DeepSeek V3.1 (Reasoning) vs Llama 4 Behemoth

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

Quick Verdict

Llama 4 Behemoth wins overall with a score of 39 vs 25 (14 point difference).Llama 4 Behemoth wins 4 out of 4 categories.

Knowledge

Llama 4 Behemoth

DeepSeek V3.1 (Reasoning)

31.8

Llama 4 Behemoth

45.8

34
MMLU
48
33
GPQA
47
31
SuperGPQA
45
29
OpenBookQA
43

Coding

Llama 4 Behemoth

DeepSeek V3.1 (Reasoning)

26

Llama 4 Behemoth

40

26
HumanEval
40

Mathematics

Llama 4 Behemoth

DeepSeek V3.1 (Reasoning)

33

Llama 4 Behemoth

47

34
AIME 2023
48
36
AIME 2024
50
35
AIME 2025
49
30
HMMT Feb 2023
44
32
HMMT Feb 2024
46
31
HMMT Feb 2025
45
33
BRUMO 2025
47

Reasoning

Llama 4 Behemoth

DeepSeek V3.1 (Reasoning)

31

Llama 4 Behemoth

45

32
SimpleQA
46
30
MuSR
44

Frequently Asked Questions

Which is better, DeepSeek V3.1 (Reasoning) or Llama 4 Behemoth?

Llama 4 Behemoth scores higher overall with 39 vs 25, a difference of 14 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.1 (Reasoning) or Llama 4 Behemoth?

Llama 4 Behemoth leads in knowledge tasks with an average score of 45.8 vs 31.8.

Which is better for coding, DeepSeek V3.1 (Reasoning) or Llama 4 Behemoth?

Llama 4 Behemoth leads in coding with an average score of 40 vs 26.

Which is better for math, DeepSeek V3.1 (Reasoning) or Llama 4 Behemoth?

Llama 4 Behemoth leads in math with an average score of 47 vs 33.

Which is better for reasoning, DeepSeek V3.1 (Reasoning) or Llama 4 Behemoth?

Llama 4 Behemoth leads in reasoning with an average score of 45 vs 31.