserved","steady_uniform_edit_ppm_50000",100000000,10240,0,9096365031556597324,512,64,4,0,0,0,167537600,400000000,14478514400,1413917.421875,25630300,60338000,83884900,96541600,0,0,214754899738784712,450000000,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"vector","ok"
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diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv
new file mode 100644
index 0000000..6786d99
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000-summary.csv
@@ -0,0 +1,8 @@
+profile,structure,leaf,fanout,levels,cells,geomean_vs_best_fixed,worst_cell_score,total_median_ns
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+"scalar","tiered_forced_leaf_64",64,64,4,1,0.42551358058734318,0.42551358058734318,2901200
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000.csv b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000.csv
new file mode 100644
index 0000000..83c0765
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/partials/scalar-n100000000-steady_uniform-ppm500000.csv
@@ -0,0 +1,8 @@
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+"scalar","large","uint32","adaptive_shape_deferred","steady_uniform_edit_ppm_500000",100000000,1024,0,1596660965957946150,512,64,4,1024,64,3,842718900,400000000,8389637500,8193005.37109375,3952500,54714100,64227600,948359400,0,948359400,214736463732665336,923450056,1,0,0,0,17,3968,1,829449.41634973558,42797.098865408727,42797.098865408727,100000000,0,0,0.43144756689823993,"tiered","ok"
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/results-manifest.sha256 b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/results-manifest.sha256
new file mode 100644
index 0000000..aa0c769
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/results-manifest.sha256
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+c6a4ab2e6a2d66ae280e8542834d8d978ed10ca83ff0ac60786cacaa49c230b6  README.md
+2776eb32516f4b0f55f964742f8d17892cbfc2cd6633d74ffd65eabee1d20e53  source-manifest.sha256
diff --git a/results/benchmarks/20260811-large-n100m-512edit-12c-v2/source-manifest.sha256 b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/source-manifest.sha256
new file mode 100644
index 0000000..68c00f5
--- /dev/null
+++ b/results/benchmarks/20260811-large-n100m-512edit-12c-v2/source-manifest.sha256
@@ -0,0 +1,25 @@
+2f6edbad801deaed402780885b68fe8639436002302e9eaa23aad5d4fa45097d  .gitignore
+3424d089b7dbcb7b5e48c48e04dbf0982b1e6052f633be88fe78788ac5fc7698  benchmark.bat
+723d5237b0f67b523eefe51c6cf2157a6962618dd3ad5afe4cd174a485ccb2e0  build.bat
+78a71de2fa43b93907634b98eee846c2b4834d696166882089f3a7a6b441c10f  CMakeLists.txt
+ce26915819d74bdbef8ec817557df0496a48bcae7e9ea497c06b74ccba9c1354  CMakePresets.json
+b3c2379fc4ed8d6b65244d3d78ac6f48aac63b669fca7c79e358872d1e9e1b63  docs/architecture.md
+eb8eb3e9ab677ff9c8b9170f0d47f9ff8a2c662f0bbab31d3d013fcfc9e6758e  docs/benchmarking.md
+5ad13ccc049aef6a401c8981602a11b7b87484ea364819fadcc81e3e0160eafe  docs/findings.md
+094f0246ed7cc8f72aa75b2feaef628b602c4fa58767af3af4151c0d1e929916  include/universal_container/adaptation_policy.hpp
+060e7bcfc09b15eb2c20e076ce423ea3360b91915fbdb92a8d21303b1067b42f  include/universal_container/adaptive_sequence.hpp
+f71b5976fe9d963b2ac5a4b8f63e5e6af59e7ccbfac3f0b250adcfd0705dfff9  include/universal_container/flat_hash_index.hpp
+0901ff04cf6565039a57431b9b398462fbcdfdb423e043638ceb9d22b9210eb4  include/universal_container/hierarchical_size_index.hpp
+8ccf3b5af170b3727ad88cd51b17fab85b6eabe183b7212aac998f0ae3c191d4  include/universal_container/ring_block.hpp
+ef6086bc3c5a348793bf70008092abd680611478d577ed05187be2d3391d2390  include/universal_container/tiered_storage.hpp
+ec4c42d836dbe08c0c065b5ad888b0c997df25ced63ce1322ba75c3d775825d8  large_benchmark.bat
+3c7e3354c1129d33a182fbaffde83311f7e44e1c7b517d5f0265ae77cf9dd3ac  README.md
+974e8cdc009fd7fbc454c7c2600f78a5d1b702aa1a534687cdbb221fc627880a  src/benchmark.cpp
+181c1a98bb7a591913a80e7d83aa713a375557a3abd5a4ec58aa3d168eabcc69  src/demo.cpp
+b5119cae37e39daa783d2019f3d2d4c89a94dd9fd96f9cf3241335b83c70836d  tests/adaptive_sequence_tests.cpp
+afb59af6085f224429f3e000cd0d9c9f9bc712acbc1ccece5cd5131b0fc382d2  tools/analyze_results.ps1
+dc5b6aab283ae3af18c5932bef6236771547cdaa68cb38a3fc4d2072d5679957  tools/audit_build_flags.ps1
+0bf70a6c810f20cf62e2114631fe2af4435234831c688da6506521ee392bb06a  tools/run_large_parallel.ps1
+3de0609a44a2607f0d317ea854b1c61545a5d95f0037311e074547b0a7f8da0a  tools/test_avx2.ps1
+b4c11d6da5a3fb040553aa10e13ddf853567e0b6934153015eaa94e7979e02df  tools/validate_adaptation.ps1
+efb57711a881435c9745eca1c02bac794784891bcc25472f995aae6e46b67215  tools/write_benchmark_environment.ps1
diff --git a/results/benchmarks/README.md b/results/benchmarks/README.md
index e9e2dcb..392ea0b 100644
--- a/results/benchmarks/README.md
+++ b/results/benchmarks/README.md
@@ -26,6 +26,8 @@ environment metadata намеренно не игнорируются Git. Но
 | `20260811-hysteresis-smoke-v14` | baseline smoke | завершённый hysteresis; validator pass для 58 compare и 14 adapt ячеек |
 | `20260811-policy-quick-v15-hysteresis` | baseline quick | adapt-only настройка policy; manifests сохранены |
 | [`20260811-213422-quick`](20260811-213422-quick/README.md) | итоговый engineering quick | tune/adapt/compare/index для scalar, baseline и AVX2; manifests сохранены |
+| [`20260811-large-full-12c-v1`](20260811-large-full-12c-v1/README.md) | multi-core large sweep | 100K…100M, короткий horizon и periodic steady schedule |
+| [`20260811-large-n100m-512edit-12c-v2`](20260811-large-n100m-512edit-12c-v2/README.md) | seed-jittered large holdout | N=100M, 512 правок, vector + пять fixed tiered + adaptive |
 
 В анализаторе «fixed baseline» означает reserved `std::vector`, внешние
 `std::deque`/`std::list` и forced-tiered кандидаты. `deque` и `list` никогда не
@@ -33,7 +35,8 @@ environment metadata намеренно не игнорируются Git. Но
 линейным проходом O(N).
 
 Серии v14 и v15 закрывают промежуточную проверку hysteresis и выбор policy.
