benchlm.ai

Llama 4 Scout vs Nemotron 3 Ultra 500B

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

Quick Verdict

Nemotron 3 Ultra 500B wins overall with a score of 60 vs 38 (22 point difference).Nemotron 3 Ultra 500B wins 4 out of 4 categories.

Llama 4 Scout

CreatorMeta
TypeOpen Weight
Context32K
Score38

Nemotron 3 Ultra 500B

CreatorNVIDIA
TypeOpen Weight
Context32K
Score60

Knowledge

Nemotron 3 Ultra 500B

Llama 4 Scout

44.8

Nemotron 3 Ultra 500B

71.8

47
MMLU
74
46
GPQA
73
44
SuperGPQA
71
42
OpenBookQA
69

Coding

Nemotron 3 Ultra 500B

Llama 4 Scout

39

Nemotron 3 Ultra 500B

66

39
HumanEval
66

Mathematics

Nemotron 3 Ultra 500B

Llama 4 Scout

46

Nemotron 3 Ultra 500B

73

47
AIME 2023
74
49
AIME 2024
76
48
AIME 2025
75
43
HMMT Feb 2023
70
45
HMMT Feb 2024
72
44
HMMT Feb 2025
71
46
BRUMO 2025
73

Reasoning

Nemotron 3 Ultra 500B

Llama 4 Scout

44

Nemotron 3 Ultra 500B

70

45
SimpleQA
71
43
MuSR
69

Frequently Asked Questions

Which is better, Llama 4 Scout or Nemotron 3 Ultra 500B?

Nemotron 3 Ultra 500B scores higher overall with 60 vs 38, a difference of 22 points across all benchmarks.

Which is better for knowledge tasks, Llama 4 Scout or Nemotron 3 Ultra 500B?

Nemotron 3 Ultra 500B leads in knowledge tasks with an average score of 71.8 vs 44.8.

Which is better for coding, Llama 4 Scout or Nemotron 3 Ultra 500B?

Nemotron 3 Ultra 500B leads in coding with an average score of 66 vs 39.

Which is better for math, Llama 4 Scout or Nemotron 3 Ultra 500B?

Nemotron 3 Ultra 500B leads in math with an average score of 73 vs 46.

Which is better for reasoning, Llama 4 Scout or Nemotron 3 Ultra 500B?

Nemotron 3 Ultra 500B leads in reasoning with an average score of 70 vs 44.

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