terminal-bench@2.0 Leaderboard

Note: submissions may not modify timeouts or resources
harbor run -d terminal-bench@2.0 -a "agent" -m "model" -k 5
Note: submissions may not modify timeouts or resources
harbor run -d terminal-bench@2.0 --agent-import-path "path.to.agent:SomeAgent" -k 5

Showing 87 entries

RankAgentModelDateAgent OrgModel Org

Accuracy

1
DroidGPT-5.22025-12-24FactoryOpenAI

64.9%± 2.8

2
AnteGemini 3 Pro2026-01-06Antigma LabsGoogle

64.7%± 2.7

3
Junie CLIGemini 3 Flash2025-12-23JetBrainsGoogle

64.3%± 2.8

4
DroidClaude Opus 4.52025-12-11FactoryAnthropic

63.1%± 2.7

5
Codex CLIGPT-5.22025-12-18OpenAIOpenAI

62.9%± 3.0

6
II-AgentGemini 3 Pro2025-12-23Intelligent InternetGoogle

61.8%± 2.8

7
WarpMultiple2025-12-12WarpMultiple

61.2%± 3.0

8
DroidGemini 3 Pro2025-12-24FactoryGoogle

61.1%± 2.8

9
Codex CLIGPT-5.1-Codex-Max2025-11-24OpenAIOpenAI

60.4%± 2.7

10
Letta CodeClaude Opus 4.52025-12-17LettaAnthropic

59.1%± 2.4

11
WarpMultiple2025-11-20WarpMultiple

59.1%± 2.8

12
Abacus AI DesktopMultiple2025-12-11Abacus.AIMultiple

58.4%± 2.8

13
Terminus 2Claude Opus 4.52025-11-22StanfordAnthropic

57.8%± 2.5

14
Codex CLIGPT-5.1-Codex2025-11-16OpenAIOpenAI

57.8%± 2.9

15
Terminus 2Gemini 3 Pro2025-11-21StanfordGoogle

56.9%± 2.5

16
Letta CodeGemini 3 Pro2025-12-17LettaGoogle

56.0%± 3.0

17
GooseClaude Opus 4.52025-12-11BlockAnthropic

54.3%± 2.6

18
Terminus 2GPT-5.22025-12-12StanfordOpenAI

54.0%± 2.9

19
Letta CodeGPT-5.1-Codex2025-12-17LettaOpenAI

53.5%± 2.8

20
Claude CodeClaude Opus 4.52025-12-18AnthropicAnthropic

52.1%± 2.5

21
OpenHandsClaude Opus 4.52026-01-04OpenHandsAnthropic

51.9%± 2.9

22
OpenCodeClaude Opus 4.52026-01-12Anomaly InnovationsAnthropic

51.7%± N/A

23
Terminus 2Gemini 3 Flash2026-01-07StanfordGoogle

51.7%± 3.1

24
Gemini CLIGemini 3 Flash2025-12-23GoogleGoogle

51.0%± 3.0

25
WarpMultiple2025-11-11WarpMultiple

50.1%± 2.7

26
Codex CLIGPT-52025-11-04OpenAIOpenAI

49.6%± 2.9

27
Terminus 2GPT-5.12025-11-16StanfordOpenAI

47.6%± 2.8

28
CAMEL-AIClaude Sonnet 4.52025-12-24CAMEL-AIAnthropic

46.5%± 2.4

29
Codex CLIGPT-5-Codex2025-11-04OpenAIOpenAI

44.3%± 2.7

30
OpenHandsGPT-52025-11-02OpenHandsOpenAI

43.8%± 3.0

31
Terminus 2GPT-5-Codex2025-10-31StanfordOpenAI

43.4%± 2.9

32
GooseClaude Sonnet 4.52025-12-11BlockAnthropic

43.1%± 2.6

33
Codex CLIGPT-5.1-Codex-Mini2025-11-17OpenAIOpenAI

43.1%± 3.0

34
Terminus 2Claude Sonnet 4.52025-10-31StanfordAnthropic

42.8%± 2.8

35
MAYAClaude 4.5 Sonnet2026-01-04ADYAAnthropic

42.7%± N/A

36
OpenHandsClaude Sonnet 4.52025-11-02OpenHandsAnthropic

42.6%± 2.8

37
Mini-SWE-AgentClaude Sonnet 4.52025-11-03PrincetonAnthropic

42.5%± 2.8

38
Mini-SWE-AgentGPT-5-Codex2025-11-03PrincetonOpenAI

41.3%± 2.8

39
Claude CodeClaude Sonnet 4.52025-11-04AnthropicAnthropic

40.1%± 2.9

40
Terminus 2Claude Opus 4.12025-10-31StanfordAnthropic

38.0%± 2.6

41
Terminus 2GPT-5.1-Codex2025-11-17StanfordOpenAI

36.9%± 3.2

42
OpenHandsClaude Opus 4.12025-11-02OpenHandsAnthropic

36.9%± 2.7

43
Claude CodeMiniMax2025-12-22AnthropicMiniMax-M2.1

36.6%± 2.9

44
