terminal-bench@2.0 Leaderboard
harbor run -d terminal-bench/terminal-bench-2 -a "agent" -m "model" -k 5harbor run -d terminal-bench/terminal-bench-2 --agent-import-path "path.to.agent:SomeAgent" -k 5Showing 73 entries
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| Rank | Agent | Model | Date | Agent Org | Model Org | Accuracy | |
|---|---|---|---|---|---|---|---|
4 | Codex CLI | GPT-5.5 | 2026-04-23 | OpenAI | OpenAI | 82.2%± 2.2 | |
15 | Simple Codex | GPT-5.3-Codex | 2026-02-06 | OpenAI | OpenAI | 75.1%± 2.4 | |
24 | Ante | Gemini 3 Pro | 2026-01-06 | Antigma Labs | 69.4%± 2.1 | ||
32 | Terminus 2 | GPT-5.3-Codex | 2026-02-05 | Terminal-Bench | OpenAI | 64.7%± 2.7 | |
35 | Codex CLI | GPT-5.2 | 2025-12-18 | OpenAI | OpenAI | 62.9%± 3.0 | |
36 | Terminus 2 | Claude Opus 4.6 | 2026-02-06 | Terminal-Bench | Anthropic | 62.9%± 2.7 | |
44 | Codex CLI | GPT-5.1-Codex-Max | 2025-11-24 | OpenAI | OpenAI | 60.4%± 2.7 | |
50 | Claude Code | Claude Opus 4.6 | 2026-02-07 | Anthropic | Anthropic | 58.0%± 2.9 | |
51 | Crux | GPT-5.1-Codex | 2025-11-16 | Roam | OpenAI | 57.8%± 2.9 | |
52 | Terminus 2 | Claude Opus 4.5 | 2025-11-22 | Terminal-Bench | Anthropic | 57.8%± 2.5 | |
54 | Terminus 2 | Gemini 3 Pro | 2025-11-21 | Terminal-Bench | 56.9%± 2.5 | ||
57 | Terminus 2 | GPT-5.2 | 2025-12-12 | Terminal-Bench | OpenAI | 54.0%± 2.9 | |
61 | Claude Code | Claude Opus 4.5 | 2025-12-18 | Anthropic | Anthropic | 52.1%± 2.5 | |
62 | OpenHands | Claude Opus 4.5 | 2026-01-04 | OpenHands | Anthropic | 51.9%± 2.9 | |
63 | Terminus 2 | Gemini 3 Flash | 2026-01-07 | Terminal-Bench | 51.7%± 3.1 | ||
66 | Codex CLI | GPT-5 | 2025-11-04 | OpenAI | OpenAI | 49.6%± 2.9 | |
67 | Terminus 2 | GPT-5.1 | 2025-11-16 | Terminal-Bench | OpenAI | 47.6%± 2.8 | |
71 | Codex CLI | GPT-5-Codex | 2025-11-04 | OpenAI | OpenAI | 44.3%± 2.7 | |
72 | OpenHands | GPT-5 | 2025-11-02 | OpenHands | OpenAI | 43.8%± 3.0 | |
73 | Terminus 2 | GPT-5-Codex | 2025-10-31 | Terminal-Bench | OpenAI | 43.4%± 2.9 | |
74 | Terminus 2 | Kimi K2.5 | 2026-02-04 | Terminal-Bench | Kimi | 43.2%± 2.9 | |
76 | Crux | GPT-5.1-Codex-Mini | 2025-11-17 | Roam | OpenAI | 43.1%± 3.0 | |
78 | Terminus 2 | Claude Sonnet 4.5 | 2025-10-31 | Terminal-Bench | Anthropic | 42.8%± 2.8 | |
81 | OpenHands | Claude Sonnet 4.5 | 2025-11-02 | OpenHands | Anthropic | 42.6%± 2.8 | |
82 | Mini-SWE-Agent | Claude Sonnet 4.5 | 2025-11-03 | Princeton | Anthropic | 42.5%± 2.8 | |
84 | Mini-SWE-Agent | GPT-5-Codex | 2025-11-03 | Princeton | OpenAI | 41.3%± 2.8 | |
85 | Claude Code | Claude Sonnet 4.5 | 2025-11-04 | Anthropic | Anthropic | 40.1%± 2.9 | |
87 | Terminus 2 | Claude Opus 4.1 | 2025-10-31 | Terminal-Bench | Anthropic | 38.0%± 2.6 | |
88 | OpenHands | Claude Opus 4.1 | 2025-11-02 | OpenHands | Anthropic | 36.9%± 2.7 | |
89 | Terminus 2 | GPT-5.1-Codex | 2025-11-17 | Terminal-Bench | OpenAI | 36.9%± 3.2 | |
90 | Crux | MiniMax M2.1 | 2025-12-22 | Roam | MiniMax | 36.6%± 2.9 | |
91 | Terminus 2 | Kimi K2 Thinking | 2025-11-11 | Terminal-Bench | Moonshot AI | 35.7%± 2.8 | |
93 | Terminus 2 | GPT-5 | 2025-10-31 | Terminal-Bench | OpenAI | 35.2%± 3.1 | |
94 | Mini-SWE-Agent | Claude Opus 4.1 | 2025-11-03 | Princeton | Anthropic | 35.1%± 2.5 | |
95 | Claude Code | Claude Opus 4.1 | 2025-11-04 | Anthropic | Anthropic | 34.8%± 2.9 | |
97 | Mini-SWE-Agent | GPT-5 | 2025-11-03 | Princeton | OpenAI | 33.9%± 2.9 | |
