EuroEval French NLU - Eltec — leaderboard
Metric: Named entity recognition Score (%). Source: euroeval.com. 375 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4.5 (Non-reasoning) | 80.67 |
| 2 | Claude Sonnet 4.5 (Thinking) | 79.18 |
| 3 | Gemma 4 31B (IT) | 77.35 |
| 4 | GPT-5.4 Mini (High) | 76.97 |
| 5 | OLMo 3 7B (Thinking) | 76.8 |
| 6 | Gemini 3 Pro (Preview) | 76.68 |
| 7 | Qwen 3 Next 80B A3B (Thinking) | 75.31 |
| 8 | Gemma 4 26B A4B (IT) | 73.59 |
| 9 | Qwen 3 4B 2507 (Thinking) | 73.38 |
| 10 | Grok 4.1 Fast (Reasoning) | 73.16 |
| 11 | Claude Sonnet 4.6 | 73.13 |
| 12 | GPT-5 Nano | 72.81 |
| 13 | GPT-5.4 Mini (Medium) | 72.13 |
| 14 | OLMo 3.1 32B (Thinking) | 72.07 |
| 15 | Reka Flash 3 | 71.29 |
Interactive version: theaggregate.ai/benchmark?slug=euroeval-french-nlu-eltec · How the rankings work · Data refreshed daily, snapshot 2026-07-22.