OpenCompass LLM - Reasoning (CompassBench 2504): leaderboard

OpenCompass CompassBench 2504 edition (file dated 2025-05-13): 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. 28 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 235B A22B (Thinking)92.4#323 (Qwen 3 235B A22B)
2ERNIE-X1-Turbo-32K92.3#288
3Doubao-1.5-thinking-pro-25041591.9#226
4DeepSeek R191.2#262
5Gemini 2.5 Pro (Preview 05-06)90.4#156
6O3 Mini (High)90.4#282 (O3 Mini)
7Qwen 3 32B (Thinking)90.1#449 (Qwen 3 32B)
8DeepSeek V3 (0324)89#349
9Grok 388.9#313
10O4 Mini (High)88.8#185 (O4 Mini)
11GPT-4.1 (2025-04-14)87.1#257
12360Zhinao2-O1.587.1#395
13GLM-Z1-32B-041487#405
14Qwen 3 235B A22B86.7#323
15Spark X186.4#435

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