EuroEval Swedish NLU - ScaLA SV: leaderboard

The "ScaLA SV" subtask of EuroEval Swedish NLU. Swedish-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: Estimated already saturated. 407 models tracked.

Top models

#ModelScoreOverall rank
1Claude 3.7 Sonnet (20250219) (Thinking)80.86#201 (Claude 3.7 Sonnet (20250219))
2Gemini 3 Pro (Preview)78.42#66
3Gemini 2.5 Flash (Thinking)75.22#245 (Gemini 2.5 Flash)
4Gemini 3.1 Flash Lite (Preview)74.34#194
5Gemini 3 Flash (Preview) (Non-reasoning)73.05#82 (Gemini 3 Flash (Preview))
6Gemini 2.5 Pro (Preview 03-25)72.68#123
7Llama 3.1 405B72.36#466
8O3 (2025-04-16)71.99#121
9Grok 371.91#304
10Gemma 4 31B (IT)71.8#176
11Gemini 2.5 Flash (Preview 04-17)71.74#237
12Gemini 2.5 Pro71.37#152
13GPT-5 (2025-08-07) (High)71.37
14Claude Sonnet 4.671.29#90
15GPT-571.05#98

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

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