OpenCompass Reasoning - Academic (CompassBench 2604): leaderboard

OpenCompass CompassBench 2604 edition (file dated 2026-05-13): academic subject reasoning sub-task of the reasoning category. CompassBench is OpenCompass's periodic evaluation of chat models on a private question set; each edition is a separate board. Score 0-100, higher is better.

Metric: Score (%). Source: rank.opencompass.org.cn. Saturation forecast: Around March 2027. 23 models tracked.

Top models

#ModelScoreOverall rank
1GPT-5.4 (2026-03-05) (High)52#63 (GPT-5.4 (2026-03-05))
2Claude Opus 4.7 (High)50.9#51 (Claude Opus 4.7)
3Kimi K2.648.8#113
4Doubao-Seed-2-0-Pro-260215 (High)48.3
5Claude Sonnet 4.6 (High)45.6#94 (Claude Sonnet 4.6)
6DeepSeek V4 Pro43.9#112
7Gemini 3.1 Pro (Preview)43.6#64
8Hy3-preview (High)43.6#166 (Hy3-preview)
9Qwen 3.6 Max Preview43.3#91
10DeepSeek V4 Flash39#155
11GLM-5.138.7#109
12Step 3.5 Flash38.7#281
13Gemma 4 31B (IT)38.1#178
14Qwen 3.5 397B A17B36.6#154
15Qwen 3.6 27B36#182

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

Interactive version: theaggregate.ai/benchmark?slug=opencompass-reasoning-academic-compassbench-2604 · How It Works · Data refreshed daily, snapshot 2026-11-05.