legal benchmark
MMLU Chat Leaderboard
Chat-format variant of the Massive Multitask Language Understanding benchmark, evaluating language models across 57 tasks including elementary mathematics, US history, computer science, law, and other professional and academic subjects. This version uses conversational prompting format for model evaluation.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
MMLU Chat Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelNV | Score80.6% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
MMLU Chat Highlights
The leading models and scores on this benchmark.
The Top AI Models for MMLU Chat
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis mmlu chat AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01NV
- Score
- 80.6%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures MMLU Chat, not total model capability
Selection summary
Best AI Models for MMLU Chat
Llama 3.1 Nemotron 70B Instruct currently leads MMLU Chat with 80.6%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is MMLU Chat?
What MMLU Chat measures and how its scores work.
Chat-format variant of the Massive Multitask Language Understanding benchmark, evaluating language models across 57 tasks including elementary mathematics, US history, computer science, law, and other professional and academic subjects. This version uses conversational prompting format for model evaluation.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MMLU Chat
- Modality
- text
- Primary category
- legal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- mmlu-chat|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MMLU Chat.
Which model scores highest on MMLU Chat?
Llama 3.1 Nemotron 70B Instruct is currently ranked first with 80.6%.
What does MMLU Chat measure?
Chat-format variant of the Massive Multitask Language Understanding benchmark, evaluating language models across 57 tasks including elementary mathematics, US history, computer science, law, and other professional and academic subjects. This version uses conversational prompting format for model evaluation.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.