EuroEval Catalan NLU - ScaLA CA: leaderboard

The "ScaLA CA" subtask of EuroEval Catalan NLU. Catalan-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 March 2027. 212 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)71.6#66
2GPT-5.271.59#110
3Claude Sonnet 4.668.77#90
4Gemini 3 Flash (Preview) (Non-reasoning)66.37#82 (Gemini 3 Flash (Preview))
5Gemini 3.1 Flash Lite (Preview)64.19#194
6Qwen 3 32B (Non-reasoning)63.84#443 (Qwen 3 32B)
7Gemini 2.5 Flash (Thinking)63.33#245 (Gemini 2.5 Flash)
8GPT-4.162.88#248
9Gemini 3 Flash (Preview) (Thinking)62.29#82 (Gemini 3 Flash (Preview))
10Gemini 2.5 Pro61.38#152
11Qwen 2.5 72B Instruct58.66#454
12Gemini 2.5 Flash Lite (Thinking)57.82#422 (Gemini 2.5 Flash Lite)
13Qwen 3.5 35B A3B Base55.52#310
14Qwen 3 30B A3B 2507 Instruct54.92#488
15GPT-4.1 Mini54.78#355

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

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