language benchmark
French MMLU Leaderboard
French MMLU is the French version of MMLU-Pro, a multilingual benchmark for evaluating language models' cross-lingual reasoning capabilities across 14 diverse domains.
Updated Sep 5, 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 | Score57.50% | Percentile100.00% | 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 original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MAMistral AI
- Score
- 57.50%
- 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 57.50%. 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 MMLU is a multilingual benchmark based on MMLU-Pro, covering 14 domains including mathematics, physics, chemistry, law, engineering, psychology, and health.
It measures language models' cross-lingual reasoning capabilities using the Score metric, reported as a ratio.
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
- 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 French MMLU.
Which model scores highest on French MMLU?
Ministral 8B Instruct is currently ranked first with 57.50%.
What are the top three models on French MMLU?
The current leaders are Ministral 8B Instruct (57.50%).
Which French MMLU model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among French MMLU results?
The fastest matched records are Ministral 8B Instruct (0.10 tok/s via Mistral AI).
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.