language benchmark
CMMLU Leaderboard
CMMLU is a Chinese benchmark evaluating large language models across 67 subject topics in natural sciences, social sciences, engineering, and humanities.
Updated Sep 5, 2026
Models6
Model coverage6
MetricScore
EvidenceB
CMMLU Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelXI | Score90.20% | Percentile100.00% | Participants6 | EvidenceC | Evaluated |
| Rank02 | ModelAC | Score90.10% | Percentile80.00% | Participants6 | EvidenceC | Evaluated |
| Rank03 | ModelME | Score84.34% | Percentile60.00% | Participants6 | EvidenceC | Evaluated |
| Rank04 | ModelME | Score82.48% | Percentile40.00% | Participants6 | EvidenceC | Evaluated |
| Rank05 | ModelOP | Score81.55% | Percentile20.00% | Participants6 | EvidenceC | Evaluated |
| Rank06 | ModelBA | Score39.80% | Percentile0.00% | Participants6 | EvidenceC | Evaluated |
CMMLU Highlights
The leading models and scores on this benchmark.
CMMLU Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for CMMLU
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is CMMLU?
What CMMLU measures and how its scores work.
CMMLU (Chinese Massive Multitask Language Understanding) is a comprehensive Chinese benchmark using multiple-choice questions across 67 subject topics, ranging from basic to advanced professional levels.
It measures the knowledge and reasoning capabilities of large language models, with results reported as a Score in ratio units.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- CMMLU
- Modality
- text
- Primary category
- language
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about CMMLU.
Which model scores highest on CMMLU?
MiMo-V2.5-Pro is currently ranked first with 90.20%.
What are the top three models on CMMLU?
The current leaders are MiMo-V2.5-Pro (90.20%), Qwen2 72B Instruct (90.10%), and LongCat-Flash-Chat (84.34%).
Which CMMLU model has the lowest official input price?
MiMo-V2.5-Pro has the lowest matched official input price at $0.44 input / $0.87 output per 1M tokens.
Which models are fastest among CMMLU results?
The fastest matched records are MiMo-V2.5-Pro (5.27 tok/s via DeepInfra).
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.