Epoch AI - Scicode — leaderboard

Metric: Score. Source: epoch.ai. 69 models tracked.

Top models

#ModelScore
1Claude Fable 5 (Max)60.19
2Gemini 3.1 Pro (Preview)58.91
3GPT-5.6 Sol (High)56.94
4GPT-5.4 (xHigh)56.6
5GPT-5.6 Sol (Medium)56.48
6GPT-5.5 (xHigh)56.13
7GPT-5.6 Sol (Max)56.13
8GPT-5.6 Sol (xHigh)56.02
9GPT-5.5 (High)55.9
10GPT-5.6 Sol (Low)55.44
11Claude Opus 4.7 (Max)54.51
12Grok 4.5 (High)54.05
13GPT-5.6 Terra (Max)53.94
14Claude Sonnet 5 (Max)53.59
15Kimi K2.653.47

Interactive version: theaggregate.ai/benchmark?slug=epoch-ai-scicode · How the rankings work · Data refreshed daily, snapshot 2026-07-22.