REAL LOCAL SUITES · CODING V2 + COMPREHENSIVE · SUITES NOT MIXED
HHeavryBenchLocal suites · Real results

RUN REGISTRY

Every run keeps its classification

Real local suite captures, performance probes, and fictional mock fixtures remain separate records.

LOCAL SUITE RUNS

Coding v2 + Comprehensive

REAL · 22 RUNS
Run IDSuiteModelScoreGen tok/sDateStatus
HB-20260912-C9B4A1 LOCAL SUITECoding v2official Qwen3.5-9B Q4_K_MQ4_K_M9/1213.922026-09-12Installed
HB-20260912-N4B001 LOCAL SUITECoding v2Nemotron3 Nano 4B Q5_K_MQ5_K_M8/1223.522026-09-12Installed
HB-20260912-G4F8A2 LOCAL SUITECoding v2gemma4-fable5Q5_K_M8/1210.812026-09-12Installed
HB-20260912-HQ8B01 LOCAL SUITECoding v2huihui Qwen3 abliterated 8BQ4_K_M8/1217.272026-09-12Installed
HB-20260912-Q34B01 LOCAL SUITECoding v2Qwen3-4B-2507 HauhauCS Q6_KQ6_K7/1223.792026-09-12Removed
HB-20260912-MN3B01 LOCAL SUITECoding v2Ministral-3-3B-Instruct-2512 Q5_K_MQ5_K_M6/1230.912026-09-12Removed
HB-20260912-HQ4B01 LOCAL SUITECoding v2HauhauCS Qwen3.5-4BQ4_K_M5/1226.862026-09-12Installed
HB-20260912-QW9B01 LOCAL SUITECoding v2qwythos-9b-nsfwQ4_K_M4/1216.782026-09-12Installed
HB-20260912-RO1201 LOCAL SUITECoding v2rocinante-nsfwQ4_K_M4/1213.212026-09-12Installed
HB-20260911-HQ4BC80 LOCAL SUITEComprehensiveHauhauCS Qwen3.5-4BQ4_K_M49/8026.092026-09-11Installed
HB-20260911-Q3827B LOCAL SUITEComprehensiveQwen3.8-27B UD-IQ2_XXSUD-IQ2_XXS45.5/806.642026-09-11Removed
HB-20260911-QW9B80 LOCAL SUITEComprehensiveqwythos-9b-nsfwQ4_K_M42.5/8016.822026-09-11Installed
HB-20260912-G4F80 LOCAL SUITEComprehensivegemma4-fable5Q5_K_M41.5/806.872026-09-12Installed
HB-20260911-O9B80 LOCAL SUITEComprehensiveofficial Qwen3.5-9B Q4_K_MQ4_K_M41/809.282026-09-11Installed
HB-20260912-HQ8B80 LOCAL SUITEComprehensivehuihui Qwen3 abliterated 8BQ4_K_M40/8019.882026-09-12Installed
HB-20260912-N4B80 LOCAL SUITEComprehensiveNemotron3 Nano 4B Q5_K_MQ5_K_M39.5/8022.282026-09-12Installed
HB-20260912-Q34B80 LOCAL SUITEComprehensiveQwen3-4B-2507 HauhauCS Q6_KQ6_K39/8023.602026-09-12Removed
HB-20260911-HQ9B80 LOCAL SUITEComprehensiveHauhauCS Qwen3.5-9B Q6_KQ6_K38.5/807.892026-09-11Removed
HB-20260912-MN3B80 LOCAL SUITEComprehensiveMinistral-3-3B-Instruct-2512 Q5_K_MQ5_K_M38.5/8030.912026-09-12Removed
HB-20260911-UH9B80 LOCAL SUITEComprehensiveultra-heretic 9B Q6_KQ6_K35.5/807.862026-09-11Removed
HB-20260912-G4E80 LOCAL SUITEComprehensiveHauhauCS Gemma-4-E4B IQ4_XSIQ4_XS34.5/8029.952026-09-12Removed
HB-20260912-RO1280 LOCAL SUITEComprehensiverocinante-nsfwQ4_K_M26.5/8010.452026-09-12Installed

REAL PERFORMANCE RUNS

Reliable performance methodology

CAPABILITY NOT TESTED
Run IDModelStatusWarm medianSamplesOutliersCleanupLeaderboard
HB-20260908-1BE78F REAL PERFORMANCE RUNmoondream:latestQ4_0PARTIALNOT COLLECTED0/50verifiedINELIGIBLE
HB-20260908-1A4AF9 REAL PERFORMANCE RUNfredrezones55/Qwen3.5-Uncensored-HauhauCS-Aggressive:4bQ4_K_MPARTIAL18.39 tok/s5/51verifiedINELIGIBLE

REAL CANARY RUNS

Performance probes only

NOT FULL BENCHMARKS
Run IDModelTTFTPromptGenerationCold/WarmCleanup
HB-20260907-C743D6 REAL CANARY RUNmoondream:latestQ4_0NOT COLLECTED133.06 tok/s1000000.00 tok/s · 1-token samplecoldverified

FICTIONAL FIXTURES

Mock pipeline records

MOCK · NOT REAL
Run IDModelSuiteBackendCreatedReproducibility
HB-20260907-DEMO01 MOCKModel A Q6Q6 (simulated)HeavryBench Demo v0mock 0.1.02026-09-07unverified
HB-20260907-DEMO02 MOCKModel A Q4Q4 (simulated)HeavryBench Demo v0mock 0.1.02026-09-07unverified
HB-20260907-DEMO03 MOCKModel B Q8Q8 (simulated)HeavryBench Demo v0mock 0.1.02026-09-07unverified