Agentic Terminal Interaction on Terminal-Bench v1
47.5Success RateClaude-Opus-4.5
Evaluation Results
| Method | Links | |
|---|---|---|
| Claude-Opus-4.52026.06 | 47.5 | |
| Gemini-3-Pro2026.06 | 46.3 | |
| Kimi-K2-Instruct-09052026.06 | 44.5 | |
| Qwen3-Coder-480B-A35B-Instruct2026.06 | 37.5 | |
| GLM-4.72026.06 | 36.3 | |
| GPT-5.12026.06 | 35 | |
| LoopCoder-v2R (number of refinement loops)=22026.06 | 34.2 | |
| LoopCoder-v2R (number of refinement loops)=32026.06 | 30 | |
| LoopCoder-v2R (number of refinement loops)=12026.06 | 26.3 | |
| LoopCoder-v2R (number of refinement loops)=42026.06 | 26.3 | |
| DeepSeek-V3.22026.06 | 23.8 | |
| Qwen3-235B-A22B-Instruct-25072026.06 | 15 | |
| Qwen2.5-Coder-14B-Instruct2026.06 | 8.8 | |
| Seed-Coder-8B-Instruct2026.06 | 7.5 | |
| Qwen2.5-Coder-7B-Instruct2026.06 | 6.3 | |
| DeepSeek-Coder-V2-Lite-Instruct2026.06 | 5 | |
| Qwen2.5-Coder-32B-Instruct2026.06 | 5 |