-Основная точка текущего handoff — `20260811-213422-quick`: профили запускались
+Основная large-scale точка текущего handoff — `20260811-large-n100m-512edit-12c-v2`;
+предыдущий общий engineering checkpoint — `20260811-213422-quick`. В нём профили запускались
 последовательно в фиксированном порядке `scalar -> baseline -> avx2`, после чего
 результаты были объединены. Исправленный validator для явно двухфазной трассы
 проходит на 282 compare и 48 adapt ячейках.
diff --git a/src/benchmark.cpp b/src/benchmark.cpp
index 4432b0d..6dfe1a2 100644
--- a/src/benchmark.cpp
+++ b/src/benchmark.cpp
@@ -85,6 +85,30 @@ std::uint64_t value_key(const T& value) noexcept {
     }
 }
 
+inline void digest_value(std::uint64_t& digest,
+                         std::uint64_t key,
+                         std::size_t index) noexcept {
+    // FNV-style rolling digest with the logical position folded in.  This is
+    // a correctness guard, not a cryptographic hash.
+    digest ^= key + 0x9e3779b97f4a7c15ULL
+           + static_cast<std::uint64_t>(index) * 0xbf58476d1ce4e5b9ULL;
+    digest *= 1099511628211ULL;
+}
+
+inline std::uint64_t finish_digest(std::uint64_t digest,
+                                   std::size_t size) noexcept {
+    digest_value(digest, static_cast<std::uint64_t>(size), size);
+    return digest;
+}
+
+inline std::size_t initial_reserve_capacity(std::size_t size) {
+    const auto slack = std::max<std::size_t>(1024, size / 8);
+    if (size > std::numeric_limits<std::size_t>::max() - slack) {
+        throw std::length_error("initial reserve capacity overflow");
+    }
+    return size + slack;
+}
+
 template <class T>
 std::string type_name();
 template <> std::string type_name<std::uint32_t>() { return "uint32"; }
@@ -130,6 +154,12 @@ struct Options {
     std::size_t fanout = 64;
     std::size_t levels = 4;
     std::size_t repeats_override = 0;
+    // Targeted large-scale cell.  Separate processes run these cells in
+    // parallel so a single invocation stays memory-bounded and resumable.
+    std::size_t n_override = 0;
+    std::size_t operations_override = 0;
+    std::size_t edit_ppm = 0;
+    std::string large_pattern = "steady_uniform";
 };
 
 struct Result {
@@ -143,6 +173,8 @@ struct Result {
     std::uint64_t seed = 0;
     uc::TieredConfig config{};
     uc::TieredConfig final_config{};
+    double construction_ns = 0.0;
+    std::size_t initial_bytes = 0;
     double total_ns = 0.0;
     double ns_per_operation = 0.0;
     double p50_ns = 0.0;
@@ -195,7 +227,7 @@ void write_results(const std::filesystem::path& path, const std::vector<Result>&
     }
     output << "profile,suite,type,structure,workload,n,operations,repeat,seed,"
               "leaf,fanout,levels,final_leaf,final_fanout,final_levels,"
-              "total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,"
+              "construction_ns,initial_bytes,total_ns,ns_per_op,p50_ns,p95_ns,p99_ns,max_ns,"
               "max_maintenance_ns,max_transition_ns,checksum,allocated_bytes,"
               "switches,shape_rebuilds,leaf_rebuilds,directory_rebuilds,"
               "policy_evaluations,last_forecast_operations,last_evidence_windows,last_vector_cost,"
@@ -215,6 +247,7 @@ void write_results(const std::filesystem::path& path, const std::vector<Result>&
                << result.final_config.leaf_capacity << ','
                << result.final_config.directory_fanout << ','
                << result.final_config.directory_levels << ','
+               << result.construction_ns << ',' << result.initial_bytes << ','
                << result.total_ns << ',' << result.ns_per_operation << ','
                << result.p50_ns << ',' << result.p95_ns << ',' << result.p99_ns << ','
                << result.max_ns << ',' << result.max_maintenance_ns << ','
@@ -317,6 +350,92 @@ std::vector<TraceStep> make_trace(const Workload& workload,
     return trace;
 }
 
+std::string large_workload_name(std::string_view pattern, std::size_t edit_ppm) {
+    return std::string(pattern) + "_edit_ppm_" + std::to_string(edit_ppm);
+}
+
+std::vector<TraceStep> make_large_trace(std::size_t operations,
+                                        std::size_t edit_ppm,
+                                        std::string_view pattern,
+                                        std::uint64_t seed) {
+    if (operations == 0 || edit_ppm > 1'000'000) {
+        throw std::invalid_argument("invalid large trace operation count or edit ppm");
+    }
+
+    const auto scaled = static_cast<std::uint64_t>(operations)
+                      * static_cast<std::uint64_t>(edit_ppm);
+    auto edit_count = static_cast<std::size_t>(
+        (scaled + 500'000ULL) / 1'000'000ULL);
+    if (edit_ppm != 0) {
+        edit_count = std::max<std::size_t>(1, edit_count);
+    }
+    edit_count = std::min(edit_count, operations);
+
+    std::mt19937_64 random(seed);
+    std::vector<TraceStep> trace;
+    trace.reserve(operations + 3);
+    bool next_edit_is_insert = true;
+    auto append_edit = [&](bool localized) {
+        const auto kind = next_edit_is_insert ? TraceKind::insert : TraceKind::erase;
+        next_edit_is_insert = !next_edit_is_insert;
+        trace.push_back({kind, random(), random(), localized});
+    };
+    auto append_read = [&] {
+        trace.push_back({TraceKind::read, random(), random(), false});
+    };
+    auto append_maintenance = [&] {
+        trace.push_back({TraceKind::maintenance, random(), random(), false});
+    };
+
+    if (pattern == "phase") {
+        const auto uniform_edits = edit_count / 2;
+        const auto localized_edits = edit_count - uniform_edits;
+        for (std::size_t i = 0; i < uniform_edits; ++i) append_edit(false);
+        if (uniform_edits != 0) append_maintenance();
+        for (std::size_t i = 0; i < localized_edits; ++i) append_edit(true);
+        if (localized_edits != 0) append_maintenance();
+        for (std::size_t i = edit_count; i < operations; ++i) append_read();
+        append_maintenance();
+        return trace;
+    }
+
+    const bool localized = pattern == "steady_localized"
+                        || pattern == "bursty_localized";
+    if (pattern == "bursty_uniform" || pattern == "bursty_localized") {
+        const auto edit_begin = (operations - edit_count) / 2;
+        const auto edit_end = edit_begin + edit_count;
+        for (std::size_t i = 0; i < operations; ++i) {
+            if (i >= edit_begin && i < edit_end) append_edit(localized);
+            else append_read();
+            if (i + 1 == edit_end && edit_count != 0) append_maintenance();
+        }
+        append_maintenance();
+        return trace;
+    }
+
+    if (pattern != "steady_uniform" && pattern != "steady_localized") {
+        throw std::invalid_argument("unknown large trace pattern");
+    }
+
+    // Sample without replacement: the count is exact, while the seed jitters
+    // edit slots so policy windows cannot alias with a periodic schedule.
