OpenCompass LLM - Reasoning (CompassBench 2407): leaderboard

OpenCompass CompassBench 2407 edition (file dated 2024-08-05): reasoning category score. 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: Estimated already saturated. 36 models tracked.

Top models

#ModelScoreOverall rank
1Claude 3.5 Sonnet (20240620)57#308
2GPT-4o (2024-05-13)55.8#337
3Mistral Large50.1#713
4Mistral Large 2 (Jul)50#490
5Yi Large47.6#566
6DeepSeek V2 Chat (0628)47.4#409
7GLM-4 (0520)46.1#612
8Moonshot v1 8K46#622
9Qwen 1.5 110B Chat45.8#693
10GPT-4o Mini (2024-07-18)45.4#568
11Gemma 2 27B (IT)45.4#652
12Qwen 2 72B Instruct44.7#579
13Yi 1.5 34B Chat42.7#798
14Gemma 2 9B (IT)41.9#795
15Nanbeige2-16B-Chat40.5#971

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

Interactive version: theaggregate.ai/benchmark?slug=opencompass-llm-reasoning-compassbench-2407 · How It Works · Data refreshed daily, snapshot 2026-11-05.