math benchmark
MMLU Chat
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 7, 2026
Published models1
Registry coverage1
MetricScore
EvidenceB
MMLU Chat leaderboard
Sorted by the source-provided rank. Higher score is better according to the registry.
| 1 | NV | 80.6% | 100.0% | 1 | C |
MMLU Chat highlights
The top published results on this benchmark's own scale.
What is MMLU Chat?
Definition and scoring fields from the benchmark registry.
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. The current registry marks this benchmark as not independently verified with evidence level B.
- Family
- MMLU Chat
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- mmlu-chat|llm-stats-current
Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.
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 unique published model results are currently shown.
Does this benchmark affect the overall score?
This benchmark is preserved as source-native evidence but is not eligible for the current overall score.