Benchmark Domain · %

▲ Higher is better

SWE-bench Leaderboard

All active models in our catalog ranked by verified SWE-bench snapshots. Showing 70 validated models.

Switch Leaderboard Metric:

All Metrics:Elo Code Elo LiveBench SWE-bench GPQA TTFT Speed In $Out $Context

Current #1 Leader for SWE-bench

80%

Claude Fable 5

Anthropic · Proprietary · Frontier tier

seed-bootstrap · Aug 16, 2026 View full model fact sheet

Complete Ranked Roster

Claude Fable 5Anthropic

seed-bootstrap · Aug 16, 2026

80%Current Leader

Claude Opus 5Anthropic

seed-bootstrap · Aug 16, 2026

79.2%vs #1

OpenAI: o3 MiniOpenAI

seed-bootstrap · Aug 1, 2026

78.5%vs #1

Claude Opus 4.8Anthropic

seed-bootstrap · Aug 16, 2026

78.4%vs #1

GPT-5.6 SolOpenAI

seed-bootstrap · Aug 16, 2026

77.6%vs #1

Claude Opus 4.5Anthropic

seed-bootstrap · Aug 1, 2026

76.8%vs #1

GLM-5.3Zhipu

seed-bootstrap · Aug 16, 2026

76.4%vs #1

Claude Opus 4.6Anthropic

seed-bootstrap · Aug 1, 2026

75.9%vs #1

Gemini 3 FlashGoogle

seed-bootstrap · Aug 1, 2026

75.8%vs #1

#10

MiniMax M2.5MiniMaxOpen

seed-bootstrap · Aug 1, 2026

75.8%vs #1

#11

Gemini 3.6 ProGoogle

seed-bootstrap · Aug 16, 2026

74.6%vs #1

#12

Kimi K3Moonshot

seed-bootstrap · Aug 1, 2026

73.8%vs #1

#13

Claude Sonnet 5Anthropic

seed-bootstrap · Aug 16, 2026

73.8%vs #1

#14

Claude Opus 4Anthropic

seed-bootstrap · Aug 1, 2026

72.5%vs #1

#15

Gemini 3 ProGoogle

seed-bootstrap · Aug 1, 2026

72.4%vs #1

#16

Gemini 3.7 FlashGoogle

seed-bootstrap · Aug 16, 2026

72.4%vs #1

#17

DeepSeek V4 ProDeepSeekOpen

seed-bootstrap · Aug 1, 2026

71.6%vs #1

#18

MoonshotAI: Kimi K2.5Moonshot

seed-bootstrap · Aug 1, 2026

71.3%vs #1

#19

DeepSeek V4 FlashDeepSeekOpen

seed-bootstrap · Aug 16, 2026

71.2%vs #1

#20

GPT-4.5 OrionOpenAI

seed-bootstrap · Aug 1, 2026

71%vs #1

#21

Gemini 3.6 FlashGoogle

seed-bootstrap · Aug 16, 2026

70.8%vs #1

#22

GPT-5.6 TerraOpenAI

seed-bootstrap · Aug 16, 2026

70.4%vs #1

#23

Claude 3.7 SonnetAnthropic

seed-bootstrap · Aug 1, 2026

70.3%vs #1

#24

Claude Sonnet 4.5Anthropic

seed-bootstrap · Aug 1, 2026

70.1%vs #1

#25

GLM-5.2ZhipuOpen

seed-bootstrap · Aug 1, 2026

69.3%vs #1

#26

Grok 4.6xAI

seed-bootstrap · Aug 16, 2026

69.1%vs #1

#27

GPT-5OpenAI

seed-bootstrap · Aug 1, 2026

68.4%vs #1

#28

Qwen 3 MaxAlibaba

seed-bootstrap · Aug 1, 2026

67.8%vs #1

#29

Qwen QwQ 32BAlibabaOpen

seed-bootstrap · Aug 1, 2026

67.5%vs #1

#30

Gemini 2.0 Flash ThinkingGoogle

seed-bootstrap · Aug 1, 2026

66.8%vs #1

#31

MoonshotAI: Kimi K2 0711Moonshot

seed-bootstrap · Aug 1, 2026

65.8%vs #1

#32

DeepSeek R1DeepSeekOpen

