OpenCompass LLM - Reasoning - English (CompassBench 2504): leaderboard

OpenCompass CompassBench 2504 edition (file dated 2025-05-13): reasoning category score, English questions. 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. 28 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 235B A22B (Thinking)92.6#323 (Qwen 3 235B A22B)
2Doubao-1.5-thinking-pro-25041592.2#226
3ERNIE-X1-Turbo-32K91.8#288
4DeepSeek R191#262
5O3 Mini (High)90.8#282 (O3 Mini)
6O4 Mini (High)89.3#185 (O4 Mini)
7Gemini 2.5 Pro (Preview 05-06)89.3#156
8Grok 389.1#313
9Qwen 3 32B (Thinking)89.1#449 (Qwen 3 32B)
10DeepSeek V3 (0324)88.4#349
11GLM-Z1-32B-041488.2#405
12360Zhinao2-O1.587#395
13GPT-4.1 (2025-04-14)86.7#257
14Qwen 3 235B A22B86.5#323
15GPT-4.1 Mini86.4#363

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-english-compassbench-2504 · How It Works · Data refreshed daily, snapshot 2026-11-05.