legal benchmark
French MMLU Leaderboard
French version of MMLU-Pro, a multilingual benchmark for evaluating language models' cross-lingual reasoning capabilities across 14 diverse domains including mathematics, physics, chemistry, law, engineering, psychology, and health.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
French MMLU Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMA | Score57.5% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
French MMLU Highlights
The leading models and scores on this benchmark.
The Top AI Models for French MMLU
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis french mmlu 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.
- 01MAMinistral 8B InstructMistral AI
- Score
- 57.5%
- Speed
- Up to 0.10 tok/s via Mistral AI
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures French MMLU, not total model capability
Selection summary
Best AI Models for French MMLU
Ministral 8B Instruct currently leads French MMLU with 57.5%. 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 French MMLU?
What French MMLU measures and how its scores work.
French version of MMLU-Pro, a multilingual benchmark for evaluating language models' cross-lingual reasoning capabilities across 14 diverse domains including mathematics, physics, chemistry, law, engineering, psychology, and health.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- French MMLU
- Modality
- text
- Primary category
- legal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- french-mmlu|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about French MMLU.
Which model scores highest on French MMLU?
Ministral 8B Instruct is currently ranked first with 57.5%.
What does French MMLU measure?
French version of MMLU-Pro, a multilingual benchmark for evaluating language models' cross-lingual reasoning capabilities across 14 diverse domains including mathematics, physics, chemistry, law, engineering, psychology, and health.
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.