GPT-5.2 Pro vs GPT-5 (high)

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

GPT-5.2 Pro is clearly ahead on the aggregate, 90 to 79. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

GPT-5.2 Pro's sharpest advantage is in coding, where it averages 84.8 against 66.1. The single biggest benchmark swing on the page is LiveCodeBench, 81 to 62.

GPT-5.2 Pro gives you the larger context window at 400K, compared with 128K for GPT-5 (high).

Quick Verdict

Pick GPT-5.2 Pro if you want the stronger benchmark profile. GPT-5 (high) only becomes the better choice if its workflow or ecosystem matters more than the raw scoreboard.

Agentic

GPT-5.2 Pro

GPT-5.2 Pro

85.9

GPT-5 (high)

75.2

88
Terminal-Bench 2.0
78
88
BrowseComp
75
82
OSWorld-Verified
72

Coding

GPT-5.2 Pro

GPT-5.2 Pro

84.8

GPT-5 (high)

66.1

93
HumanEval
85
83
SWE-bench Verified
67
81
LiveCodeBench
62
89
SWE-bench Pro
70

Multimodal & Grounded

GPT-5.2 Pro

GPT-5.2 Pro

96

GPT-5 (high)

89.4

96
MMMU-Pro
93
96
OfficeQA Pro
85

Reasoning

GPT-5.2 Pro

GPT-5.2 Pro

95.2

GPT-5 (high)

85.7

97
SimpleQA
89
95
MuSR
87
98
BBH
94
93
LongBench v2
83
95
MRCRv2
80

Knowledge

GPT-5.2 Pro

GPT-5.2 Pro

81.5

GPT-5 (high)

71.1

99
MMLU
93
99
GPQA
91
97
SuperGPQA
89
95
OpenBookQA
87
90
MMLU-Pro
83
44
HLE
27
93
FrontierScience
83

Instruction Following

GPT-5.2 Pro

GPT-5.2 Pro

95

GPT-5 (high)

91

95
IFEval
91

Multilingual

GPT-5.2 Pro

GPT-5.2 Pro

93.4

GPT-5 (high)

86.4

96
MGSM
89
92
MMLU-ProX
85

Mathematics

GPT-5.2 Pro

GPT-5.2 Pro

98.2

GPT-5 (high)

94

99
AIME 2023
95
99
AIME 2024
97
99
AIME 2025
96
96
HMMT Feb 2023
91
98
HMMT Feb 2024
93
97
HMMT Feb 2025
92
97
BRUMO 2025
94
99
MATH-500
94

Frequently Asked Questions

Which is better, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro is ahead overall, 90 to 79. The biggest single separator in this matchup is LiveCodeBench, where the scores are 81 and 62.

Which is better for knowledge tasks, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for knowledge tasks in this comparison, averaging 81.5 versus 71.1. Inside this category, HLE is the benchmark that creates the most daylight between them.

Which is better for coding, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for coding in this comparison, averaging 84.8 versus 66.1. Inside this category, LiveCodeBench is the benchmark that creates the most daylight between them.

Which is better for math, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for math in this comparison, averaging 98.2 versus 94. Inside this category, HMMT Feb 2023 is the benchmark that creates the most daylight between them.

Which is better for reasoning, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for reasoning in this comparison, averaging 95.2 versus 85.7. Inside this category, MRCRv2 is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for agentic tasks in this comparison, averaging 85.9 versus 75.2. Inside this category, BrowseComp is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for multimodal and grounded tasks in this comparison, averaging 96 versus 89.4. Inside this category, OfficeQA Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for instruction following in this comparison, averaging 95 versus 91. Inside this category, IFEval is the benchmark that creates the most daylight between them.

Which is better for multilingual tasks, GPT-5.2 Pro or GPT-5 (high)?

GPT-5.2 Pro has the edge for multilingual tasks in this comparison, averaging 93.4 versus 86.4. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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