SciCode

Opus 5.5

Opus 5.5Max

57.4%

Fable 5.1

Fable 5.1Max

54.6%

Fable 5

Fable 5Max

52.6%

Sonnet 5.5

Sonnet 5.5Max

51.2%

GPT-6 Astra

GPT-6 AstraxHigh

49.3%

Opus 5

Opus 5Max

48.1%

GPT-5.6 Sol

GPT-5.6 SolxHigh

47.8%

Opus 4.8

Opus 4.8Max

47.6%

Muse Wonder 1.0

Muse Wonder 1.0Max

47.4%

GPT-5.4

GPT-5.4xHigh

47.3%

Opus 4.7

Opus 4.7Max

47.1%

Kimi K3

Kimi K3Max

46.9%

Muse Spark Open

Muse Spark OpenxHigh

46.9%

Gemini 3.8 Flash

Gemini 3.8 FlashHigh

46.6%

GPT-6.1 Sol

GPT-6.1 SolMax

46.5%

GPT-6 Luna

GPT-6 LunaMax

46.0%

GPT-6 Sol

GPT-6 SolMax

45.8%

Grok 4.6

Grok 4.6xHigh

45.6%

Gemini 3.1 Pro

Gemini 3.1 ProHigh

45.4%

GPT-5.5

GPT-5.5xHigh

45.4%

Grok 4.5

Grok 4.5High

45.2%

Gemini 3.6 Flash

Gemini 3.6 FlashHigh

44.6%

GPT-5.6 Terra

GPT-5.6 TerraMax

44.1%

Gemini 3.5 Flash

Gemini 3.5 FlashHigh

43.3%

DeepSeek-V4.1-Flash

DeepSeek-V4.1-FlashMax

43.1%

Qwen3.8-Max

Qwen3.8-MaxxHigh

42.3%

GPT-5.6 Luna

GPT-5.6 LunaMax

42.3%

Haiku 5.5

Haiku 5.5Max

41.8%

DeepSeek-V4-Flash

DeepSeek-V4-FlashMax

41.8%

GLM-5.2

GLM-5.2Max

41.3%

Beam

BeamMax

41.2%

DeepSeek-V4-Pro

DeepSeek-V4-ProMax

40.8%

Gemma 4 31B

Gemma 4 31B

39.5%

MiniMax-M3

MiniMax-M3High

39.1%

Inkling

InklingHigh

38.8%

Sonnet 4.6

Sonnet 4.6High

37.6%

Kimi K2.7 Code

Kimi K2.7 CodeHigh

37.5%

MiniMax-M2.7

MiniMax-M2.7High

35.3%

Kimi K2

Kimi K2High • Thinking

34.9%

DeepSeek-V3.2

DeepSeek-V3.2

34.1%

GPT-OSS-120B

GPT-OSS-120BHigh

31.4%

20%

30%

40%

50%

60%

70%

80%