Llama 4 Scout vs Qwen3 235B 2507 (Reasoning)

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

Quick Verdict

Llama 4 Scout wins overall with a score of 38 vs 31 (7 point difference).Llama 4 Scout wins 4 out of 4 categories.

Knowledge

Llama 4 Scout

Llama 4 Scout

44.8

Qwen3 235B 2507 (Reasoning)

37.8

47
MMLU
40
46
GPQA
39
44
SuperGPQA
37
42
OpenBookQA
35

Coding

Llama 4 Scout

Llama 4 Scout

39

Qwen3 235B 2507 (Reasoning)

32

39
HumanEval
32

Mathematics

Llama 4 Scout

Llama 4 Scout

46

Qwen3 235B 2507 (Reasoning)

39

47
AIME 2023
40
49
AIME 2024
42
48
AIME 2025
41
43
HMMT Feb 2023
36
45
HMMT Feb 2024
38
44
HMMT Feb 2025
37
46
BRUMO 2025
39

Reasoning

Llama 4 Scout

Llama 4 Scout

44

Qwen3 235B 2507 (Reasoning)

37

45
SimpleQA
38
43
MuSR
36

Frequently Asked Questions

Which is better, Llama 4 Scout or Qwen3 235B 2507 (Reasoning)?

Llama 4 Scout scores higher overall with 38 vs 31, a difference of 7 points across all benchmarks.

Which is better for knowledge tasks, Llama 4 Scout or Qwen3 235B 2507 (Reasoning)?

Llama 4 Scout leads in knowledge tasks with an average score of 44.8 vs 37.8.

Which is better for coding, Llama 4 Scout or Qwen3 235B 2507 (Reasoning)?

Llama 4 Scout leads in coding with an average score of 39 vs 32.

Which is better for math, Llama 4 Scout or Qwen3 235B 2507 (Reasoning)?

Llama 4 Scout leads in math with an average score of 46 vs 39.

Which is better for reasoning, Llama 4 Scout or Qwen3 235B 2507 (Reasoning)?

Llama 4 Scout leads in reasoning with an average score of 44 vs 37.