INCLUDE-base-44 European Languages — leaderboard
European-language slice of INCLUDE-base-44, evaluating multilingual LLMs on knowledge- and reasoning-centric multiple-choice questions across 20 European languages.
Metric: Average Accuracy (%). Source: huggingface.co. Status: saturation imminent. 35 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 14B | 63.03 |
| 2 | Gemma 3 12B (IT) | 62.55 |
| 3 | Qwen 2.5 14B Instruct | 60.56 |
| 4 | Qwen 2.5 14B | 58.31 |
| 5 | Qwen 3 8B | 58.25 |
| 6 | Phi-4 | 56.72 |
| 7 | Apertus-8B-Instruct-2509 | 56.16 |
| 8 | Llama 3.1 8B Instruct | 53.48 |
| 9 | Mistral Nemo Instruct (2407) | 52.2 |
| 10 | Qwen 2.5 7B | 51.78 |
| 11 | Qwen 2.5 7B Instruct | 51.41 |
| 12 | Mistral-Nemo-Base-2407 | 49.55 |
| 13 | Bielik-11B-v2.3-Instruct | 47.43 |
| 14 | Bielik-11B-v2.2-Instruct | 47.43 |
| 15 | Bielik-11B-v2.1-Instruct | 47.36 |
Interactive version: theaggregate.ai/benchmark?slug=include-base-44-european-languages · How the rankings work · Data refreshed daily, snapshot 2026-07-22.