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Terminal-Bench-Science 0.1
一项包含 70 个任务的基准，覆盖科研工作流，由生命、物理、地球、数学和工程科学领域的专家编写并评审，每个任务都在终端中完成，并由各自的测试集校验。
- 智能指数权重
- 15%
- 模型
- 109 当前，135 总共
- 中位数
- 7.6%
- 范围
- 0.0%–73.3%
| 排名 | 比较 | 模型 | 评分 | 成本 / 任务 | 时间 / 任务 | 输出 token / 任务 |
|---|---|---|---|---|---|---|
| 1 | 73.3% | $45.21 | 73m 49s | 455K | ||
| 2 | 70.0% | $24.28 | 43m 19s | 242K | ||
| 3 | 67.6% | $31.37 | 54m 42s | 339K | ||
| 4 |  Gemini 4 Carbon (High) Google | 64.8% | $19.97 | 55m 59s | 276K | |
| 5 |  GPT-6 Astra (Max) OpenAI | 63.3% | $17.48 | 71m 32s | 161K | |
| 6 | Gemini 4 Carbon (Medium) Google | 62.4% | $17.57 | 56m 19s | 249K | |
| 7 | 61.9% | $14.12 | 34m 26s | 224K | ||
| 8 | Gemini 4 Carbon (Low) Google | 61.9% | $18.89 | 64m 33s | 250K | |
| 9 | 60.5% | $10.98 | 21m 47s | 119K | ||
| 10 | GPT-6 Astra (High) OpenAI | 59.5% | $8.66 | 28m 31s | 67.3K | |
| 11 | 59.0% | $19.97 | 43m 47s | 307K | ||
| 12 | GPT-6.1 Sol (Max) OpenAI | 58.1% | $3.34 | 58m 5s | 196K | |
| 13 | GPT-6.1 Terra (Max) OpenAI | 57.6% | $2.87 | 31m 22s | 138K | |
| 14 | GPT-6 Astra (Xhigh) OpenAI | 54.8% | $7.91 | 27m 27s | 64.1K | |
| 15 | 53.8% | $8.78 | 17m 45s | 98.9K | ||
| 16 | 53.3% | $23.76 | 55m 13s | 509K | ||
| 17 | GPT-6 Astra (Medium) OpenAI | 53.3% | $7.20 | 20m 9s | 51.6K | |
| 18 | Gemini 4 Argon (High) Google | 52.9% | $24.39 | 71m 30s | 291K | |
| 19 | 52.4% | $12.77 | 37m 2s | 309K | ||
| 20 | GPT-6.1 Sol (Xhigh) OpenAI | 50.5% | $2.30 | 23m 37s | 79K | |
| 21 | 49.0% | $10.02 | 24m 29s | 154K | ||
| 22 | GPT-6.1 Sol (High) OpenAI | 46.2% | $1.61 | 15m 43s | 53.7K | |
| 23 | 43.3% | $6.80 | 17m 44s | 110K | ||
| 24 | GPT-6.1 Terra (Xhigh) OpenAI | 41.9% | $1.04 | 14m 6s | 60.8K | |
| 25 | GPT-6.1 Sol (Medium) OpenAI | 37.1% | $0.87 | 8m 22s | 29.6K | |
| 26 | GPT-6 Astra (Low) OpenAI | 37.1% | $4.12 | 12m 4s | 28.7K | |
| 27 | 37.1% | — | — | 224K | ||
| 28 | 34.3% | $4.98 | 17m 25s | 147K | ||
| 29 |  Kimi K3.1 Pro Kimi | 34.3% | $10.23 | 71m 15s | 139K | |
| 30 | GPT-6.1 Terra (High) OpenAI | 33.3% | $0.62 | 9m 2s | 38K | |
| 31 | 25.7% | $22.18 | 36m 33s | 267K | ||
| 32 | GPT-6.1 Terra (Medium) OpenAI | 24.8% | $0.38 | 5m 57s | 24.8K | |
| 33 | 24.3% | $2.81 | 7m 59s | 51.9K | ||
| 34 | 24.3% | $0.51 | 5m 8s | 21.3K | ||
| 35 | 21.9% | $14.79 | 27m 23s | 199K | ||
| 36 |  Claude Haiku 5.5 (Max) Anthropic | 20.0% | $1.03 | 25m 1s | 382K | |
| 37 |  Muse Ember (Max) Meta | 20.0% | $0.43 | 8m 6s | 221K | |
| 38 | Claude Haiku 5.5 (Xhigh) Anthropic | 18.1% | $0.65 | 18m 12s | 258K | |
| 39 | 17.6% | $0.40 | 7m 22s | 203K | ||
| 40 | 16.2% | $2.14 | 8m 49s | 73.7K | ||
| 41 |  DeepSeek V4.1 Flash 1017 (Max) DeepSeek | 12.9% | $1.98 | 38m 47s | 321K | |
| 42 |  Tencent Hy4 Tencent | 12.9% | $2.62 | — | 151K | |
| 43 |  Qwen3.8 Max (0902) Alibaba | 11.9% | $26.53 | 119m 25s | 366K | |
| 44 |  Grok 4.7 (Xhigh) SpaceXAI | 11.4% | $19.50 | 47m 52s | 184K | |
| 45 | GPT-6.1 Sol (Low) OpenAI | 11.0% | $0.24 | 2m 47s | 9.42K | |
| 46 | 10.5% | $1.23 | 5m 39s | 47.2K | ||
| 47 | DeepSeek V4.1 Flash 1017 (High) DeepSeek | 10.5% | $1.60 | 31m 27s | 267K | |
| 48 | 10.5% | $14.46 | 23m 34s | 158K | ||
| 49 | Claude Haiku 5.5 (High) Anthropic | 10.0% | $0.43 | 13m 1s | 178K | |
| 50 | Gemini 3.8 Flash (High) Google | 10.0% | $16.06 | 26m 5s | 180K |
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