SuperCLUE-CoT - Overall: leaderboard

SuperCLUE-CoT evaluates chain-of-thought reasoning of Chinese LLMs, assessing step-by-step logical reasoning quality. Headline board of the newest workbook the superclueai.com vertical lists; score 0-100, higher is better.

Metric: Score. Source: www.superclueai.com. Saturation forecast: Estimated already saturated. 34 models tracked.

Top models

#ModelScoreOverall rank
1O177.66#190
2O1 Preview (2024-09-12)75#214
3QwQ 32B-Preview64.64#671
4DeepSeek R163.42#262
5Claude 3.5 Sonnet58.68#362
6Gemini 1.5 Pro (002)56.67#368
7GLM-4 Plus53.32#398
8Yi Lightning52.39#429
9GPT-4 Turbo50.79#417
10Qwen 2.5 72B Instruct47.9#469
11O1 Mini (2024-09-12)45.54#412
12Step 2 16K43.84#442
13ERNIE-4.0-Turbo-8K-Preview40.75#603
14Llama 3.1 405B Instruct40.7#470
15Llama 3.1 70B Instruct37.71#567

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

Interactive version: theaggregate.ai/benchmark?slug=superclue-cot-overall · How It Works · Data refreshed daily, snapshot 2026-11-05.