GPT-5.2 Pro vs GPT-5.3 Instant

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

GPT-5.2 Pro has the cleaner overall profile here, landing at 90 versus 87. It is a real lead, but still close enough that category-level strengths matter more than the headline number.

GPT-5.2 Pro's sharpest advantage is in coding, where it averages 84.8 against 78.7. The single biggest benchmark swing on the page is SWE-bench Verified, 83 to 76. GPT-5.3 Instant does hit back in instruction following, so the answer changes if that is the part of the workload you care about most.

GPT-5.2 Pro is also the more expensive model on tokens at $25.00 input / $150.00 output per 1M tokens, versus $1.75 input / $14.00 output per 1M tokens for GPT-5.3 Instant. That is roughly 10.7x on output cost alone. GPT-5.2 Pro gives you the larger context window at 400K, compared with 128K for GPT-5.3 Instant.

Quick Verdict

Pick GPT-5.2 Pro if you want the stronger benchmark profile. GPT-5.3 Instant only becomes the better choice if instruction following is the priority or you want the cheaper token bill.

Agentic

GPT-5.2 Pro

GPT-5.2 Pro

85.9

GPT-5.3 Instant

82.9

88
Terminal-Bench 2.0
86
88
BrowseComp
82
82
OSWorld-Verified
80

Coding

GPT-5.2 Pro

GPT-5.2 Pro

84.8

GPT-5.3 Instant

78.7

93
HumanEval
88
83
SWE-bench Verified
76
81
LiveCodeBench
75
89
SWE-bench Pro
83

Multimodal & Grounded

GPT-5.2 Pro

GPT-5.2 Pro

96

GPT-5.3 Instant

95

96
MMMU-Pro
95
96
OfficeQA Pro
95

Reasoning

GPT-5.2 Pro

GPT-5.2 Pro

95.2

GPT-5.3 Instant

94.2

97
SimpleQA
96
95
MuSR
94
98
BBH
97
93
LongBench v2
92
95
MRCRv2
94

Knowledge

GPT-5.2 Pro

GPT-5.2 Pro

81.5

GPT-5.3 Instant

80.8

99
MMLU
99
99
GPQA
98
97
SuperGPQA
96
95
OpenBookQA
94
90
MMLU-Pro
89
44
HLE
44
93
FrontierScience
92

Instruction Following

GPT-5.3 Instant

GPT-5.2 Pro

95

GPT-5.3 Instant

96

95
IFEval
96

Multilingual

Tie

GPT-5.2 Pro

93.4

GPT-5.3 Instant

93.4

96
MGSM
96
92
MMLU-ProX
92

Mathematics

GPT-5.2 Pro

GPT-5.2 Pro

98.2

GPT-5.3 Instant

97.2

99
AIME 2023
99
99
AIME 2024
99
99
AIME 2025
98
96
HMMT Feb 2023
95
98
HMMT Feb 2024
97
97
HMMT Feb 2025
96
97
BRUMO 2025
96
99
MATH-500
98

Frequently Asked Questions

Which is better, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.2 Pro is ahead overall, 90 to 87. The biggest single separator in this matchup is SWE-bench Verified, where the scores are 83 and 76.

Which is better for knowledge tasks, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.2 Pro has the edge for knowledge tasks in this comparison, averaging 81.5 versus 80.8. Inside this category, GPQA is the benchmark that creates the most daylight between them.

Which is better for coding, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.2 Pro has the edge for coding in this comparison, averaging 84.8 versus 78.7. Inside this category, SWE-bench Verified is the benchmark that creates the most daylight between them.

Which is better for math, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.2 Pro has the edge for math in this comparison, averaging 98.2 versus 97.2. Inside this category, AIME 2025 is the benchmark that creates the most daylight between them.

Which is better for reasoning, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.2 Pro has the edge for reasoning in this comparison, averaging 95.2 versus 94.2. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.2 Pro has the edge for agentic tasks in this comparison, averaging 85.9 versus 82.9. 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-5.3 Instant?

GPT-5.2 Pro has the edge for multimodal and grounded tasks in this comparison, averaging 96 versus 95. Inside this category, MMMU-Pro is the benchmark that creates the most daylight between them.

Which is better for instruction following, GPT-5.2 Pro or GPT-5.3 Instant?

GPT-5.3 Instant has the edge for instruction following in this comparison, averaging 96 versus 95. 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-5.3 Instant?

GPT-5.2 Pro and GPT-5.3 Instant are effectively tied for multilingual tasks here, both landing at 93.4 on average.

Last updated: March 12, 2026

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