benchlm.ai

Llama 4 Scout vs o1-preview

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

Quick Verdict

o1-preview wins overall with a score of 71 vs 38 (33 point difference).o1-preview wins 4 out of 4 categories.

Llama 4 Scout

CreatorMeta
TypeOpen Weight
Context32K
Score38

o1-preview

CreatorOpenAI
TypeProprietary
Context200K
Score71

Knowledge

o1-preview

Llama 4 Scout

44.8

o1-preview

89

47
MMLU
92
46
GPQA
90
44
SuperGPQA
88
42
OpenBookQA
86

Coding

o1-preview

Llama 4 Scout

39

o1-preview

86

39
HumanEval
86

Mathematics

o1-preview

Llama 4 Scout

46

o1-preview

93

47
AIME 2023
94
49
AIME 2024
96
48
AIME 2025
95
43
HMMT Feb 2023
90
45
HMMT Feb 2024
92
44
HMMT Feb 2025
91
46
BRUMO 2025
93

Reasoning

o1-preview

Llama 4 Scout

44

o1-preview

87

45
SimpleQA
88
43
MuSR
86

Frequently Asked Questions

Which is better, Llama 4 Scout or o1-preview?

o1-preview scores higher overall with 71 vs 38, a difference of 33 points across all benchmarks.

Which is better for knowledge tasks, Llama 4 Scout or o1-preview?

o1-preview leads in knowledge tasks with an average score of 89 vs 44.8.

Which is better for coding, Llama 4 Scout or o1-preview?

o1-preview leads in coding with an average score of 86 vs 39.

Which is better for math, Llama 4 Scout or o1-preview?

o1-preview leads in math with an average score of 93 vs 46.

Which is better for reasoning, Llama 4 Scout or o1-preview?

o1-preview leads in reasoning with an average score of 87 vs 44.

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