seed-bootstrap · Aug 1, 2026

65.2%vs #1

#33

Qwen 2.5 Coder 32BAlibabaOpen

seed-bootstrap · Aug 1, 2026

65.2%vs #1

#34

Gemini 2.5 ProGoogle

seed-bootstrap · Aug 1, 2026

63.8%vs #1

#35

Yi-Lightning01.AI

seed-bootstrap · Aug 1, 2026

63.4%vs #1

#36

Seed 2.1 TurboByteDance

seed-bootstrap · Aug 16, 2026

63.2%vs #1

#37

Claude Sonnet 4Anthropic

seed-bootstrap · Aug 1, 2026

62.8%vs #1

#38

Doubao Pro 1.5ByteDance

seed-bootstrap · Aug 1, 2026

62.1%vs #1

#39

GPT-5.6 LunaOpenAI

seed-bootstrap · Aug 16, 2026

61.8%vs #1

#40

DeepSeek Coder V2DeepSeekOpen

seed-bootstrap · Aug 1, 2026

60.5%vs #1

#41

Qwen3 235BAlibabaOpen

seed-bootstrap · Aug 1, 2026

59.4%vs #1

#42

Qwen 2.5 PlusAlibaba

seed-bootstrap · Aug 1, 2026

59.2%vs #1

#43

Qwen3.8 27BAlibabaOpen

seed-bootstrap · Aug 16, 2026

58.8%vs #1

#44

Grok 4xAI

seed-bootstrap · Aug 1, 2026

58.6%vs #1

#45

Llama 3.1 405BMetaOpen

seed-bootstrap · Aug 1, 2026

58.4%vs #1

#46

Claude Haiku 4.5Anthropic

seed-bootstrap · Aug 16, 2026

58.2%vs #1

#47

Llama 4 MaverickMetaOpen

seed-bootstrap · Aug 1, 2026

57.1%vs #1

#48

Ernie 4.5 TurboBaidu

seed-bootstrap · Aug 1, 2026

57%vs #1

#49

OpenAI o1-miniOpenAI

seed-bootstrap · Aug 1, 2026

56.4%vs #1

#50

Mistral Large 3Mistral

seed-bootstrap · Aug 1, 2026

55.4%vs #1

#51

GPT-4oOpenAI

seed-bootstrap · Aug 1, 2026

54.8%vs #1

#52

Yi-Large01.AI

seed-bootstrap · Aug 1, 2026

53.8%vs #1

#53

GPT-5 miniOpenAI

seed-bootstrap · Aug 1, 2026

52.4%vs #1

#54

Llama 4 ScoutMetaOpen

seed-bootstrap · Aug 16, 2026

52.4%vs #1

#55

Codestral 25.01Mistral

seed-bootstrap · Aug 1, 2026

51.8%vs #1

#56

Grok 3xAI

seed-bootstrap · Aug 1, 2026

51.4%vs #1

#57

Kimi Chat 1.5Moonshot

seed-bootstrap · Aug 1, 2026

51%vs #1

#58

Claude 3.5 SonnetAnthropic

seed-bootstrap · Aug 1, 2026

49%vs #1

#59

OpenAI: o1OpenAI

seed-bootstrap · Aug 1, 2026

48.9%vs #1

#60

DeepSeek V3DeepSeekOpen

seed-bootstrap · Aug 1, 2026

48.6%vs #1

#61

Gemini 2.5 FlashGoogle

seed-bootstrap · Aug 1, 2026

48%vs #1

#62

Doubao Lite 1.5ByteDance

seed-bootstrap · Aug 1, 2026

46%vs #1

#63

Llama 3.3 70BMetaOpen

seed-bootstrap · Aug 1, 2026

45.1%vs #1

#64

Command ACohere

seed-bootstrap · Aug 1, 2026

42.6%vs #1

#65

GPT-4o miniOpenAI

seed-bootstrap · Aug 1, 2026

41.2%vs #1

#66

Llama 3.1 70BMetaOpen

seed-bootstrap · Aug 1, 2026

40.2%vs #1

#67

Claude 3 OpusAnthropic

seed-bootstrap · Aug 1, 2026

38.4%vs #1

#68

Gemini 1.5 ProGoogle

seed-bootstrap · Aug 1, 2026

38%vs #1

#69

Claude 3.5 HaikuAnthropic

seed-bootstrap · Aug 1, 2026

36.2%vs #1

#70

GPT-4 TurboOpenAI

seed-bootstrap · Aug 1, 2026

33.2%vs #1