benchlm.ai

Llama 4 Scout vs Z-1

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

Quick Verdict

Z-1 wins overall with a score of 43 vs 38 (5 point difference).Z-1 wins 4 out of 4 categories.

Llama 4 Scout

CreatorMeta
TypeOpen Weight
Context32K
Score38

Z-1

CreatorZ
TypeProprietary
Context128K
Score43

Knowledge

Z-1

Llama 4 Scout

44.8

Z-1

49.8

47
MMLU
52
46
GPQA
51
44
SuperGPQA
49
42
OpenBookQA
47

Coding

Z-1

Llama 4 Scout

39

Z-1

44

39
HumanEval
44

Mathematics

Z-1

Llama 4 Scout

46

Z-1

51

47
AIME 2023
52
49
AIME 2024
54
48
AIME 2025
53
43
HMMT Feb 2023
48
45
HMMT Feb 2024
50
44
HMMT Feb 2025
49
46
BRUMO 2025
51

Reasoning

Z-1

Llama 4 Scout

44

Z-1

49

45
SimpleQA
50
43
MuSR
48

Frequently Asked Questions

Which is better, Llama 4 Scout or Z-1?

Z-1 scores higher overall with 43 vs 38, a difference of 5 points across all benchmarks.

Which is better for knowledge tasks, Llama 4 Scout or Z-1?

Z-1 leads in knowledge tasks with an average score of 49.8 vs 44.8.

Which is better for coding, Llama 4 Scout or Z-1?

Z-1 leads in coding with an average score of 44 vs 39.

Which is better for math, Llama 4 Scout or Z-1?

Z-1 leads in math with an average score of 51 vs 46.

Which is better for reasoning, Llama 4 Scout or Z-1?

Z-1 leads in reasoning with an average score of 49 vs 44.

Related Comparisons

Llama 4 Scout vs GPT-5.4Llama 4 Scout vs Gemini 3.1 ProLlama 4 Scout vs Claude Opus 4.6Llama 4 Scout vs GPT-5.3 CodexLlama 4 Scout vs Grok 4.1Llama 4 Scout vs GPT-5.2