language benchmark
MMLU Chat Leaderboard
MMLU Chat is a chat-format variant of the Massive Multitask Language Understanding benchmark covering 57 academic and professional tasks.
Updated Sep 5, 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 | Score80.58% | Percentile100.00% | 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 original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01NVNVIDIA
- Score
- 80.58%
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 80.58%. 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.
MMLU Chat is a language benchmark that evaluates models using a conversational prompting format across 57 tasks, including elementary mathematics, US history, computer science, and law.
It measures model performance with the Score metric, reported as a ratio, across the included tasks.
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
- 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 MMLU Chat.
Which model scores highest on MMLU Chat?
Llama 3.1 Nemotron 70B Instruct is currently ranked first with 80.58%.
What are the top three models on MMLU Chat?
The current leaders are Llama 3.1 Nemotron 70B Instruct (80.58%).
Which MMLU Chat model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among MMLU Chat results?
No matched runtime record is currently available.
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.