benchlm.ai

Claude 4 Sonnet vs Llama 4 Scout

Side-by-side benchmark comparison across knowledge, coding, math, and reasoning.

Quick Verdict

Claude 4 Sonnet wins overall with a score of 59 vs 38 (21 point difference).Claude 4 Sonnet wins 4 out of 4 categories.

Claude 4 Sonnet

CreatorAnthropic
TypeProprietary
Context200K
Score59

Llama 4 Scout

CreatorMeta
TypeOpen Weight
Context32K
Score38

Knowledge

Claude 4 Sonnet

Claude 4 Sonnet

71.5

Llama 4 Scout

44.8

73
MMLU
47
73
GPQA
46
71
SuperGPQA
44
69
OpenBookQA
42

Coding

Claude 4 Sonnet

Claude 4 Sonnet

65

Llama 4 Scout

39

65
HumanEval
39

Mathematics

Claude 4 Sonnet

Claude 4 Sonnet

72

Llama 4 Scout

46

73
AIME 2023
47
75
AIME 2024
49
74
AIME 2025
48
69
HMMT Feb 2023
43
71
HMMT Feb 2024
45
70
HMMT Feb 2025
44
72
BRUMO 2025
46

Reasoning

Claude 4 Sonnet

Claude 4 Sonnet

70

Llama 4 Scout

44

71
SimpleQA
45
69
MuSR
43

Frequently Asked Questions

Which is better, Claude 4 Sonnet or Llama 4 Scout?

Claude 4 Sonnet scores higher overall with 59 vs 38, a difference of 21 points across all benchmarks.

Which is better for knowledge tasks, Claude 4 Sonnet or Llama 4 Scout?

Claude 4 Sonnet leads in knowledge tasks with an average score of 71.5 vs 44.8.

Which is better for coding, Claude 4 Sonnet or Llama 4 Scout?

Claude 4 Sonnet leads in coding with an average score of 65 vs 39.

Which is better for math, Claude 4 Sonnet or Llama 4 Scout?

Claude 4 Sonnet leads in math with an average score of 72 vs 46.

Which is better for reasoning, Claude 4 Sonnet or Llama 4 Scout?

Claude 4 Sonnet leads in reasoning with an average score of 70 vs 44.

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