OpenCompass Code - HumanEval+ - English (CompassBench 2407): leaderboard

OpenCompass CompassBench 2407 edition (file dated 2024-08-05): code completion (HumanEval Plus) sub-task of the code 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. 36 models tracked.

Top models

#ModelScoreOverall rank
1Mistral Large81.7#713
2GPT-4o (2024-05-13)81.1#337
3Claude 3.5 Sonnet (20240620)78#308
4Qwen 2 72B Instruct75.6#579
5GPT-4o Mini (2024-07-18)75#568
6Mistral Large 2 (Jul)75#490
7Llama 3.1 70B Instruct74.4#567
8Moonshot v1 8K74.4#622
9DeepSeek V2 Chat (0628)74.4#409
10GLM-4 (0520)73.8#612
11GLM-4 9B Chat71.3#911
12Mixtral 8x22B Instruct70.1#738
13Qwen 2 7B Instruct70.1#982
14Gemma 2 27B (IT)67.7#652
15Yi Large65.8#566

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

Interactive version: theaggregate.ai/benchmark?slug=opencompass-code-humaneval-plus-english-compassbench-2407 · How It Works · Data refreshed daily, snapshot 2026-11-05.