KOCO-BENCH: leaderboard
Metric: Average Pass@1 (%). Source: benchmarklist.com. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Kimi K2 | 8.9 |
| 2 | Gemini 2.5 Pro | 8.5 |
| 3 | Qwen 2.5 Coder 7B Instruct | 7.5 |
| 4 | O4 Mini | 7.1 |
| 5 | GPT-5 Mini | 6.6 |
| 6 | Claude Sonnet 4.5 | 6.1 |
| 7 | DeepSeek V3.1 | 6.1 |
| 8 | Qwen 2.5 Coder 32B Instruct | 5.2 |
| 9 | Llama 3.1 8B Instruct | 5.1 |
Interactive version: theaggregate.ai/benchmark?slug=koco-bench · How It Works · Data refreshed daily, snapshot 2026-09-19.