benchlm.ai

Gemini 3.1 Pro vs GPT-5.2-Codex

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

Quick Verdict

Gemini 3.1 Pro wins overall with a score of 87 vs 82 (5 point difference).Gemini 3.1 Pro wins 0 out of 4 categories.

Gemini 3.1 Pro

CreatorGoogle
TypeProprietary
Context1M
Score87

GPT-5.2-Codex

CreatorOpenAI
TypeProprietary
Context400K
Score82

Knowledge

Tie

Gemini 3.1 Pro

96

GPT-5.2-Codex

96

99
MMLU
99
97
GPQA
97
95
SuperGPQA
95
93
OpenBookQA
93

Coding

GPT-5.2-Codex

Gemini 3.1 Pro

91

GPT-5.2-Codex

95

91
HumanEval
95

Mathematics

Tie

Gemini 3.1 Pro

97.1

GPT-5.2-Codex

97.1

99
AIME 2023
99
99
AIME 2024
99
98
AIME 2025
98
95
HMMT Feb 2023
95
97
HMMT Feb 2024
97
96
HMMT Feb 2025
96
96
BRUMO 2025
96

Reasoning

Tie

Gemini 3.1 Pro

94

GPT-5.2-Codex

94

95
SimpleQA
95
93
MuSR
93

Frequently Asked Questions

Which is better, Gemini 3.1 Pro or GPT-5.2-Codex?

Gemini 3.1 Pro scores higher overall with 87 vs 82, a difference of 5 points across all benchmarks.

Which is better for knowledge tasks, Gemini 3.1 Pro or GPT-5.2-Codex?

Gemini 3.1 Pro and GPT-5.2-Codex are tied for knowledge tasks with average scores of 96.

Which is better for coding, Gemini 3.1 Pro or GPT-5.2-Codex?

GPT-5.2-Codex leads in coding with an average score of 95 vs 91.

Which is better for math, Gemini 3.1 Pro or GPT-5.2-Codex?

Gemini 3.1 Pro and GPT-5.2-Codex are tied for math with average scores of 97.1.

Which is better for reasoning, Gemini 3.1 Pro or GPT-5.2-Codex?

Gemini 3.1 Pro and GPT-5.2-Codex are tied for reasoning with average scores of 94.

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