BenCzechMark - NLI: leaderboard

BenCzechMark NLI category of Czech tasks. Scores are duel win scores (0-100): the share of pairwise statistical duels a model wins against every other model on the category's tasks, averaged over tasks, so they shift as the roster changes; higher is better.

Metric: Duel Win Score (%). Source: huggingface.co. Saturation forecast: Around February 2027. 79 models tracked.

Top models

#ModelScoreOverall rank
1Llama 3.1 405B Instruct81.89#470
2DeepSeek V4 Flash (0731)79.49#84
3Qwen 2.5 72B Instruct79.49#469
4Gemma 4 31B (IT)77.4#178
5Qwen 2.5 32B Instruct77.16#509
6Qwen 3.6 27B76.92#182
7Qwen 2.5 72B76.76#512
8Llama 3.1 70B Instruct75.48#567
9c4ai-command-a-03-202575.32#468
10Mistral Large 2 (Nov) Instruct (2411)75.24#480
11Llama 3.3 70B Instruct74.44#541
12DeepSeek R1 052874.44#232
13DeepSeek V3 (0324)73.56#349
14Gemma 3 27B (IT)72.76#528
15Gemma 4 26B A4B (IT)71.63#293

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=benczechmark-nli · How It Works · Data refreshed daily, snapshot 2026-11-05.