+    auto remaining_edits = edit_count;
+    for (std::size_t i = 0; i < operations; ++i) {
+        const auto remaining_slots = operations - i;
+        const bool choose_edit = remaining_edits == remaining_slots
+                              || (remaining_edits != 0
+                                  && random() % remaining_slots < remaining_edits);
+        if (choose_edit) {
+            append_edit(localized);
+            --remaining_edits;
+        } else {
+            append_read();
+        }
+    }
+    append_maintenance();
+    return trace;
+}
+
 std::size_t trace_position(std::uint64_t selector,
                            std::size_t size,
                            bool localized,
@@ -351,8 +470,9 @@ template <class T>
 class VectorAdapter {
 public:
     VectorAdapter(const std::vector<T>& initial, uc::TieredConfig)
-        : values_(initial) {
-        values_.reserve(initial.size() + std::max<std::size_t>(1024, initial.size() / 8));
+    {
+        values_.reserve(initial_reserve_capacity(initial.size()));
+        values_.insert(values_.end(), initial.begin(), initial.end());
     }
     const T& get(std::size_t index) const { return values_[index]; }
     void insert(std::size_t index, T value) {
@@ -367,6 +487,14 @@ public:
         for (const auto& value : values_) sum += value_key(value);
         return sum;
     }
+    std::uint64_t digest() const noexcept {
+        std::uint64_t result = 1469598103934665603ULL;
+        std::size_t index = 0;
+        for (const auto& value : values_) {
+            digest_value(result, value_key(value), index++);
+        }
+        return finish_digest(result, values_.size());
+    }
     std::size_t size() const noexcept { return values_.size(); }
     std::size_t bytes() const noexcept { return values_.capacity() * sizeof(T); }
     std::uint64_t switches() const noexcept { return 0; }
@@ -394,6 +522,14 @@ public:
         for (const auto& value : values_) sum += value_key(value);
         return sum;
     }
+    std::uint64_t digest() const noexcept {
+        std::uint64_t result = 1469598103934665603ULL;
+        std::size_t index = 0;
+        for (const auto& value : values_) {
+            digest_value(result, value_key(value), index++);
+        }
+        return finish_digest(result, values_.size());
+    }
     std::size_t size() const noexcept { return values_.size(); }
     std::size_t bytes() const noexcept {
         return values_.size() * sizeof(T) + (values_.size() / 64 + 2) * sizeof(void*);
@@ -419,6 +555,14 @@ public:
         for (const auto& value : values_) sum += value_key(value);
         return sum;
     }
+    std::uint64_t digest() const noexcept {
+        std::uint64_t result = 1469598103934665603ULL;
+        std::size_t index = 0;
+        for (const auto& value : values_) {
+            digest_value(result, value_key(value), index++);
+        }
+        return finish_digest(result, values_.size());
+    }
     std::size_t size() const noexcept { return values_.size(); }
     std::size_t bytes() const noexcept {
         return values_.size() * (sizeof(T) + 2 * sizeof(void*));
@@ -463,7 +607,7 @@ class AdaptiveAdapter {
 public:
     AdaptiveAdapter(const std::vector<T>& initial, uc::TieredConfig config)
         : values_(config, make_policy(config)) {
-        values_.reserve(initial.size() + std::max<std::size_t>(1024, initial.size() / 8));
+        values_.reserve(initial_reserve_capacity(initial.size()));
         for (const auto& value : initial) values_.push_back(value);
         if constexpr (ForcedTiered) {
             values_.force_tiered_mode();
@@ -484,6 +628,14 @@ public:
         values_.for_each([&](const T& value) { sum += value_key(value); });
         return sum;
     }
+    std::uint64_t digest() const noexcept {
+        std::uint64_t result = 1469598103934665603ULL;
+        std::size_t index = 0;
+        values_.for_each([&](const T& value) {
+            digest_value(result, value_key(value), index++);
+        });
+        return finish_digest(result, values_.size());
+    }
     std::size_t size() const noexcept { return values_.size(); }
     std::size_t bytes() const noexcept { return values_.allocated_bytes(); }
     std::uint64_t switches() const noexcept {
@@ -589,7 +741,9 @@ Result execute_trace(const std::vector<T>& initial,
                      std::string suite,
                      std::size_t repeat,
                      std::uint64_t seed) {
+    const auto construction_started = Clock::now();
     Adapter container(initial, config);
+    const auto construction_finished = Clock::now();
     std::vector<double> edit_latencies;
     edit_latencies.reserve(trace.size() / 2);
     std::uint64_t checksum = 0;
@@ -666,7 +820,7 @@ Result execute_trace(const std::vector<T>& initial,
         }
     }
     const auto finished = Clock::now();
-    checksum ^= container.scan();
+    checksum ^= container.digest();
     benchmark_sink = checksum;
 
     Result result;
@@ -688,6 +842,10 @@ Result execute_trace(const std::vector<T>& initial,
     } else {
         result.final_config = {0, 0, 0};
     }
+    result.construction_ns = static_cast<double>(
+        std::chrono::duration_cast<Nanoseconds>(
+            construction_finished - construction_started).count());
+    result.initial_bytes = initial.capacity() * sizeof(T);
     result.total_ns = static_cast<double>(
         std::chrono::duration_cast<Nanoseconds>(finished - started).count());
     result.ns_per_operation = semantic_operations == 0
@@ -979,6 +1137,72 @@ std::vector<Result> run_comparison(const Options& options) {
     return results;
 }
 
+std::vector<Result> run_large_cell(const Options& options) {
+    if (options.n_override == 0 || options.operations_override == 0) {
+        throw std::invalid_argument(
+            "large suite requires positive --n and --operations");
+    }
+
+    std::vector<Result> results;
+    const uc::TieredConfig initial_config{
+        options.leaf, options.fanout, options.levels};
+    const auto workload_name = large_workload_name(
+        options.large_pattern, options.edit_ppm);
+    Workload workload{workload_name,
+        1.0 - static_cast<double>(options.edit_ppm) / 1'000'000.0};
+    const auto initial = make_initial<std::uint32_t>(
+        options.n_override, options.seed ^ options.n_override);
+    const auto repeats = repeats_for(options);
+    constexpr std::size_t candidate_count = 7;
+    results.reserve(candidate_count * repeats);
+
+    for (std::size_t repeat = 0; repeat < repeats; ++repeat) {
+        const auto seed = options.seed
+                        ^ (static_cast<std::uint64_t>(options.n_override) << 17U)
+                        ^ (static_cast<std::uint64_t>(repeat)
+                           * 0x9e3779b97f4a7c15ULL)
+                        ^ std::hash<std::string>{}(workload_name);
+        const auto trace = make_large_trace(
+            options.operations_override, options.edit_ppm,
+            options.large_pattern, seed);
+
+        std::vector<std::function<void()>> runners;
+        runners.reserve(candidate_count);
+        runners.emplace_back([&] {
+            results.push_back(execute_trace<VectorAdapter<std::uint32_t>>(
+                initial, trace, workload, initial_config, "large", repeat, seed));
+        });
+        for (const auto leaf : std::array<std::size_t, 5>{64, 128, 256, 512, 1024}) {
+            auto fixed_config = initial_config;
+            fixed_config.leaf_capacity = leaf;
+            runners.emplace_back([&, fixed_config] {
+                results.push_back(execute_trace<
+                    AdaptiveAdapter<std::uint32_t, true>>(
+                    initial, trace, workload, fixed_config,
+                    "large", repeat, seed));
+            });
+        }
+        runners.emplace_back([&] {
+            results.push_back(execute_trace<
+                AdaptiveAdapter<std::uint32_t, false>>(
+                initial, trace, workload, initial_config,
+                "large", repeat, seed));
+        });
+
+        // One repeat still rotates candidate order by cell; additional repeats
+        // continue the cycle.  This avoids always measuring adaptive last.
