benchlm.ai

Llama 4 Scout vs o4-mini (high)

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

Quick Verdict

o4-mini (high) wins overall with a score of 65 vs 38 (27 point difference).o4-mini (high) wins 4 out of 4 categories.

Llama 4 Scout

CreatorMeta
TypeOpen Weight
Context32K
Score38

o4-mini (high)

CreatorOpenAI
TypeProprietary
Context200K
Score65

Knowledge

o4-mini (high)

Llama 4 Scout

44.8

o4-mini (high)

80.5

47
MMLU
82
46
GPQA
82
44
SuperGPQA
80
42
OpenBookQA
78

Coding

o4-mini (high)

Llama 4 Scout

39

o4-mini (high)

74

39
HumanEval
74

Mathematics

o4-mini (high)

Llama 4 Scout

46

o4-mini (high)

82

47
AIME 2023
83
49
AIME 2024
85
48
AIME 2025
84
43
HMMT Feb 2023
79
45
HMMT Feb 2024
81
44
HMMT Feb 2025
80
46
BRUMO 2025
82

Reasoning

o4-mini (high)

Llama 4 Scout

44

o4-mini (high)

79

45
SimpleQA
80
43
MuSR
78

Frequently Asked Questions

Which is better, Llama 4 Scout or o4-mini (high)?

o4-mini (high) scores higher overall with 65 vs 38, a difference of 27 points across all benchmarks.

Which is better for knowledge tasks, Llama 4 Scout or o4-mini (high)?

o4-mini (high) leads in knowledge tasks with an average score of 80.5 vs 44.8.

Which is better for coding, Llama 4 Scout or o4-mini (high)?

o4-mini (high) leads in coding with an average score of 74 vs 39.

Which is better for math, Llama 4 Scout or o4-mini (high)?

o4-mini (high) leads in math with an average score of 82 vs 46.

Which is better for reasoning, Llama 4 Scout or o4-mini (high)?

o4-mini (high) leads in reasoning with an average score of 79 vs 44.

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