GPT-5.1-Codex-Max Benchmark Scores & Performance

Benchmark analysis of GPT-5.1-Codex-Max by OpenAI across 14 tests.

Creator

OpenAI

Source Type

Proprietary

Reasoning

Reasoning

Context Window

400K

Overall Score

77#12 of 88

Knowledge Benchmarks

MMLU
98
GPQA
96
SuperGPQA
94
OpenBookQA
92

Coding Benchmarks

HumanEval
94

Mathematics Benchmarks

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

Reasoning Benchmarks

SimpleQA
94
MuSR
92

Frequently Asked Questions

How does GPT-5.1-Codex-Max perform overall in AI benchmarks?

GPT-5.1-Codex-Max ranks #12 out of 88 models with an overall score of 77. It is created by OpenAI and features a 400K context window.

Is GPT-5.1-Codex-Max good for knowledge and understanding?

GPT-5.1-Codex-Max ranks #12 out of 88 models in knowledge and understanding benchmarks with an average score of 95. There are stronger options in this category.

Is GPT-5.1-Codex-Max good for coding and programming?

GPT-5.1-Codex-Max ranks #3 out of 88 models in coding and programming benchmarks with an average score of 94. It is among the top performers in this category.

Is GPT-5.1-Codex-Max good for mathematics?

GPT-5.1-Codex-Max ranks #12 out of 88 models in mathematics benchmarks with an average score of 97.1. There are stronger options in this category.

Is GPT-5.1-Codex-Max good for reasoning and logic?

GPT-5.1-Codex-Max ranks #12 out of 88 models in reasoning and logic benchmarks with an average score of 93. There are stronger options in this category.

What is the context window size of GPT-5.1-Codex-Max?

GPT-5.1-Codex-Max has a context window of 400K tokens, which determines how much text it can process in a single interaction.