+        const auto base_rotation = (
+            options.n_override / 1'000
+            + options.edit_ppm
+            + std::hash<std::string>{}(options.large_pattern)) % runners.size();
+        const auto rotation = (base_rotation + repeat) % runners.size();
+        for (std::size_t i = 0; i < runners.size(); ++i) {
+            runners[(rotation + i) % runners.size()]();
+        }
+    }
+    return results;
+}
+
 std::vector<Workload> adaptation_workloads(const Options& options) {
     std::size_t phase_edits = 512;
     std::size_t phase_reads = 4'096;
@@ -1351,10 +1575,17 @@ Options parse_options(int argc, char** argv) {
         else if (argument == "--fanout") options.fanout = std::stoull(std::string(require_value()));
         else if (argument == "--levels") options.levels = std::stoull(std::string(require_value()));
         else if (argument == "--repeats") options.repeats_override = std::stoull(std::string(require_value()));
+        else if (argument == "--n") options.n_override = std::stoull(std::string(require_value()));
+        else if (argument == "--operations") options.operations_override = std::stoull(std::string(require_value()));
+        else if (argument == "--edit-ppm") options.edit_ppm = std::stoull(std::string(require_value()));
+        else if (argument == "--pattern") options.large_pattern = require_value();
         else if (argument == "--help") {
-            std::cout << "uc_bench [--suite tune|compare|adapt|index|all] [--scale smoke|quick|full]\n"
+            std::cout << "uc_bench [--suite tune|compare|adapt|index|large|all] [--scale smoke|quick|full]\n"
                          "         [--output results.csv] [--summary summary.csv]\n"
-                         "         [--leaf N] [--fanout N] [--levels N] [--seed N]\n";
+                         "         [--leaf N] [--fanout N] [--levels N] [--seed N]\n"
+                         "         large: --n N --operations N --edit-ppm 0..1000000\n"
+                         "                --pattern steady_uniform|steady_localized|\n"
+                         "                          bursty_uniform|bursty_localized|phase\n";
             std::exit(0);
         } else {
             throw std::invalid_argument("unknown argument: " + std::string(argument));
@@ -1362,12 +1593,34 @@ Options parse_options(int argc, char** argv) {
     }
     if (options.suite != "tune" && options.suite != "compare"
         && options.suite != "adapt"
-        && options.suite != "index" && options.suite != "all") {
-        throw std::invalid_argument("suite must be tune, compare, adapt, index, or all");
+        && options.suite != "index" && options.suite != "large"
+        && options.suite != "all") {
+        throw std::invalid_argument(
+            "suite must be tune, compare, adapt, index, large, or all");
     }
     if (options.scale != "smoke" && options.scale != "quick" && options.scale != "full") {
         throw std::invalid_argument("scale must be smoke, quick, or full");
     }
+    if (options.edit_ppm > 1'000'000) {
+        throw std::invalid_argument("edit ppm must be in 0..1000000");
+    }
+    if (options.suite == "large"
+        && (options.n_override == 0 || options.operations_override == 0)) {
+        throw std::invalid_argument(
+            "large suite requires --n and --operations");
+    }
+    if (options.suite == "large") {
+        constexpr std::size_t maximum_large_operations = 8'000'000;
+        if (options.operations_override > maximum_large_operations) {
+            throw std::invalid_argument(
+                "large suite supports at most 8000000 operations per process");
+        }
+        if (options.n_override
+            > static_cast<std::size_t>(std::numeric_limits<std::ptrdiff_t>::max())) {
+            throw std::invalid_argument("large n exceeds PTRDIFF_MAX");
+        }
+        (void)initial_reserve_capacity(options.n_override);
+    }
     return options;
 }
 
@@ -1380,6 +1633,12 @@ void print_environment(const Options& options) {
               << "  steady_clock period: " << Clock::period::num << '/' << Clock::period::den << "\n"
               << "  default tiered config: leaf=" << options.leaf
               << " fanout=" << options.fanout << " levels=" << options.levels << "\n";
+    if (options.suite == "large") {
+        std::cout << "  large cell: n=" << options.n_override
+                  << " operations=" << options.operations_override
+                  << " edit_ppm=" << options.edit_ppm
+                  << " pattern=" << options.large_pattern << "\n";
+    }
 #ifdef _MSC_FULL_VER
     std::cout << "  MSVC full version: " << _MSC_FULL_VER << "\n";
 #endif
@@ -1413,6 +1672,11 @@ int main(int argc, char** argv) {
             results.insert(results.end(), std::make_move_iterator(indexed.begin()),
                            std::make_move_iterator(indexed.end()));
         }
+        if (options.suite == "large") {
+            auto large = run_large_cell(options);
+            results.insert(results.end(), std::make_move_iterator(large.begin()),
+                           std::make_move_iterator(large.end()));
+        }
 
         write_results(options.output, results);
         write_summary(options.summary, results);
diff --git a/tools/analyze_large_comparison.ps1 b/tools/analyze_large_comparison.ps1
new file mode 100644
index 0000000..0ee7029
--- /dev/null
+++ b/tools/analyze_large_comparison.ps1
@@ -0,0 +1,159 @@
+param(
+    [Parameter(Mandatory = $true)]
+    [string]$InputDirectory
+)
+
+$ErrorActionPreference = 'Stop'
+$invariant = [Globalization.CultureInfo]::InvariantCulture
+[Threading.Thread]::CurrentThread.CurrentCulture = $invariant
+[Threading.Thread]::CurrentThread.CurrentUICulture = $invariant
+
+function ConvertTo-Number($Value) {
+    if ($Value -is [double] -or $Value -is [float] -or $Value -is [decimal]) {
+        return [double]$Value
+    }
+    $text = ([string]$Value).Trim()
+    if ($text.Contains(',') -and -not $text.Contains('.')) {
+        $text = $text.Replace(',', '.')
