DeepSeek V3.1 vs Llama 4 Scout

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

Quick Verdict

Llama 4 Scout wins overall with a score of 38 vs 24 (14 point difference).Llama 4 Scout wins 4 out of 4 categories.

Knowledge

Llama 4 Scout

DeepSeek V3.1

30.8

Llama 4 Scout

44.8

33
MMLU
47
32
GPQA
46
30
SuperGPQA
44
28
OpenBookQA
42

Coding

Llama 4 Scout

DeepSeek V3.1

25

Llama 4 Scout

39

25
HumanEval
39

Mathematics

Llama 4 Scout

DeepSeek V3.1

32

Llama 4 Scout

46

33
AIME 2023
47
35
AIME 2024
49
34
AIME 2025
48
29
HMMT Feb 2023
43
31
HMMT Feb 2024
45
30
HMMT Feb 2025
44
32
BRUMO 2025
46

Reasoning

Llama 4 Scout

DeepSeek V3.1

30

Llama 4 Scout

44

31
SimpleQA
45
29
MuSR
43

Frequently Asked Questions

Which is better, DeepSeek V3.1 or Llama 4 Scout?

Llama 4 Scout scores higher overall with 38 vs 24, a difference of 14 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.1 or Llama 4 Scout?

Llama 4 Scout leads in knowledge tasks with an average score of 44.8 vs 30.8.

Which is better for coding, DeepSeek V3.1 or Llama 4 Scout?

Llama 4 Scout leads in coding with an average score of 39 vs 25.

Which is better for math, DeepSeek V3.1 or Llama 4 Scout?

Llama 4 Scout leads in math with an average score of 46 vs 32.

Which is better for reasoning, DeepSeek V3.1 or Llama 4 Scout?

Llama 4 Scout leads in reasoning with an average score of 44 vs 30.