EVALITA - MAIA-MC: leaderboard

The "MAIA-MC" subtask of EVALITA. A task from EVALITA, the periodic evaluation campaign for Italian-language natural language processing and understanding.

Metric: CPS. Source: huggingface.co. Saturation forecast: Around January 2027. 7 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 32B Instruct87.26#453
2Qwen 2.5 VL 7B Instruct81.77#654
3Gemma 3 27B (IT)81.43#523
4Pixtral-12B80.27#808
5aya-vision-8B75.88#1107
6Gemma 3 4B (IT)69.32#992
7GLM-4.1V-9B (Thinking)59.61#472 (GLM-4.1V-9B)

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

Interactive version: theaggregate.ai/benchmark?slug=evalita-maia-mc · How It Works · Data refreshed daily, snapshot 2026-10-20.