+    }
+    return [double]::Parse($text, [Globalization.NumberStyles]::Float, $invariant)
+}
+
+$directory = if ([IO.Path]::IsPathRooted($InputDirectory)) {
+    [IO.Path]::GetFullPath($InputDirectory)
+} else {
+    [IO.Path]::GetFullPath((Join-Path (Resolve-Path '.').Path $InputDirectory))
+}
+$input = Join-Path $directory 'cell-medians-large.csv'
+if (-not (Test-Path -LiteralPath $input -PathType Leaf)) {
+    throw "Missing cell medians: $input"
+}
+
+function Get-GeometricMean($Values) {
+    $positive = @($Values | Where-Object { (ConvertTo-Number $_) -gt 0 })
+    if ($positive.Count -eq 0) { return [double]::NaN }
+    $meanLog = ($positive | ForEach-Object {
+        [math]::Log((ConvertTo-Number $_))
+    } | Measure-Object -Average).Average
+    return [math]::Exp($meanLog)
+}
+
+$medians = @(Import-Csv -LiteralPath $input)
+$comparisons = @($medians | Group-Object profile,type,workload,n | ForEach-Object {
+    $rows = @($_.Group)
+    $fixed = @($rows | Where-Object {
+        $_.structure -like 'tiered_forced_leaf_*'
+    } | Sort-Object { ConvertTo-Number $_.median_ns_per_op })
+    $adaptive = @($rows | Where-Object {
+        $_.structure -like 'adaptive_shape_deferred*'
+    })[0]
+    $vector = @($rows | Where-Object {
+        $_.structure -eq 'std::vector_reserved'
+    })[0]
+    if ($fixed.Count -ne 5 -or $null -eq $adaptive -or $null -eq $vector) {
+        throw "Incomplete seven-candidate cell: $($_.Name)"
+    }
+
+    $best = $fixed[0]
+    $ppmMatch = [regex]::Match($adaptive.workload, '_edit_ppm_(\d+)$')
+    if (-not $ppmMatch.Success) { throw "Invalid large workload: $($adaptive.workload)" }
+    $editPpm = [int]$ppmMatch.Groups[1].Value
+    $pattern = $adaptive.workload.Substring(
+        0, $adaptive.workload.Length - $ppmMatch.Value.Length)
+    $bestLeaf = [regex]::Match($best.structure, 'leaf_(\d+)').Groups[1].Value
+    $fixedNs = ConvertTo-Number $best.median_ns_per_op
+    $adaptiveNs = ConvertTo-Number $adaptive.median_ns_per_op
+    $vectorNs = ConvertTo-Number $vector.median_ns_per_op
+
+    [pscustomobject]@{
+        profile = $adaptive.profile
+        type = $adaptive.type
+        n = [long]$adaptive.n
+        pattern = $pattern
+        edit_ppm = $editPpm
+        workload = $adaptive.workload
+        best_fixed_leaf = [int]$bestLeaf
+        best_fixed_ns_per_op = $fixedNs
+        adaptive_ns_per_op = $adaptiveNs
+        vector_ns_per_op = $vectorNs
+        adaptive_over_best_fixed = $adaptiveNs / $fixedNs
+        vector_over_best_fixed = $vectorNs / $fixedNs
+        adaptive_over_vector = $adaptiveNs / $vectorNs
+        adaptive_switches = ConvertTo-Number $adaptive.median_switches
+        adaptive_leaf_rebuilds = ConvertTo-Number $adaptive.median_leaf_rebuilds
+        adaptive_final_mode = $adaptive.final_mode
+        adaptive_final_leaf = [int]$adaptive.final_leaf
+        adaptive_transition_ns = ConvertTo-Number $adaptive.median_max_transition_ns
+        adaptive_construction_ns = ConvertTo-Number $adaptive.median_construction_ns
+        vector_construction_ns = ConvertTo-Number $vector.median_construction_ns
+        best_fixed_construction_ns = ConvertTo-Number $best.median_construction_ns
+    }
+})
+
+$comparisons | Sort-Object n,pattern,edit_ppm,profile |
+    Export-Csv -LiteralPath (Join-Path $directory 'comparison-large.csv') `
+        -NoTypeInformation -Encoding utf8
+
+$bySize = @($comparisons | Group-Object n | ForEach-Object {
+    $cells = @($_.Group)
+    [pscustomobject]@{
+        n = [long]$cells[0].n
+        cells = $cells.Count
+        gm_adaptive_over_best_fixed = Get-GeometricMean $cells.adaptive_over_best_fixed
+        gm_vector_over_best_fixed = Get-GeometricMean $cells.vector_over_best_fixed
+        gm_adaptive_over_vector = Get-GeometricMean $cells.adaptive_over_vector
+        adaptive_beats_best_fixed = @($cells | Where-Object {
+            $_.adaptive_over_best_fixed -lt 1
+        }).Count
+        adaptive_beats_vector = @($cells | Where-Object {
+            $_.adaptive_over_vector -lt 1
+        }).Count
+        adaptive_final_vector = @($cells | Where-Object {
+            $_.adaptive_final_mode -eq 'vector'
+        }).Count
+        adaptive_final_tiered = @($cells | Where-Object {
+            $_.adaptive_final_mode -eq 'tiered'
+        }).Count
+    }
+})
+$bySize | Sort-Object n | Export-Csv `
+    -LiteralPath (Join-Path $directory 'comparison-by-size.csv') `
+    -NoTypeInformation -Encoding utf8
+
+$byWorkload = @($comparisons | Group-Object n,pattern,edit_ppm | ForEach-Object {
+    $cells = @($_.Group)
+    [pscustomobject]@{
+        n = [long]$cells[0].n
+        pattern = $cells[0].pattern
+        edit_ppm = [int]$cells[0].edit_ppm
+        profiles = $cells.Count
+        best_fixed_leaf_mode = ($cells | Group-Object best_fixed_leaf |
+            Sort-Object Count -Descending | Select-Object -First 1).Name
+        gm_adaptive_over_best_fixed = Get-GeometricMean $cells.adaptive_over_best_fixed
+        gm_vector_over_best_fixed = Get-GeometricMean $cells.vector_over_best_fixed
+        gm_adaptive_over_vector = Get-GeometricMean $cells.adaptive_over_vector
+        mean_switches = ($cells.adaptive_switches | Measure-Object -Average).Average
+        mean_leaf_rebuilds = ($cells.adaptive_leaf_rebuilds | Measure-Object -Average).Average
+        final_modes = (($cells.adaptive_final_mode | Group-Object | ForEach-Object {
+            "$($_.Name):$($_.Count)"
+        }) -join ';')
+    }
+})
+$byWorkload | Sort-Object n,pattern,edit_ppm | Export-Csv `
+    -LiteralPath (Join-Path $directory 'comparison-by-workload.csv') `
+    -NoTypeInformation -Encoding utf8
+
+$winners = @($comparisons | Group-Object best_fixed_leaf | ForEach-Object {
+    [pscustomobject]@{
+        leaf = [int]$_.Name
+        wins = $_.Count
+        percent = 100.0 * $_.Count / $comparisons.Count
+    }
+})
+$winners | Sort-Object wins -Descending | Export-Csv `
+    -LiteralPath (Join-Path $directory 'fixed-leaf-winners.csv') `
+    -NoTypeInformation -Encoding utf8
+
+Write-Host "Large comparison analysis: $directory"
