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Terminal-Bench 4.0
一项更难的 66 任务基准，涵盖软件、机器学习、科学、运维、安全、硬件和媒体领域的复杂终端工作，重新校准了算力与时间配额，并改进了指令、环境和校验器。
- 类别
- 编程
- 智能指数权重
- 10%
- 模型
- 147 当前，252 总共
- 中位数
- 11.1%
- 范围
- 0.0%–67.2%
| 排名 | 比较 | 模型 | 评分 | 成本 / 任务 | 时间 / 任务 | 输出 token / 任务 |
|---|---|---|---|---|---|---|
| 1 |  Kimi K3.1 Pro Kimi | 67.2% | $5.27 | 59m 27s | 116K | |
| 2 |  Gemini 4 Carbon (High) Google | 65.2% | $10.05 | 32m 35s | 161K | |
| 3 | 63.6% | $12.65 | 41m 30s | 382K | ||
| 4 | Gemini 4 Carbon (Low) Google | 62.6% | $8.57 | 35m 49s | 139K | |
| 5 | 61.6% | $20.81 | 41m 57s | 260K | ||
| 6 | Gemini 4 Carbon (Medium) Google | 60.6% | $8.82 | 32m 18s | 143K | |
| 7 | 59.6% | $31.59 | 61m 7s | 377K | ||
| 8 | 59.6% | $13.47 | 28m 13s | 158K | ||
| 9 | 59.6% | $13.11 | 36m 4s | 253K | ||
| 10 | 59.6% | $8.78 | 26m 3s | 169K | ||
| 11 |  GPT-6 Astra (Xhigh) OpenAI | 59.6% | $5.86 | 18m 32s | 43.3K | |
| 12 | GPT-6 Astra (Max) OpenAI | 59.1% | $8.50 | 33m 31s | 75.7K | |
| 13 | 57.1% | $6.08 | 23m 2s | 192K | ||
| 14 | Gemini 4 Argon (High) Google | 57.1% | $13.56 | 40m 39s | 165K | |
| 15 | 57.1% | — | — | 153K | ||
| 16 | 56.6% | $5.12 | 15m 56s | 100K | ||
| 17 | GPT-6.1 Sol (Max) OpenAI | 56.1% | $1.82 | 32m 5s | 108K | |
| 18 | GPT-6.1 Terra (Max) OpenAI | 55.6% | $1.49 | 23m 2s | 101K | |
| 19 | 55.1% | $5.25 | 11m 36s | 63.2K | ||
| 20 | 54.5% | $4.34 | 9m 30s | 52.9K | ||
| 21 | GPT-6.1 Sol (Xhigh) OpenAI | 54.0% | $1.03 | 17m 0s | 56.9K | |
| 22 | GPT-6 Astra (High) OpenAI | 54.0% | $4.05 | 12m 54s | 30.4K | |
| 23 | 52.5% | $4.04 | 12m 12s | 75.7K | ||
| 24 | 52.0% | $12.21 | 22m 52s | 167K | ||
| 25 | GPT-6.1 Sol (High) OpenAI | 51.5% | $0.83 | 12m 46s | 43.7K | |
| 26 | GPT-6 Astra (Medium) OpenAI | 49.5% | $4.43 | 11m 35s | 29.7K | |
| 27 | GPT-6.1 Sol (Medium) OpenAI | 48.0% | $0.61 | 9m 2s | 32K | |
| 28 | GPT-6.1 Terra (Xhigh) OpenAI | 46.5% | $0.66 | 11m 1s | 47.5K | |
| 29 | 43.9% | $2.19 | 9m 4s | 76.7K | ||
| 30 |  GLM-5.3 (Max) Z AI | 41.9% | $8.06 | 47m 13s | 195K | |
| 31 | GPT-6.1 Terra (High) OpenAI | 41.9% | $0.44 | 7m 14s | 30.4K | |
| 32 | GPT-6 Astra (Low) OpenAI | 41.9% | $2.25 | 6m 15s | 14.9K | |
| 33 |  Muse Ember (Max) Meta | 40.9% | $0.27 | 5m 25s | 148K | |
| 34 |  Qwen3.8 Max (0902) Alibaba | 38.9% | $18.68 | 95m 29s | 293K | |
| 35 | 38.4% | $8.10 | 15m 55s | 116K | ||
| 36 |  Tencent Hy4 Tencent | 37.4% | $1.64 | — | 123K | |
| 37 | 35.4% | $0.22 | 4m 48s | 132K | ||
| 38 | GLM-5.3 (Low) Z AI | 34.8% | $6.40 | 36m 7s | 128K | |
| 39 |  MiMo-V2.6-Pro Xiaomi | 34.8% | $0.44 | 54m 30s | 184K | |
| 40 |  DeepSeek V4.1 Flash 1017 (Max) DeepSeek | 33.8% | $0.88 | 26m 20s | 218K | |
| 41 |  Ling 3.1 Flash InclusionAI | 33.3% | — | — | — | |
| 42 |  Step 5 Preview StepFun | 33.3% | $5.18 | 30m 6s | 260K | |
| 43 |  Claude Haiku 5.5 (Max) Anthropic | 32.8% | $0.65 | 22m 44s | 347K | |
| 44 | GLM-5.3-Flash Z AI | 32.8% | $0.89 | 60m 57s | 181K | |
| 45 | Ling 3.1 Flash 1019 InclusionAI | 32.8% | $6.59 | — | 434K | |
| 46 | GPT-6.1 Terra (Medium) OpenAI | 32.3% | $0.28 | 4m 38s | 19.3K | |
| 47 | 31.3% | $2.08 | 5m 49s | 37.8K | ||
| 48 | GPT-6.1 Sol (Low) OpenAI | 30.8% | $0.38 | 5m 7s | 17.4K | |
| 49 | 29.8% | $1.58 | 6m 11s | 51.6K | ||
| 50 |  Nanbeige4.3-33B Nanbeige | 29.8% | — | — | 313K |