AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

MMLU-Redux

An improved version of the MMLU benchmark featuring manually re-annotated questions to identify and correct errors in the original dataset. Provides more reliable evaluation metrics for language models by addressing dataset quality issues found in the original MMLU.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
2024-06-06
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 48

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Qwen3.7 Max0.95Not recordedNot recorded2026-05-19 · model_announcementLLM Stats
Qwen3.5-397B-A17B0.949Not recordedNot recorded2026-02-16 · model_announcementLLM Stats
Qwen3.7-Plus0.945Not recordedNot recorded2026-05-31 · model_announcementLLM Stats
Qwen3.6 Plus0.945Not recordedNot recorded2026-04-02 · model_announcementLLM Stats
Kimi K2-Thinking-09050.944Not recordedNot recorded2025-09-05 · model_announcementLLM Stats
Qwen3.5-122B-A10B0.94Not recordedNot recorded2026-02-24 · model_announcementLLM Stats
Qwen3-235B-A22B-Thinking-25070.938Not recordedNot recorded2025-07-25 · model_announcementLLM Stats
Qwen3 VL 235B A22B Thinking0.937Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3.6-27B0.935Not recordedNot recorded2026-04-21 · model_announcementLLM Stats
DeepSeek-R1-05280.934Not recordedNot recorded2025-05-28 · model_announcementLLM Stats
Qwen3.6-35B-A3B0.933Not recordedNot recorded2026-04-16 · model_announcementLLM Stats
Qwen3.5-35B-A3B0.933Not recordedNot recorded2026-02-24 · model_announcementLLM Stats
Qwen3.5-27B0.932Not recordedNot recorded2026-02-24 · model_announcementLLM Stats
Qwen3-235B-A22B-Instruct-25070.931Not recordedNot recorded2025-07-22 · model_announcementLLM Stats
MiMo-V2.5-Pro0.928Not recordedNot recorded2026-04-27 · model_announcementLLM Stats
Kimi K2-Instruct-09050.927Not recordedNot recorded2025-09-05 · model_announcementLLM Stats
Kimi K2 Instruct0.927Not recordedNot recorded2025-07-11 · model_announcementLLM Stats
Qwen3-Next-80B-A3B-Thinking0.925Not recordedNot recorded2025-09-10 · model_announcementLLM Stats
Qwen3 VL 235B A22B Instruct0.922Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 32B Thinking0.919Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
DeepSeek-V3.10.918Not recordedNot recorded2025-01-10 · model_announcementLLM Stats
Qwen3.5-9B0.911Not recordedNot recorded2026-03-02 · model_announcementLLM Stats
Qwen3 VL 30B A3B Thinking0.909Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3-Next-80B-A3B-Instruct0.909Not recordedNot recorded2025-09-10 · model_announcementLLM Stats
Qwen3 VL 32B Instruct0.898Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
LongCat-Flash-Thinking0.893Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
DeepSeek-V30.891Not recordedNot recorded2024-12-25 · model_announcementLLM Stats
Qwen3.5-4B0.888Not recordedNot recorded2026-03-02 · model_announcementLLM Stats
Qwen3 VL 8B Thinking0.888Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 30B A3B Instruct0.884Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 235B A22B0.874Not recordedNot recorded2025-04-29 · model_announcementLLM Stats
Qwen2.5 72B Instruct0.868Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen3 VL 4B Thinking0.86Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen3 VL 8B Instruct0.849Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen2.5 32B Instruct0.839Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Ministral 3 (14B Base 2512)0.82Not recordedNot recorded2025-12-04 · model_announcementLLM Stats
Mistral Large 30.82Not recordedNot recorded2025-09-01 · model_announcementLLM Stats
Qwen3 VL 4B Instruct0.815Not recordedNot recorded2025-09-22 · model_announcementLLM Stats
Qwen2.5 14B Instruct0.8Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen3.5-2B0.796Not recordedNot recorded2026-03-02 · model_announcementLLM Stats
Ministral 3 (8B Base 2512)0.793Not recordedNot recorded2025-12-04 · model_announcementLLM Stats
Qwen2.5-Coder 32B Instruct0.775Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen2.5 7B Instruct0.754Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Ministral 3 (3B Base 2512)0.735Not recordedNot recorded2025-12-04 · model_announcementLLM Stats
Qwen2.5-Omni-7B0.71Not recordedNot recorded2025-03-27 · model_announcementLLM Stats
Qwen2.5-Coder 7B Instruct0.666Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen3.5-0.8B0.595Not recordedNot recorded2026-03-02 · model_announcementLLM Stats
ERNIE 4.50.432Not recordedNot recorded2025-06-25 · model_announcementLLM Stats