DeepSeek Coder 2.0 vs GPT-5.2-Codex

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

Quick Verdict

GPT-5.2-Codex wins overall with a score of 82 vs 64 (18 point difference).GPT-5.2-Codex wins 4 out of 4 categories.

Knowledge

GPT-5.2-Codex

DeepSeek Coder 2.0

77.8

GPT-5.2-Codex

96

80
MMLU
99
79
GPQA
97
77
SuperGPQA
95
75
OpenBookQA
93

Coding

GPT-5.2-Codex

DeepSeek Coder 2.0

82

GPT-5.2-Codex

95

82
HumanEval
95

Mathematics

GPT-5.2-Codex

DeepSeek Coder 2.0

80

GPT-5.2-Codex

97.1

81
AIME 2023
99
83
AIME 2024
99
82
AIME 2025
98
77
HMMT Feb 2023
95
79
HMMT Feb 2024
97
78
HMMT Feb 2025
96
80
BRUMO 2025
96

Reasoning

GPT-5.2-Codex

DeepSeek Coder 2.0

77

GPT-5.2-Codex

94

78
SimpleQA
95
76
MuSR
93

Frequently Asked Questions

Which is better, DeepSeek Coder 2.0 or GPT-5.2-Codex?

GPT-5.2-Codex scores higher overall with 82 vs 64, a difference of 18 points across all benchmarks.

Which is better for knowledge tasks, DeepSeek Coder 2.0 or GPT-5.2-Codex?

GPT-5.2-Codex leads in knowledge tasks with an average score of 96 vs 77.8.

Which is better for coding, DeepSeek Coder 2.0 or GPT-5.2-Codex?

GPT-5.2-Codex leads in coding with an average score of 95 vs 82.

Which is better for math, DeepSeek Coder 2.0 or GPT-5.2-Codex?

GPT-5.2-Codex leads in math with an average score of 97.1 vs 80.

Which is better for reasoning, DeepSeek Coder 2.0 or GPT-5.2-Codex?

GPT-5.2-Codex leads in reasoning with an average score of 94 vs 77.