o4-mini (high) Benchmark Scores & Performance

Benchmark analysis of o4-mini (high) by OpenAI across 14 tests.

Creator

OpenAI

Source Type

Proprietary

Reasoning

Non-Reasoning

Context Window

200K

Overall Score

65#32 of 88

Knowledge Benchmarks

MMLU
82
GPQA
82
SuperGPQA
80
OpenBookQA
78

Coding Benchmarks

HumanEval
74

Mathematics Benchmarks

AIME 2023
83
AIME 2024
85
AIME 2025
84
HMMT Feb 2023
79
HMMT Feb 2024
81
HMMT Feb 2025
80
BRUMO 2025
82

Reasoning Benchmarks

SimpleQA
80
MuSR
78

Frequently Asked Questions

How does o4-mini (high) perform overall in AI benchmarks?

o4-mini (high) ranks #32 out of 88 models with an overall score of 65. It is created by OpenAI and features a 200K context window.

Is o4-mini (high) good for knowledge and understanding?

o4-mini (high) ranks #34 out of 88 models in knowledge and understanding benchmarks with an average score of 80.5. There are stronger options in this category.

Is o4-mini (high) good for coding and programming?

o4-mini (high) ranks #35 out of 88 models in coding and programming benchmarks with an average score of 74. There are stronger options in this category.

Is o4-mini (high) good for mathematics?

o4-mini (high) ranks #33 out of 88 models in mathematics benchmarks with an average score of 82. There are stronger options in this category.

Is o4-mini (high) good for reasoning and logic?

o4-mini (high) ranks #33 out of 88 models in reasoning and logic benchmarks with an average score of 79. There are stronger options in this category.

What is the context window size of o4-mini (high)?

o4-mini (high) has a context window of 200K tokens, which determines how much text it can process in a single interaction.