+$bySize | Sort-Object n | Format-Table -AutoSize
+$winners | Sort-Object wins -Descending | Format-Table -AutoSize
diff --git a/tools/analyze_results.ps1 b/tools/analyze_results.ps1
index d9a9c72..3a03ebd 100644
--- a/tools/analyze_results.ps1
+++ b/tools/analyze_results.ps1
@@ -53,14 +53,14 @@ function Get-Mode($Values) {
 # Every implementation must produce the same observable result for an
 # identical trace.  A mismatch invalidates the performance run.
 $mismatches = @($rows |
-    Group-Object profile,type,workload,n,repeat,seed |
+    Group-Object profile,type,workload,n,operations,repeat,seed |
     Where-Object { @($_.Group.checksum | Select-Object -Unique).Count -ne 1 })
 if ($mismatches.Count -ne 0) {
     throw "Checksum mismatch in $($mismatches.Count) benchmark cell(s)"
 }
 
 $medians = @($rows |
-    Group-Object profile,type,structure,workload,n,leaf,fanout,levels |
+    Group-Object profile,type,structure,workload,n,operations,leaf,fanout,levels |
     ForEach-Object {
         $group = $_.Group
         $candidate = $group[0].structure
@@ -73,6 +73,7 @@ $medians = @($rows |
             structure = $candidate
             workload = $group[0].workload
             n = [uint64]$group[0].n
+            operations = [uint64]$group[0].operations
             leaf = [uint64]$group[0].leaf
             fanout = [uint64]$group[0].fanout
             levels = [uint64]$group[0].levels
@@ -80,6 +81,8 @@ $medians = @($rows |
             final_fanout = Get-Mode @($group.final_fanout)
             final_levels = Get-Mode @($group.final_levels)
             final_mode = Get-Mode @($group.final_mode)
+            median_construction_ns = Get-Median @($group.construction_ns | ForEach-Object { [double]$_ })
+            median_initial_bytes = Get-Median @($group.initial_bytes | ForEach-Object { [double]$_ })
             median_ns = Get-Median @($group.total_ns | ForEach-Object { [double]$_ })
             median_ns_per_op = Get-Median @($group.ns_per_op | ForEach-Object { [double]$_ })
             median_bytes = Get-Median @($group.allocated_bytes | ForEach-Object { [double]$_ })
@@ -103,24 +106,24 @@ $medians = @($rows |
         }
     })
 
-$medians | Sort-Object profile,type,workload,n,structure |
+$medians | Sort-Object profile,type,workload,n,operations,structure |
     Export-Csv -LiteralPath $CellMedianFile -NoTypeInformation -Encoding utf8
 
 $fixedNames = @('std::vector_reserved', 'std::deque',
                 'std::list_index_semantics')
 $bestFixed = @{}
-$medians | Group-Object profile,type,workload,n | ForEach-Object {
+$medians | Group-Object profile,type,workload,n,operations | ForEach-Object {
     $eligible = @($_.Group | Where-Object {
         $fixedNames -contains $_.structure -or $_.structure -like 'tiered_forced_leaf_*'
     })
     if ($eligible.Count -gt 0) {
-        $key = "$($_.Group[0].profile)|$($_.Group[0].type)|$($_.Group[0].workload)|$($_.Group[0].n)"
+        $key = "$($_.Group[0].profile)|$($_.Group[0].type)|$($_.Group[0].workload)|$($_.Group[0].n)|$($_.Group[0].operations)"
         $bestFixed[$key] = ($eligible.median_ns | Measure-Object -Minimum).Minimum
     }
 }
 
 $cellScores = @($medians | ForEach-Object {
-    $key = "$($_.profile)|$($_.type)|$($_.workload)|$($_.n)"
+    $key = "$($_.profile)|$($_.type)|$($_.workload)|$($_.n)|$($_.operations)"
     if ($bestFixed.ContainsKey($key) -and $_.median_ns -gt 0) {
         [pscustomobject]@{
             profile = $_.profile
@@ -128,6 +131,7 @@ $cellScores = @($medians | ForEach-Object {
             type = $_.type
             workload = $_.workload
             n = $_.n
+            operations = $_.operations
             score = [double]$bestFixed[$key] / [double]$_.median_ns
         }
     }
diff --git a/tools/run_large_parallel.ps1 b/tools/run_large_parallel.ps1
new file mode 100644
index 0000000..d0dde64
--- /dev/null
+++ b/tools/run_large_parallel.ps1
@@ -0,0 +1,414 @@
+param(
+    [ValidateSet('smoke', 'full')]
+    [string]$Scale = 'full',
+
+    [ValidateRange(2, 12)]
+    [int]$Workers = 12,
+
+    [ValidateRange(1, 12)]
+    [int]$MaxHugeWorkers = 3,
+
+    [switch]$OnlyHuge,
+
+    [string]$ResultDirectory = '',
+
+    [string]$Profiles = 'scalar baseline avx2'
+)
+
+$ErrorActionPreference = 'Stop'
+$projectRoot = (Resolve-Path '.').Path
+if (-not $ResultDirectory) {
+    $runId = "$(Get-Date -Format yyyyMMdd-HHmmss)-large-$Scale"
+    $ResultDirectory = Join-Path 'results\benchmarks' $runId
+}
+$result = if ([IO.Path]::IsPathRooted($ResultDirectory)) {
+    [IO.Path]::GetFullPath($ResultDirectory)
+} else {
+    [IO.Path]::GetFullPath((Join-Path $projectRoot $ResultDirectory))
+}
+$runId = Split-Path -Leaf $result
+$partials = Join-Path $result 'partials'
+$logs = Join-Path $result 'logs'
+New-Item -ItemType Directory -Force -Path $partials, $logs | Out-Null
+
+$profileList = @($Profiles -split '[, ]+' | Where-Object { $_ })
+if ($profileList.Count -eq 0) { throw 'At least one profile is required.' }
+foreach ($profile in $profileList) {
+    $binary = Join-Path $projectRoot "out\bin\$profile\Release\uc_bench.exe"
+    if (-not (Test-Path -LiteralPath $binary -PathType Leaf)) {
+        throw "Missing benchmark binary for profile '$profile': $binary"
+    }
+}
+
+function New-Case([string]$Pattern, [int]$EditPpm) {
+    [pscustomobject]@{ pattern = $Pattern; edit_ppm = $EditPpm }
+}
+
+if ($Scale -eq 'smoke') {
+    $sizes = @(100000, 1000000)
+    $cases = @(
+        New-Case 'steady_uniform' 0
+        New-Case 'steady_uniform' 10000
+        New-Case 'steady_uniform' 200000
+        New-Case 'steady_uniform' 1000000
+        New-Case 'steady_localized' 200000
+        New-Case 'bursty_uniform' 10000
+        New-Case 'phase' 200000
+    )
+} else {
+    $sizes = @(100000, 1000000, 10000000, 100000000)
+    $cases = @(
+        New-Case 'steady_uniform' 0
+        New-Case 'steady_uniform' 100
+        New-Case 'steady_uniform' 1000
+        New-Case 'steady_uniform' 10000
+        New-Case 'steady_uniform' 50000
+        New-Case 'steady_uniform' 200000
+        New-Case 'steady_uniform' 500000
+        New-Case 'steady_uniform' 1000000
+        New-Case 'steady_localized' 1000
+        New-Case 'steady_localized' 10000
+        New-Case 'steady_localized' 200000
+        New-Case 'steady_localized' 1000000
+        New-Case 'bursty_uniform' 10000
+        New-Case 'phase' 200000
+    )
+}
+
+if ($OnlyHuge) {
+    if ($Scale -ne 'full') { throw '-OnlyHuge requires -Scale full.' }
+    $sizes = @(100000000)
+}
+
+function Get-TargetEdits([long]$N) {
+    if ($N -le 1000000) { return 1024L }
+    return 512L
+}
+
+function Get-Operations([long]$N, [int]$EditPpm) {
+    if ($EditPpm -eq 0) {
+        if ($N -le 1000000) { return 2000000L }
+        if ($N -le 10000000) { return 1000000L }
+        return 500000L
+    }
+    $operations = [long][math]::Ceiling(
+        (Get-TargetEdits $N) * 1000000.0 / $EditPpm)
+    return [math]::Min(8000000L, [math]::Max(1L, $operations))
+}
+
+function Get-Repeats([long]$N) {
+    if ($N -le 1000000) { return 2 }
+    return 1
+}
+
+$jobs = @()
+foreach ($n in $sizes) {
+    foreach ($case in $cases) {
+        $operations = Get-Operations $n $case.edit_ppm
+        $repeats = Get-Repeats $n
+        foreach ($profile in $profileList) {
+            $name = '{0}-n{1}-{2}-ppm{3}' -f `
+                $profile, $n, $case.pattern, $case.edit_ppm
+            $jobs += [pscustomobject]@{
+                profile = $profile
+                n = [long]$n
+                pattern = $case.pattern
+                edit_ppm = [int]$case.edit_ppm
+                operations = [long]$operations
+                repeats = [int]$repeats
+                name = $name
+                output = Join-Path $partials "$name.csv"
+                summary = Join-Path $partials "$name-summary.csv"
+                stdout = Join-Path $logs "$name.out.log"
+                stderr = Join-Path $logs "$name.err.log"
+            }
+        }
+    }
+}
+
+# Keep profiles of one cell adjacent, but interleave N=100m with smaller sizes.
+# Twelve simultaneous huge adaptive rebuilds could consume almost all 32 GiB;
+# this ordering still occupies all cores without deliberately forcing paging.
