Terminal-Bench 2.1 Extended (Mercor held-out)
Code
Mercor's held-out Extended twin of Terminal-Bench 2.1: 99 Mercor long-horizon command-line agent tasks, scored by task accuracy. The public twin is Terminal-Bench 2.1 (terminal-bench-2-1). Mercor does not publish the held-out tasks or say how they were drawn or written, so this is its own benchmark, not a component of the public one.
Top models (higher is better)
| Model | Score |
|---|---|
| Claude Opus 5.5 | 47.5 |
| GPT-6.1 Sol | 45.8 |
| Claude Sonnet 5.5 | 45.5 |
| Grok 4.6 | 45.5 |
| Gemini 3.7 Flash | 44.4 |
| Gemini 3.8 Flash | 44.4 |
| GPT-6 Sol | 42.4 |
| Gemini 3.6 Flash | 40.1 |
| GLM-5.3 | 39.4 |
| DeepSeek V4.1 Flash | 38.4 |
| Claude Opus 5 | 38.0 |
| GPT-5.5 | 38.0 |
| Claude Haiku 5.5 | 37.7 |
| GPT-5.6 Sol | 37.4 |
| GPT-5.6 Terra | 36.4 |
| Beam 1.0 501B A23B | 35.7 |
| GPT-5.6 Luna | 35.4 |
| Gemini 3.1 Pro Preview | 35.0 |
| GPT-6 Luna | 33.3 |
| Grok 4.5 | 33.3 |
| Opus 4.8 | 32.7 |
| GPT-5.4 | 31.3 |
| Kimi K3 | 31.0 |
| DeepSeek V4 Pro 0813 | 30.0 |
| GLM-5.3 Flash | 30.0 |
| Sonnet 5 | 28.9 |
| Gemini 3.5 Flash | 28.6 |
| GLM-5.2 | 27.9 |
| Opus 4.7 | 27.6 |
| Inkling | 24.6 |
| Kimi K2.7 Code | 23.6 |
| MiniMax M3 | 22.2 |
| Claude Fable 5.1 | 19.5 |
| Qwen3.5 397B A17B | 17.8 |
| Sonnet 4.6 | 17.5 |
| Claude Fable 5 | 16.8 |
| DeepSeek-V3.2 | 15.2 |
| Grok 4.7 | 11.8 |
| Nemotron 3 Ultra 550B A55B (NVFP4) | 11.8 |
| Kimi K2 Thinking | 11.1 |