OpenCompass Reasoning - Puzzle - English (CompassBench 2510): leaderboard

OpenCompass CompassBench 2510 edition (file dated 2025-11-10): logic puzzles sub-task of the reasoning category, 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. 27 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 235B A22B 2507 (Thinking)93.1#263
2Claude Sonnet 4.5 (Thinking)92#148 (Claude Sonnet 4.5)
3Ling-1T92#354
4DeepSeek R1 052890.8#232
5Seed-OSS-36B-Instruct90.8#384
6Doubao-Seed-1.6-251015 (Thinking)90.8#208 (Doubao-Seed-1.6-251015)
7Qwen 3 Next 80B A3B (Thinking)89.7#312
8Gemini 2.5 Pro88.5#159
9Grok 488.5#189
10Claude Haiku 4.5 (Thinking)88.5#287 (Claude Haiku 4.5)
11O4 Mini (2025-04-16) (High)88.5#183 (O4 Mini (2025-04-16))
12Hunyuan-T1-2025082288.5#306
13DeepSeek V3.2 Exp86.2#241
14GLM-4.685.1#265
15GPT-OSS-120B (High)85.1#346 (GPT-OSS-120B)

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-puzzle-english-compassbench-2510 · How It Works · Data refreshed daily, snapshot 2026-11-05.