DeepSeek Coder 2.0 vs DeepSeek V3.2 (Thinking)

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

Quick Verdict

DeepSeek V3.2 (Thinking) wins overall with a score of 69 vs 64 (5 point difference).DeepSeek V3.2 (Thinking) wins 3 out of 4 categories.

Knowledge

DeepSeek V3.2 (Thinking)

DeepSeek Coder 2.0

77.8

DeepSeek V3.2 (Thinking)

84

80
MMLU
87
79
GPQA
85
77
SuperGPQA
83
75
OpenBookQA
81

Coding

DeepSeek Coder 2.0

DeepSeek Coder 2.0

82

DeepSeek V3.2 (Thinking)

79

82
HumanEval
79

Mathematics

DeepSeek V3.2 (Thinking)

DeepSeek Coder 2.0

80

DeepSeek V3.2 (Thinking)

86

81
AIME 2023
87
83
AIME 2024
89
82
AIME 2025
88
77
HMMT Feb 2023
83
79
HMMT Feb 2024
85
78
HMMT Feb 2025
84
80
BRUMO 2025
86

Reasoning

DeepSeek V3.2 (Thinking)

DeepSeek Coder 2.0

77

DeepSeek V3.2 (Thinking)

82

78
SimpleQA
83
76
MuSR
81

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or DeepSeek V3.2 (Thinking)?

DeepSeek V3.2 (Thinking) scores higher overall with 69 vs 64, a difference of 5 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or DeepSeek V3.2 (Thinking)?

DeepSeek V3.2 (Thinking) leads in knowledge tasks with an average score of 84 vs 77.8.

Which is better for coding, DeepSeek Coder 2.0 or DeepSeek V3.2 (Thinking)?

DeepSeek Coder 2.0 leads in coding with an average score of 82 vs 79.

Which is better for math, DeepSeek Coder 2.0 or DeepSeek V3.2 (Thinking)?

DeepSeek V3.2 (Thinking) leads in math with an average score of 86 vs 80.

Which is better for reasoning, DeepSeek Coder 2.0 or DeepSeek V3.2 (Thinking)?

DeepSeek V3.2 (Thinking) leads in reasoning with an average score of 82 vs 77.