EuraGovExam - Biology: leaderboard

Metric: Accuracy (%) on the biology questions across the five regions; image-only: the model sees one scanned multiple-choice civil-service exam question in its original language and layout, with a fixed answer-format instruction and no OCR or tools; greedy decoding, one run; answers not in the required final-line format count as wrong; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 28 models tracked.

Top models

#ModelScoreOverall rank
1GPT-590.01#91
2O389.23#121
3Gemini 2.5 Pro88.9#145
4O4 Mini83.02#172
5Gemini 3 Flash (Preview)78.36#78
6Gemini 3 Pro (Preview)77.03#64
7GPT-5 Nano73.7#415
8Gemini 2.5 Flash73.36#237
9Claude Sonnet 468.81#194
10GPT-5.267.48#105
11GPT-4.1 Mini58.93#346
12GPT-4.153.5#240
13GPT-4o42.73#333
14Gemini 2.5 Flash Lite40.4#413
15Qwen 2 VL 7B Instruct37.51#816

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=euragovexam-biology · How It Works · Data refreshed daily, snapshot 2026-10-11.