OpenCompass LLM - Agent (CompassBench 2407): leaderboard

OpenCompass CompassBench 2407 edition (file dated 2024-08-05): agent (tool use) 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. 36 models tracked.

Top models

#ModelScoreOverall rank
1Llama 3.1 70B Instruct86.5#567
2Yi Large86.1#566
3Mixtral 8x22B Instruct86#738
4Qwen 2 72B Instruct85.9#579
5Nanbeige2-16B-Chat85.8#971
6GPT-4o Mini (2024-07-18)85.7#568
7Gemma 2 27B (IT)85.5#652
8Mistral Large 2 (Jul)84.5#490
9GPT-4o (2024-05-13)84.4#337
10DeepSeek V2 Chat (0628)83.7#409
11Mistral Large83.5#713
12GLM-4 9B Chat81.9#911
13Claude 3.5 Sonnet (20240620)81.7#308
14GLM-4 (0520)80.4#612
15internlm2-chat-20B80.3#988

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-agent-compassbench-2407 · How It Works · Data refreshed daily, snapshot 2026-11-05.