OpenCompass LLM - Reasoning (CompassBench 2404): leaderboard

OpenCompass CompassBench 2404 edition (file dated 2024-05-09): reasoning category score. CompassBench is OpenCompass's periodic evaluation of chat models on a private question set; each edition is a separate board. Edition 2405 republished 20 of these results for the same task set; those models appear on that board only. Score 0-100, higher is better.

Metric: Score (%). Source: rank.opencompass.org.cn. Saturation forecast: Estimated already saturated. 31 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4 Turbo (Preview)48.2#416
2OrionStar-Yi-34B-Chat44.3#872
3Yi Chat 34B37.6#950
4Qwen-72B-Chat31.4#835
5Qwen-14B-Chat29.1#1161
6Baichuan2-13B-Chat23.9#1210
7Qwen-7B Chat23.6#1353
8vicuna-13B-v1.5-16k21.7#1417
9Baichuan2-7B-Chat21.4#1384
10Llama 2 13B Chat19.7#1414
11WizardLM-70B-V1.018.5#1219
12Yi 6B (Chat)17.9#1379
13Mistral 7B Instruct (v0.2)17.8#1311
14Llama 2 70B Chat17.3#1275
15deepseek-llm-7B-chat16.2#1320

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-2404 · How It Works · Data refreshed daily, snapshot 2026-11-05.