EuroEval French NLU - ScaLA FR — leaderboard

Metric: Linguistic acceptability Score (%). Source: euroeval.com. 377 models tracked.

Top models

#ModelScore
1Gemini 3 Pro (Preview)75.59
2Gemma 4 31B (IT)73.85
3Ministral-3-14B-Reasoning-251273.6
4Gemini 3.1 Flash Lite (Preview)72.61
5Gemini 3 Flash (Preview) (Non-reasoning)72.36
6Claude Sonnet 4.672.12
7Ministral 3 14B70.9
8Ministral-3-14B-Instruct-251270.67
9Gemma 4 26B A4B (IT)70.52
10Ministral-3-8B-Instruct-251268.28
11GPT-5.267.46
12Llama 3.1 70B66.59
13Ministral 3 8B66.43
14GPT-5.4 Mini (Non-reasoning)65.47
15GPT-5.4 Mini (Medium)63.5

Interactive version: theaggregate.ai/benchmark?slug=euroeval-french-nlu-scala-fr · How the rankings work · Data refreshed daily, snapshot 2026-07-22.