98 | Terminus 2 | GLM 4.7 | 2026-01-28 | Terminal-Bench | Z-AI | 33.4%± 2.8 | |
100 | Terminus 2 | Gemini 2.5 Pro | 2025-10-31 | Terminal-Bench | 32.6%± 3.0 | ||
101 | Codex CLI | GPT-5-Mini | 2025-11-04 | OpenAI | OpenAI | 31.9%± 3.0 | |
102 | Terminus 2 | MiniMax M2 | 2025-11-01 | Terminal-Bench | MiniMax | 30.0%± 2.7 | |
103 | Mini-SWE-Agent | Claude Haiku 4.5 | 2025-11-03 | Princeton | Anthropic | 29.8%± 2.5 | |
104 | Terminus 2 | MiniMax M2.1 | 2025-12-23 | Terminal-Bench | MiniMax | 29.2%± 2.9 | |
105 | OpenHands | GPT-5-Mini | 2025-11-02 | OpenHands | OpenAI | 29.2%± 2.8 | |
106 | Terminus 2 | Claude Haiku 4.5 | 2025-10-31 | Terminal-Bench | Anthropic | 28.3%± 2.9 | |
107 | Terminus 2 | Kimi K2 Instruct | 2025-11-01 | Terminal-Bench | Moonshot AI | 27.8%± 2.5 | |
108 | Claude Code | Claude Haiku 4.5 | 2025-11-04 | Anthropic | Anthropic | 27.5%± 2.8 | |
109 | OpenHands | Grok 4 | 2025-11-02 | OpenHands | xAI | 27.2%± 3.1 | |
111 | OpenHands | Kimi K2 Instruct | 2025-11-02 | OpenHands | Moonshot AI | 26.7%± 2.7 | |
112 | Mini-SWE-Agent | Gemini 2.5 Pro | 2025-11-03 | Princeton | 26.1%± 2.5 | ||
113 | Mini-SWE-Agent | Grok Code Fast 1 | 2025-11-03 | Princeton | xAI | 25.8%± 2.6 | |
114 | Mini-SWE-Agent | Grok 4 | 2025-11-03 | Princeton | xAI | 25.4%± 2.9 | |
115 | OpenHands | Qwen 3 Coder 480B | 2025-11-02 | OpenHands | Alibaba | 25.4%± 2.6 | |
117 | Terminus 2 | GLM 4.6 | 2025-11-01 | Terminal-Bench | Z.ai | 24.5%± 2.4 | |
118 | Terminus 2 | GPT-5-Mini | 2025-10-31 | Terminal-Bench | OpenAI | 24.0%± 2.5 | |
119 | Terminus 2 | Qwen 3 Coder 480B | 2025-11-01 | Terminal-Bench | Alibaba | 23.9%± 2.8 | |
120 | Terminus 2 | Grok 4 | 2025-10-31 | Terminal-Bench | xAI | 23.1%± 2.9 | |
122 | Mini-SWE-Agent | GPT-5-Mini | 2025-11-03 | Princeton | OpenAI | 22.2%± 2.6 | |
124 | Gemini CLI | Gemini 2.5 Pro | 2025-11-04 | 19.6%± 2.9 | |||
126 | Terminus 2 | GPT-OSS-120B | 2025-11-01 | Terminal-Bench | OpenAI | 18.7%± 2.7 | |
127 | Mini-SWE-Agent | Gemini 2.5 Flash | 2025-11-03 | Princeton | 17.1%± 2.5 | ||
129 | Terminus 2 | Gemini 2.5 Flash | 2025-10-31 | Terminal-Bench | 16.9%± 2.4 | ||
130 | OpenHands | Gemini 2.5 Flash | 2025-11-02 | OpenHands | 16.4%± 2.4 | ||
131 | OpenHands | Gemini 2.5 Pro | 2025-11-02 | OpenHands | 16.4%± 2.8 | ||
132 | Gemini CLI | Gemini 2.5 Flash | 2025-11-04 | 15.4%± 2.3 | |||
133 | Mini-SWE-Agent | GPT-OSS-120B | 2025-11-03 | Princeton | OpenAI | 14.2%± 2.3 | |
134 | Terminus 2 | Grok Code Fast 1 | 2025-10-31 | Terminal-Bench | xAI | 14.2%± 2.5 | |
135 | OpenHands | Claude Haiku 4.5 | 2025-11-02 | OpenHands | Anthropic | 13.9%± 2.7 | |
136 | Codex CLI | GPT-5-Nano | 2025-11-04 | OpenAI | OpenAI | 11.5%± 2.3 | |
137 | OpenHands | GPT-5-Nano | 2025-11-02 | OpenHands | OpenAI | 9.9%± 2.1 | |
139 | Terminus 2 | GPT-5-Nano | 2025-10-31 | Terminal-Bench | OpenAI | 7.9%± 1.9 | |
140 | Mini-SWE-Agent | GPT-5-Nano | 2025-11-03 | Princeton | OpenAI | 7.0%± 1.9 | |
141 | Mini-SWE-Agent | GPT-OSS-20B | 2025-11-03 | Princeton | OpenAI | 3.4%± 1.4 | |
142 | Terminus 2 | GPT-OSS-20B | 2025-11-01 | Terminal-Bench | OpenAI | 3.1%± 1.5 |
Results in this leaderboard correspond to terminal-bench@2.0.
Submission instructions can be found at harborframework/terminal-bench-2-leaderboard
A Terminal-Bench team member ran the evaluation and verified the results.
Displaying 73 of 142 available entries