GPT-5.4 Pro vs GPT-OSS 20B

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

GPT-5.4 Pro is clearly ahead on the aggregate, 94 to 34. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.4 Pro's sharpest advantage is in coding, where it averages 89 against 16. The single biggest benchmark swing on the page is LiveCodeBench, 86 to 11.

GPT-5.4 Pro is the reasoning model in the pair, while GPT-OSS 20B is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use. GPT-5.4 Pro gives you the larger context window at 1.05M, compared with 128K for GPT-OSS 20B.

Quick Verdict

Pick GPT-5.4 Pro if you want the stronger benchmark profile. GPT-OSS 20B only becomes the better choice if you would rather avoid the extra latency and token burn of a reasoning model.

Knowledge

GPT-5.4 Pro

GPT-5.4 Pro

88.8

GPT-OSS 20B

28.2

99
MMLU
31
99
GPQA
30
97
SuperGPQA
28
94
OpenBookQA
26
94
MMLU-Pro
53
50
HLE
1

Coding

GPT-5.4 Pro

GPT-5.4 Pro

89

GPT-OSS 20B

16

95
HumanEval
23
86
SWE-bench Verified
14
86
LiveCodeBench
11

Mathematics

GPT-5.4 Pro

GPT-5.4 Pro

98

GPT-OSS 20B

33.6

99
AIME 2023
31
99
AIME 2024
33
99
AIME 2025
32
96
HMMT Feb 2023
27
98
HMMT Feb 2024
29
97
HMMT Feb 2025
28
97
BRUMO 2025
30
99
MATH-500
59

Reasoning

GPT-5.4 Pro

GPT-5.4 Pro

96.7

GPT-OSS 20B

39.3

97
SimpleQA
29
95
MuSR
27
98
BBH
62

Instruction Following

GPT-5.4 Pro

GPT-5.4 Pro

97

GPT-OSS 20B

67

97
IFEval
67

Multilingual

GPT-5.4 Pro

GPT-5.4 Pro

97

GPT-OSS 20B

61

97
MGSM
61

Frequently Asked Questions

Which is better, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro is ahead overall, 94 to 34. The biggest single separator in this matchup is LiveCodeBench, where the scores are 86 and 11.

Which is better for knowledge tasks, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro has the edge for knowledge tasks in this comparison, averaging 88.8 versus 28.2. Inside this category, GPQA is the benchmark that creates the most daylight between them.

Which is better for coding, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro has the edge for coding in this comparison, averaging 89 versus 16. Inside this category, LiveCodeBench is the benchmark that creates the most daylight between them.

Which is better for math, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro has the edge for math in this comparison, averaging 98 versus 33.6. Inside this category, HMMT Feb 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro has the edge for reasoning in this comparison, averaging 96.7 versus 39.3. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Which is better for instruction following, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro has the edge for instruction following in this comparison, averaging 97 versus 67. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, GPT-5.4 Pro or GPT-OSS 20B?

GPT-5.4 Pro has the edge for multilingual tasks in this comparison, averaging 97 versus 61. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 9, 2026

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