+$jobs = @($jobs | Sort-Object pattern, edit_ppm,
+    @{ Expression = 'n'; Descending = $true }, profile)
+
+function Test-Partial($Job) {
+    if (-not (Test-Path -LiteralPath $Job.output -PathType Leaf)) { return $false }
+    try {
+        $rows = @(Import-Csv -LiteralPath $Job.output)
+        if ($rows.Count -ne 7 * $Job.repeats) { return $false }
+        $expectedWorkload = "$($Job.pattern)_edit_ppm_$($Job.edit_ppm)"
+        $invalidRows = @($rows | Where-Object {
+            $_.status -ne 'ok' -or $_.profile -ne $Job.profile -or
+            $_.suite -ne 'large' -or $_.type -ne 'uint32' -or
+            [long]$_.n -ne $Job.n -or
+            [long]$_.operations -ne $Job.operations -or
+            $_.workload -ne $expectedWorkload
+        })
+        if ($invalidRows.Count -ne 0) {
+            return $false
+        }
+        $expectedCandidates = @(
+            'adaptive_shape_deferred', 'std::vector_reserved',
+            'tiered_forced_leaf_64', 'tiered_forced_leaf_128',
+            'tiered_forced_leaf_256', 'tiered_forced_leaf_512',
+            'tiered_forced_leaf_1024'
+        ) | Sort-Object
+        for ($repeat = 0; $repeat -lt $Job.repeats; ++$repeat) {
+            $repeatRows = @($rows | Where-Object { [int]$_.repeat -eq $repeat })
+            if ($repeatRows.Count -ne 7) { return $false }
+            $actualCandidates = @($repeatRows.structure | Sort-Object -Unique)
+            if (($actualCandidates -join '|') -ne
+                ($expectedCandidates -join '|')) { return $false }
+            if (@($repeatRows.seed | Sort-Object -Unique).Count -ne 1 -or
+                @($repeatRows.checksum | Sort-Object -Unique).Count -ne 1) {
+                return $false
+            }
+        }
+        return $true
+    } catch {
+        return $false
+    }
+}
+
+function Get-TextSha256([string]$Text) {
+    $algorithm = [Security.Cryptography.SHA256]::Create()
+    try {
+        return -join ($algorithm.ComputeHash([Text.Encoding]::UTF8.GetBytes($Text)) |
+            ForEach-Object { $_.ToString('x2') })
+    } finally {
+        $algorithm.Dispose()
+    }
+}
+
+$binaryContract = @($profileList | ForEach-Object {
+    $binaryPath = Join-Path $projectRoot "out\bin\$_\Release\uc_bench.exe"
+    [ordered]@{
+        profile = $_
+        sha256 = (Get-FileHash -LiteralPath $binaryPath -Algorithm SHA256).Hash.ToLowerInvariant()
+    }
+})
+$contract = [ordered]@{
+    version = 1
+    scale = $Scale
+    workers = $Workers
+    max_huge_workers = $MaxHugeWorkers
+    only_huge = [bool]$OnlyHuge
+    profiles = $profileList
+    binaries = $binaryContract
+    jobs = @($jobs | Select-Object profile,n,pattern,edit_ppm,operations,repeats,name)
+}
+$planSignature = Get-TextSha256 ($contract | ConvertTo-Json -Depth 8 -Compress)
+$planPath = Join-Path $result 'large-plan.json'
+$isResume = Test-Path -LiteralPath $planPath -PathType Leaf
+if ($isResume) {
+    $existingPlan = Get-Content -Raw -LiteralPath $planPath | ConvertFrom-Json
+    if (-not $existingPlan.plan_signature -or
+        $existingPlan.plan_signature -ne $planSignature) {
+        throw 'ResultDirectory belongs to a different plan or benchmark binary; choose a new directory.'
+    }
+}
+
+if (-not $isResume) {
+    & powershell.exe -NoProfile -ExecutionPolicy Bypass `
+        -File 'tools\write_benchmark_environment.ps1' `
+        -ResultDirectory $result -RunId $runId -Scale "large-$Scale-parallel" `
+        -Profiles ($profileList -join ' ')
+    if ($LASTEXITCODE -ne 0) { throw 'Could not write benchmark environment.' }
+}
+
+$plan = [ordered]@{
+    run_id = $runId
+    generated_at = (Get-Date).ToString('o')
+    plan_signature = $planSignature
+    workers = $Workers
+    max_huge_workers = $MaxHugeWorkers
+    only_huge = [bool]$OnlyHuge
+    logical_processors = [Environment]::ProcessorCount
+    affinity_policy = 'one distinct logical CPU per worker slot'
+    profiles = $profileList
+    binaries = $binaryContract
+    candidates = @('std::vector_reserved', 'tiered_forced_leaf_64',
+        'tiered_forced_leaf_128', 'tiered_forced_leaf_256',
+        'tiered_forced_leaf_512', 'tiered_forced_leaf_1024',
+        'adaptive_shape_deferred')
+    sizes = $sizes
+    cases = $cases
+    operation_cap = 8000000
+    target_edits = [ordered]@{ n_le_1m = 1024; n_10m = 512; n_100m = 512 }
+    notes = @(
+        'Cells run concurrently; candidates inside one cell run sequentially on one trace.',
+        'Construction time is recorded separately and excluded from ns_per_op.',
+        'Parallel memory-bandwidth contention is accepted for exploratory throughput.',
+        'At most MaxHugeWorkers N=100m cells run together to avoid paging.',
+        'Target edits are upper goals; the 8m operation cap can reduce very sparse cells.',
+        'All seven candidates are mandatory; std::vector is never cost-guard skipped.'
+    )
+    jobs = @($jobs | Select-Object profile,n,pattern,edit_ppm,operations,repeats,name)
+}
+if (-not $isResume) {
+    $plan | ConvertTo-Json -Depth 8 |
+        Set-Content -LiteralPath $planPath -Encoding utf8
+}
+
+$completed = 0
+$pending = [Collections.ArrayList]::new()
+foreach ($job in $jobs) {
+    if (Test-Partial $job) {
+        ++$completed
+    } else {
+        [void]$pending.Add($job)
+    }
+}
+$total = $jobs.Count
+$running = @()
+$logical = [Environment]::ProcessorCount
+$cpuSlots = @(for ($slot = 0; $slot -lt $Workers; ++$slot) {
+    [math]::Min($logical - 1,
+        [int][math]::Floor(($slot + 0.5) * $logical / $Workers))
+})
+
+Write-Host ("Progress {0:N1}% ({1}/{2}); workers={3}; result={4}" -f `
+    (100.0 * $completed / $total), $completed, $total, $Workers, $result)
+
+try {
+    while ($pending.Count -ne 0 -or $running.Count -ne 0) {
+        while ($pending.Count -ne 0 -and $running.Count -lt $Workers) {
+            $hugeRunning = @($running | Where-Object {
+                $_.job.n -ge 100000000
+            }).Count
+            $nextIndex = -1
+            for ($index = 0; $index -lt $pending.Count; ++$index) {
+                if ($pending[$index].n -lt 100000000 -or
+                    $hugeRunning -lt $MaxHugeWorkers) {
+                    $nextIndex = $index
+                    break
+                }
+            }
+            if ($nextIndex -lt 0) { break }
+            $job = $pending[$nextIndex]
+            $pending.RemoveAt($nextIndex)
+            $binary = Join-Path $projectRoot `
+                "out\bin\$($job.profile)\Release\uc_bench.exe"
+            $arguments = @(
+                '--suite', 'large', '--scale', 'smoke',
+                '--n', [string]$job.n,
+                '--operations', [string]$job.operations,
+                '--edit-ppm', [string]$job.edit_ppm,
+                '--pattern', $job.pattern,
+                '--leaf', '512', '--fanout', '64', '--levels', '4',
+                '--repeats', [string]$job.repeats,
+                '--output', $job.output,
+                '--summary', $job.summary
+            )
+            # Start-Process enumerates the inherited environment and fails when
+            # VS has supplied both Path and PATH.  ProcessStartInfo inherits the
+            # environment directly and avoids that Windows PowerShell 5.1 bug.
