Llama 3.1 405B vs Qwen2.5-VL-32B

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

Quick Verdict

Llama 3.1 405B wins overall with a score of 58 vs 34 (24 point difference).Llama 3.1 405B wins 4 out of 4 categories.

Knowledge

Llama 3.1 405B

Llama 3.1 405B

68.5

Qwen2.5-VL-32B

40.8

70
MMLU
43
70
GPQA
42
68
SuperGPQA
40
66
OpenBookQA
38

Coding

Llama 3.1 405B

Llama 3.1 405B

62

Qwen2.5-VL-32B

35

62
HumanEval
35

Mathematics

Llama 3.1 405B

Llama 3.1 405B

69

Qwen2.5-VL-32B

42

70
AIME 2023
43
72
AIME 2024
45
71
AIME 2025
44
66
HMMT Feb 2023
39
68
HMMT Feb 2024
41
67
HMMT Feb 2025
40
69
BRUMO 2025
42

Reasoning

Llama 3.1 405B

Llama 3.1 405B

67

Qwen2.5-VL-32B

40

68
SimpleQA
41
66
MuSR
39

Frequently Asked Questions

Which is better, Llama 3.1 405B or Qwen2.5-VL-32B?

Llama 3.1 405B scores higher overall with 58 vs 34, a difference of 24 points across all benchmarks.

Which is better for knowledge tasks, Llama 3.1 405B or Qwen2.5-VL-32B?

Llama 3.1 405B leads in knowledge tasks with an average score of 68.5 vs 40.8.

Which is better for coding, Llama 3.1 405B or Qwen2.5-VL-32B?

Llama 3.1 405B leads in coding with an average score of 62 vs 35.

Which is better for math, Llama 3.1 405B or Qwen2.5-VL-32B?

Llama 3.1 405B leads in math with an average score of 69 vs 42.

Which is better for reasoning, Llama 3.1 405B or Qwen2.5-VL-32B?

Llama 3.1 405B leads in reasoning with an average score of 67 vs 40.