Terminus 2Kimi K2 Thinking2025-11-11StanfordMoonshot AI

35.7%± 2.8

45
GooseClaude Haiku 4.52025-12-11BlockAnthropic

35.5%± 2.9

46
Terminus 2GPT-52025-10-31StanfordOpenAI

35.2%± 3.1

47
Mini-SWE-AgentClaude Opus 4.12025-11-03PrincetonAnthropic

35.1%± 2.5

48
spoox-mGPT-5-Mini2025-12-24TUMOpenAI

34.8%± 2.7

49
Claude CodeClaude Opus 4.12025-11-04AnthropicAnthropic

34.8%± 2.9

50
Mini-SWE-AgentGPT-52025-11-03PrincetonOpenAI

33.9%± 2.9

51
Terminus 2Gemini 2.5 Pro2025-10-31StanfordGoogle

32.6%± 3.0

52
Codex CLIGPT-5-Mini2025-11-04OpenAIOpenAI

31.9%± 3.0

53
Terminus 2MiniMax M22025-11-01StanfordMiniMax

30.0%± 2.7

54
Mini-SWE-AgentClaude Haiku 4.52025-11-03PrincetonAnthropic

29.8%± 2.5

55
Terminus 2MiniMax2025-12-23StanfordMiniMax-M2.1

29.2%± 2.9

56
OpenHandsGPT-5-Mini2025-11-02OpenHandsOpenAI

29.2%± 2.8

57
Terminus 2Claude Haiku 4.52025-10-31StanfordAnthropic

28.3%± 2.9

58
Terminus 2Kimi K2 Instruct2025-11-01StanfordMoonshot AI

27.8%± 2.5

59
Claude CodeClaude Haiku 4.52025-11-04AnthropicAnthropic

27.5%± 2.8

60
Dakou AgentQwen 3 Coder 480B2025-12-28iflowAlibaba

27.2%± 2.6

61
OpenHandsGrok 42025-11-02OpenHandsxAI

27.2%± 3.1

62
OpenHandsKimi K2 Instruct2025-11-02OpenHandsMoonshot AI

26.7%± 2.7

63
Mini-SWE-AgentGemini 2.5 Pro2025-11-03PrincetonGoogle

26.1%± 2.5

64
Mini-SWE-AgentGrok Code Fast 12025-11-03PrincetonxAI

25.8%± 2.6

65
OpenHandsQwen 3 Coder 480B2025-11-02OpenHandsAlibaba

25.4%± 2.6

66
Mini-SWE-AgentGrok 42025-11-03PrincetonxAI

25.4%± 2.9

67
Terminus 2GLM 4.62025-11-01StanfordZ.ai

24.5%± 2.4

68
Terminus 2GPT-5-Mini2025-10-31StanfordOpenAI

24.0%± 2.5

69
Terminus 2Qwen 3 Coder 480B2025-11-01StanfordAlibaba

23.9%± 2.8

70
Terminus 2Grok 42025-10-31StanfordxAI

23.1%± 2.9

71
Mini-SWE-AgentGPT-5-Mini2025-11-03PrincetonOpenAI

22.2%± 2.6

72
Gemini CLIGemini 2.5 Pro2025-11-04GoogleGoogle

19.6%± 2.9

73
Terminus 2GPT-OSS-120B2025-11-01StanfordOpenAI

18.7%± 2.7

74
Mini-SWE-AgentGemini 2.5 Flash2025-11-03PrincetonGoogle

17.1%± 2.5

75
Terminus 2Gemini 2.5 Flash2025-10-31StanfordGoogle

16.9%± 2.4

76
OpenHandsGemini 2.5 Pro2025-11-02OpenHandsGoogle

16.4%± 2.8

77
OpenHandsGemini 2.5 Flash2025-11-02OpenHandsGoogle

16.4%± 2.4

78
Gemini CLIGemini 2.5 Flash2025-11-04GoogleGoogle

15.4%± 2.3

79
Mini-SWE-AgentGPT-OSS-120B2025-11-03PrincetonOpenAI

14.2%± 2.3

80
Terminus 2Grok Code Fast 12025-10-31StanfordxAI

14.2%± 2.5

81
OpenHandsClaude Haiku 4.52025-11-02OpenHandsAnthropic

13.9%± 2.7

82
Codex CLIGPT-5-Nano2025-11-04OpenAIOpenAI

11.5%± 2.3

83
OpenHandsGPT-5-Nano2025-11-02OpenHandsOpenAI

9.9%± 2.1

84
Terminus 2GPT-5-Nano2025-10-31StanfordOpenAI

7.9%± 1.9

85
Mini-SWE-AgentGPT-5-Nano2025-11-03PrincetonOpenAI

7.0%± 1.9

86
Mini-SWE-AgentGPT-OSS-20B2025-11-03PrincetonOpenAI

3.4%± 1.4

87
Terminus 2GPT-OSS-20B2025-11-01StanfordOpenAI

3.1%± 1.5

Results in this leaderboard correspond to terminal-bench@2.0.

Send us an email to submit your agents' results: alex@laude.org mikeam@cs.stanford.edu

A Terminal-Bench team member ran the evaluation and verified the results.

Displaying 87 of 87 available entries