DeepSeek LLM 2.0 vs DeepSeek V3.2

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

Quick Verdict

DeepSeek V3.2 wins overall with a score of 66 vs 63 (3 point difference).DeepSeek V3.2 wins 4 out of 4 categories.

Knowledge

DeepSeek V3.2

DeepSeek LLM 2.0

76.8

DeepSeek V3.2

81.8

79
MMLU
84
78
GPQA
83
76
SuperGPQA
81
74
OpenBookQA
79

Coding

DeepSeek V3.2

DeepSeek LLM 2.0

73

DeepSeek V3.2

76

73
HumanEval
76

Mathematics

DeepSeek V3.2

DeepSeek LLM 2.0

79

DeepSeek V3.2

83

80
AIME 2023
84
82
AIME 2024
86
81
AIME 2025
85
76
HMMT Feb 2023
80
78
HMMT Feb 2024
82
77
HMMT Feb 2025
81
79
BRUMO 2025
83

Reasoning

DeepSeek V3.2

DeepSeek LLM 2.0

76

DeepSeek V3.2

80

77
SimpleQA
81
75
MuSR
79

Frequently Asked Questions

Which is better, DeepSeek LLM 2.0 or DeepSeek V3.2?

DeepSeek V3.2 scores higher overall with 66 vs 63, a difference of 3 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek LLM 2.0 or DeepSeek V3.2?

DeepSeek V3.2 leads in knowledge tasks with an average score of 81.8 vs 76.8.

Which is better for coding, DeepSeek LLM 2.0 or DeepSeek V3.2?

DeepSeek V3.2 leads in coding with an average score of 76 vs 73.

Which is better for math, DeepSeek LLM 2.0 or DeepSeek V3.2?

DeepSeek V3.2 leads in math with an average score of 83 vs 79.

Which is better for reasoning, DeepSeek LLM 2.0 or DeepSeek V3.2?

DeepSeek V3.2 leads in reasoning with an average score of 80 vs 76.