DeepSeek V3.2 vs Moonshot v1

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

Quick Verdict

DeepSeek V3.2 wins overall with a score of 66 vs 44 (22 point difference).DeepSeek V3.2 wins 4 out of 4 categories.

Knowledge

DeepSeek V3.2

DeepSeek V3.2

81.8

Moonshot v1

50.8

84
MMLU
53
83
GPQA
52
81
SuperGPQA
50
79
OpenBookQA
48

Coding

DeepSeek V3.2

DeepSeek V3.2

76

Moonshot v1

45

76
HumanEval
45

Mathematics

DeepSeek V3.2

DeepSeek V3.2

83

Moonshot v1

52

84
AIME 2023
53
86
AIME 2024
55
85
AIME 2025
54
80
HMMT Feb 2023
49
82
HMMT Feb 2024
51
81
HMMT Feb 2025
50
83
BRUMO 2025
52

Reasoning

DeepSeek V3.2

DeepSeek V3.2

80

Moonshot v1

50

81
SimpleQA
51
79
MuSR
49

Frequently Asked Questions

Which is better, DeepSeek V3.2 or Moonshot v1?

DeepSeek V3.2 scores higher overall with 66 vs 44, a difference of 22 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek V3.2 or Moonshot v1?

DeepSeek V3.2 leads in knowledge tasks with an average score of 81.8 vs 50.8.

Which is better for coding, DeepSeek V3.2 or Moonshot v1?

DeepSeek V3.2 leads in coding with an average score of 76 vs 45.

Which is better for math, DeepSeek V3.2 or Moonshot v1?

DeepSeek V3.2 leads in math with an average score of 83 vs 52.

Which is better for reasoning, DeepSeek V3.2 or Moonshot v1?

DeepSeek V3.2 leads in reasoning with an average score of 80 vs 50.