+            $quotedArguments = @($arguments | ForEach-Object {
+                $argumentText = [string]$_
+                if ($argumentText -match '[\s"]') {
+                    '"' + ($argumentText -replace '"', '\"') + '"'
+                } else {
+                    $argumentText
+                }
+            }) -join ' '
+            $startInfo = [Diagnostics.ProcessStartInfo]::new()
+            $startInfo.FileName = $binary
+            $startInfo.Arguments = $quotedArguments
+            $startInfo.UseShellExecute = $false
+            $startInfo.CreateNoWindow = $true
+            $startInfo.RedirectStandardOutput = $true
+            $startInfo.RedirectStandardError = $true
+            $process = [Diagnostics.Process]::new()
+            $process.StartInfo = $startInfo
+            if (-not $process.Start()) {
+                throw "Could not start large job: $($job.name)"
+            }
+            $usedSlots = @($running | ForEach-Object { $_.slot })
+            $slot = 0
+            while ($usedSlots -contains $slot) { ++$slot }
+            try {
+                $cpu = $cpuSlots[$slot]
+                $process.ProcessorAffinity = [IntPtr](1L -shl $cpu)
+            } catch {
+                Add-Content -LiteralPath $job.stderr `
+                    -Value "Affinity warning: $($_.Exception.Message)"
+            }
+            $running += [pscustomobject]@{
+                process = $process
+                job = $job
+                slot = $slot
+            }
+        }
+
+        Start-Sleep -Milliseconds 250
+        $stillRunning = @()
+        foreach ($entry in $running) {
+            if (-not $entry.process.HasExited) {
+                $stillRunning += $entry
+                continue
+            }
+            $entry.process.WaitForExit()
+            $exitCode = $entry.process.ExitCode
+            $stdoutText = $entry.process.StandardOutput.ReadToEnd()
+            $stderrText = $entry.process.StandardError.ReadToEnd()
+            Set-Content -LiteralPath $entry.job.stdout -Value $stdoutText
+            Set-Content -LiteralPath $entry.job.stderr -Value $stderrText
+            $partialValid = Test-Partial $entry.job
+            # Windows PowerShell may expose a null ExitCode for a very short
+            # redirected process even after WaitForExit.  A fully validated
+            # 7*candidate CSV is authoritative in that narrow case.
+            if (($null -ne $exitCode -and $exitCode -ne 0) -or -not $partialValid) {
+                throw "Large job failed: $($entry.job.name); exit=$exitCode; $stderrText"
+            }
+            ++$completed
+            Write-Host ("Progress {0:N1}% ({1}/{2}) completed {3}" -f `
+                (100.0 * $completed / $total), $completed, $total, $entry.job.name)
+        }
+        $running = $stillRunning
+    }
+} catch {
+    foreach ($entry in $running) {
+        if (-not $entry.process.HasExited) { $entry.process.Kill() }
+    }
+    throw
+}
+
+foreach ($job in $jobs) {
+    if (-not (Test-Partial $job)) {
+        throw "Partial became invalid before merge: $($job.name)"
+    }
+}
+$rawRows = @($jobs | ForEach-Object {
+    Import-Csv -LiteralPath $_.output
+})
+$raw = Join-Path $result 'large-raw.csv'
+$rawRows | Export-Csv -LiteralPath $raw -NoTypeInformation -Encoding utf8
+
+& powershell.exe -NoProfile -ExecutionPolicy Bypass `
+    -File 'tools\analyze_results.ps1' -InputDirectory $result `
+    -Pattern 'large-raw.csv' `
+    -OutputFile (Join-Path $result 'aggregate-large.csv') `
+    -CellMedianFile (Join-Path $result 'cell-medians-large.csv')
+if ($LASTEXITCODE -ne 0) { throw 'Large result analysis failed.' }
+
+& powershell.exe -NoProfile -ExecutionPolicy Bypass `
+    -File 'tools\analyze_large_comparison.ps1' -InputDirectory $result
+if ($LASTEXITCODE -ne 0) { throw 'Large comparison analysis failed.' }
+
+@(
+    'powershell.exe -NoProfile -ExecutionPolicy Bypass -File tools\analyze_results.ps1 -InputDirectory <run> -Pattern large-raw.csv -OutputFile <run>\aggregate-large.csv -CellMedianFile <run>\cell-medians-large.csv',
+    'powershell.exe -NoProfile -ExecutionPolicy Bypass -File tools\analyze_large_comparison.ps1 -InputDirectory <run>'
+) | Set-Content -LiteralPath (Join-Path $result 'analysis-command.txt') -Encoding ascii
+
+$manifestPath = Join-Path $result 'results-manifest.sha256'
+$manifestLines = @(Get-ChildItem -LiteralPath $result -Recurse -File |
+    Where-Object { $_.FullName -ne $manifestPath } |
+    Sort-Object FullName | ForEach-Object {
+        $relative = $_.FullName.Substring($result.Length).TrimStart('\') -replace '\\', '/'
+        $hash = (Get-FileHash -LiteralPath $_.FullName -Algorithm SHA256).Hash.ToLowerInvariant()
+        "$hash  $relative"
+    })
+$manifestLines | Set-Content -LiteralPath $manifestPath -Encoding ascii
+
+Write-Host "Progress 100.0% ($total/$total). Large benchmark completed: $result"
diff --git a/tools/write_benchmark_environment.ps1 b/tools/write_benchmark_environment.ps1
index 62daf05..6a8c2c2 100644
--- a/tools/write_benchmark_environment.ps1
+++ b/tools/write_benchmark_environment.ps1
@@ -6,7 +6,11 @@ param(
 )
 
 $ErrorActionPreference = 'Stop'
-$result = [IO.Path]::GetFullPath((Join-Path (Get-Location) $ResultDirectory))
+$result = if ([IO.Path]::IsPathRooted($ResultDirectory)) {
+    [IO.Path]::GetFullPath($ResultDirectory)
+} else {
+    [IO.Path]::GetFullPath((Join-Path (Get-Location) $ResultDirectory))
+}
 New-Item -ItemType Directory -Force -Path $result | Out-Null
 $cpu = (Get-ItemProperty 'HKLM:\HARDWARE\DESCRIPTION\System\CentralProcessor\0').ProcessorNameString
 $windows = Get-ItemProperty 'HKLM:\SOFTWARE\Microsoft\Windows NT\CurrentVersion'
@@ -60,7 +64,8 @@ $metadata.GetEnumerator() | ForEach-Object {
 # the source set; generated executables receive their own manifest.
 $sourceRoots = @(
     '.gitignore', 'CMakeLists.txt', 'CMakePresets.json', 'README.md',
-    'build.bat', 'benchmark.bat', 'include', 'src', 'tests', 'tools', 'docs'
+    'build.bat', 'benchmark.bat', 'large_benchmark.bat',
+    'include', 'src', 'tests', 'tools', 'docs'
 )
 $sourceFiles = @()
 foreach ($entry in $sourceRoots) {