Agent

面向工具调用、网页浏览和长流程执行。更新于 07/16 02:55

模型

118 个 · 16 项基准

评分

Arena Agent Bash Recovery

Arena Agent Confirmed Success

Arena Agent Net Improvement

Arena Agent Praise vs Complaint

Arena Agent Steerability

Arena Agent Tool Hallucination

Terminal-Bench 2.1

Artificial Analysis Intelligence Index v4.1

AutomationBench

Agents' Last Exam

Management Consulting Tasks (Internal)

100.0

90.4%

7.5%

10.9%

10.9%

17.6%

17.3%

1.3%

88.8%

58%

84.5%

-

58.9 pts

18.1%

1747.8 pts

52.7%

43.2%

2 Claude Fable 5

98.8

88%

9.4%

17.3%

13.9%

30.6%

12.1%

1.3%

84.3%

61.7%

83.8%

-

59.9 pts

17.4%

1759.6 pts

40.5%

35.5%

3 Claude Opus 4.8

93.9

84.3%

9.9%

8.6%

9.4%

18.0%

10.3%

0.6%

82.7%

59.9%

78.1%

57.9%

55.7 pts

15.5%

1600.1 pts

45.2%

31.6%

93.5

84.4%

14.5%

6.9%

8.3%

13.6%

6.7%

1.3%

85.6%

55.6%

81.8%

52.2%

54.8 pts

12.9%

1493.7 pts

46.9%

31.3%

5 GPT-5.6 Terra

93.2

87.5%

-

-

-

-

-

-

87.4%

53.1%

81.8%

-

55 pts

15.2%

1593 pts

50.4%

37.2%

92.5

90.1%

-

-

-

-

-

-

-

-

-

57.2%

-

-

-

-

-

91.6

89.3%

-

-

-

-

-

-

-

-

-

58.7%

-

-

-

-

-

8 Claude Opus 4.7

90.8

79.3%

11.7%

5.5%

8.2%

13.7%

9.2%

1.3%

78.9%

-

73.1%

54.7%

-

-

-

-

-

90.2

-

9.7%

6.9%

5.0%

6.1%

0.9%

1.3%

83.3%

-

-

-

-

-

-

-

-

10 Claude Sonnet 5

89.5

-

9.6%

10.3%

8.0%

13.9%

4.9%

1.2%

-

-

-

-

-

-

-

-

-

89.1

-

5.2%

9.1%

6.9%

15.4%

4.1%

1.3%

-

48.2%

-

54.7%

-

-

-

-

-

88.1

86.2%

-

-

-

-

-

-

71%

50.6%

-

55.7%

-

-

-

-

-

13 Claude Opus 4.6

87.9

84%

11.8%

3.5%

6.5%

9.4%

6.7%

1.3%

-

47.2%

66.6%

53.1%

-

-

-

-

-

87.2

82.7%

11.3%

6.6%

6.7%

6.1%

8.0%

1.3%

-

54.6%

79%

52.1%

-

-

-

-

-

15 GPT-5.6 Luna

86.9

83.3%

-

-

-

-

-

-

84.7%

53.4%

77.9%

-

51.2 pts

14.9%

1591.8 pts

50.3%

35.4%

86.8

84.2%

-

-

-

-

-

-

-

48.5%

-

53.2%

-

-

-

-

-

17 Muse Spark 1.1

83.9

-

4.0%

2.1%

0.2%

0.6%

-7.2%

1.3%

80%

-

-

-

-

-

-

-

-

18 Kimi-K2.7-Code

83.5

-

-0.2%

4.5%

-0.8%

1.4%

-1.6%

1.3%

-

-

-

-

-

-

-

-

-

81.9

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

20 Claude Sonnet 4.6

81.7

74.7%

11.6%

-0.9%

2.2%

-0.8%

1.3%

1.3%

-

-

-

-

-

-

-

-

-

81.1

83.2%

-1.8%

2.4%

-1.8%

-0.2%

-4.1%

1.3%

-

50%

-

54%

-

-

-

-

-

81.0

79.9%

-

-

-

-

-

-

70.8%

-

-

-

-

-

-

-

-

81.0

83.5%

6.3%

-2.1%

-2.3%

-7.2%

-5.1%

1.3%

-

-

-

-

-

-

-

-

-

24 Seed2.1 Turbo

80.9

-

-

-

-

-

-

-

67.6%

-

-

-

-

-

-

-

-

低高

单一有效来源基准按 0.5 权重计入，Arena.ai 除外；最高模型归一化为 100