An upgraded terminal-environment benchmark for evaluating the tool-use and task-completion abilities of language-model agents.
Browse the latest scores, model modes, release dates, and parameter sizes for Terminal Bench 2.0.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
| Rank | Model | License | |||
|---|---|---|---|---|---|
 GPT-5.5 Thinking Level · HighTools | 82.70 | 2026-04-23 | Unknown | Closed | |
 Claude Mythos Preview Extended ThinkingTools | 82.00 | 2026-04-07 | Unknown | Closed | |
GPT-5.3 Codex Thinking Level · Extra HighTools | 77.30 | 2026-02-05 | Unknown | Closed | |
4 | GPT-5.4 Thinking Level · Extra HighTools | 75.10 | 2026-03-05 | Unknown | Closed |
5 |  Qwen3.7-Max-Preview Thinking EnabledTools | 69.70 | 2026-05-20 | Unknown | Closed |
6 | Opus 4.7 Extended ThinkingTools | 69.40 | 2026-04-16 | Unknown | Closed |
7 |  Composer 2.5 Thinking Enabled | 69.30 | 2026-05-18 | Unknown | Closed |
8 |  Gemini 3.1 Pro Preview Thinking Level · HighTools | 68.50 | 2026-02-20 | Unknown | Closed |
9 |  DeepSeek-V4-Pro Thinking Level · Extra HighTools | 67.90 | 2026-04-24 | 1600B | Free Commercial |
10 |  Kimi K2.6 Thinking EnabledTools | 66.70 | 2026-04-20 | 1000B | Free Commercial |
11 | Claude Opus 4.6 Extended ThinkingTools | 65.40 | 2026-02-05 | Unknown | Closed |
12 | Qwen3.6-Max-Preview Deep Thinking ModeTools | 65.40 | 2026-04-18 | Unknown | Closed |
13 |  GLM 5.1 Thinking EnabledTools | 63.50 | 2026-03-27 | 75.4B | Free Commercial |
14 | DeepSeek-V4-Pro Thinking Level · HighTools | 63.30 | 2026-04-24 | 1600B | Free Commercial |
15 | Composer 2 Thinking Enabled | 61.70 | 2026-03-19 | Unknown | Closed |
16 | Qwen 3.6 Plus Preview Thinking EnabledTools | 61.60 | 2026-03-31 | Unknown | Closed |
17 | Qwen3.6-Max-Preview Thinking EnabledTools | 61.60 | 2026-04-18 | Unknown | Closed |
18 | GLM-5 Thinking EnabledTools | 61.10 | 2026-02-11 | 744B | Free Commercial |
19 | GPT-5.4 mini Thinking Level · Extra HighTools | 60.00 | 2026-03-17 | Unknown | Closed |
20 | Opus 4.5 Extended ThinkingTools | 59.30 | 2025-11-25 | Unknown | Closed |
21 | Qwen3.6-27B Thinking EnabledTools | 59.30 | 2026-04-22 | 27B | Free Commercial |
22 | Claude Sonnet 4.6 Thinking EnabledTools | 59.10 | 2026-02-17 | Unknown | Closed |
23 | DeepSeek-V4-Pro Standard ModeTools | 59.10 | 2026-04-24 | 1600B | Free Commercial |
24 |  Muse Spark Thinking EnabledTools | 59.00 | 2026-04-08 | Unknown | Closed |
25 | Gemini 3.0 Pro (Preview 11-2025) Thinking Level · HighTools | 56.90 | 2025-11-18 | Unknown | Closed |
26 | DeepSeek-V4-Flash Thinking Level · Extra HighTools | 56.90 | 2026-04-24 | 284B | Free Commercial |
27 | DeepSeek-V4-Flash Thinking Level · HighTools | 56.60 | 2026-04-24 | 284B | Free Commercial |
28 |  Doubao Seed 2.0 Pro Thinking EnabledTools | 55.80 | 2026-02 | Unknown | Closed |
29 | Gemini 3.0 Pro (Preview 11-2025) Thinking EnabledTools | 54.20 | 2025-11-18 | Unknown | Closed |
30 | Qwen3.5-397B-A17B Thinking EnabledTools | 52.50 | 2026-02-16 | 39.7B | Free Commercial |
