SciEvalKit: leaderboard

Scientific capability ranking from OpenCompass and SciEvalKit, measuring frontier models on science-heavy reasoning and knowledge tasks.

Metric: Scientific Capability Score. Source: github.com. Saturation forecast: Around June 2028. 10 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro48.74#80
2Claude Opus 4.545.78#83
3Qwen 3 Max45.33#208
4GPT-545.12#98
5Claude Sonnet 4.542.12#142
6Seed 1.842.05#139
7Qwen 3 VL 235B A22B41.43#238
8DeepSeek V3.241.35#205
9O341.08#124
10Gemini 2.5 Pro40.77#152

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

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