EuroEval Polish NLU - ScaLA PL: leaderboard

The "ScaLA PL" subtask of EuroEval Polish NLU. Polish-language EuroEval natural-language-understanding suite, separating NLU task performance from the broader all-task EuroEval aggregate.

Metric: Matthews correlation coefficient (%). Source: euroeval.com. Saturation forecast: Around January 2027. 234 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)71.7#66
2Gemini 3 Flash (Preview) (Non-reasoning)69.86#82 (Gemini 3 Flash (Preview))
3Gemini 3.1 Flash Lite (Preview)67.21#194
4Gemini 2.5 Flash (Thinking)65.39#245 (Gemini 2.5 Flash)
5Gemini 3 Flash (Preview) (Thinking)64.89#82 (Gemini 3 Flash (Preview))
6Claude Sonnet 4.661.86#90
7GPT-5.261.36#110
8GPT-5.4 Mini (2026-03-17) (High)60.74#169 (GPT-5.4 Mini (2026-03-17))
9GPT-559.8#98
10Gemma 4 31B (IT)59.77#176
11Gemini 2.5 Pro59.32#152
12Claude Sonnet 4.5 (Thinking)56.9#142 (Claude Sonnet 4.5)
13Gemini 2.5 Flash Lite (Thinking)56.05#422 (Gemini 2.5 Flash Lite)
14GPT-5.4 Nano (2026-03-17) (High)55.49#266 (GPT-5.4 Nano (2026-03-17))
15EuroLLM-22B-Instruct-251255.16#701

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

Interactive version: theaggregate.ai/benchmark?slug=euroeval-polish-nlu-scala-pl · How It Works · Data refreshed daily, snapshot 2026-10-20.