OpenCompass Reasoning - Science and Engineering - English (CompassBench 2411): leaderboard

OpenCompass CompassBench 2411 edition (file dated 2024-12-02): science and engineering reasoning 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. 34 models tracked.

Top models

#ModelScoreOverall rank
1O1 Mini (2024-09-12)78.6#412
2Grok Beta64.5#497
3Yi Lightning60.5#429
4Qwen 2.5 72B Instruct57.9#469
5GPT-4o (2024-11-20)57.8#392
6TeleChat256.6#599
7DeepSeek V2.554.5#494
8360gpt2-pro53#557
9Mistral Large 2 (Nov) Instruct (2411)52.8#480
10Step 2 16K52.2#442
11Llama 3.1 405B Instruct FP850.9#400
12GLM-4 Plus50.2#398
13GPT-4o (2024-08-06)50#343
14Qwen 2.5 7B Instruct48#863
15Claude 3.5 Sonnet (20241022)47.8#302

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-science-and-engineering-english-compassbench-2411 · How It Works · Data refreshed daily, snapshot 2026-11-05.