benchlm.ai

Claude Sonnet 4.6 vs Llama 4 Scout

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

Quick Verdict

Claude Sonnet 4.6 wins overall with a score of 80 vs 38 (42 point difference).Claude Sonnet 4.6 wins 4 out of 4 categories.

Claude Sonnet 4.6

CreatorAnthropic
TypeProprietary
Context1M
Score80

Llama 4 Scout

CreatorMeta
TypeOpen Weight
Context32K
Score38

Knowledge

Claude Sonnet 4.6

Claude Sonnet 4.6

96

Llama 4 Scout

44.8

99
MMLU
47
97
GPQA
46
95
SuperGPQA
44
93
OpenBookQA
42

Coding

Claude Sonnet 4.6

Claude Sonnet 4.6

93

Llama 4 Scout

39

93
HumanEval
39

Mathematics

Claude Sonnet 4.6

Claude Sonnet 4.6

97.1

Llama 4 Scout

46

99
AIME 2023
47
99
AIME 2024
49
98
AIME 2025
48
95
HMMT Feb 2023
43
97
HMMT Feb 2024
45
96
HMMT Feb 2025
44
96
BRUMO 2025
46

Reasoning

Claude Sonnet 4.6

Claude Sonnet 4.6

94

Llama 4 Scout

44

95
SimpleQA
45
93
MuSR
43

Frequently Asked Questions

Which is better, Claude Sonnet 4.6 or Llama 4 Scout?

Claude Sonnet 4.6 scores higher overall with 80 vs 38, a difference of 42 points across all benchmarks.

Which is better for knowledge tasks, Claude Sonnet 4.6 or Llama 4 Scout?

Claude Sonnet 4.6 leads in knowledge tasks with an average score of 96 vs 44.8.

Which is better for coding, Claude Sonnet 4.6 or Llama 4 Scout?

Claude Sonnet 4.6 leads in coding with an average score of 93 vs 39.

Which is better for math, Claude Sonnet 4.6 or Llama 4 Scout?

Claude Sonnet 4.6 leads in math with an average score of 97.1 vs 46.

Which is better for reasoning, Claude Sonnet 4.6 or Llama 4 Scout?

Claude Sonnet 4.6 leads in reasoning with an average score of 94 vs 44.

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