GPT-5.2 vs GPT-5.3 Instant

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

GPT-5.2 finishes one point ahead overall, 88 to 87. That is enough to call, but not enough to treat as a blowout. This matchup comes down to a few meaningful edges rather than one model dominating the board.

GPT-5.2's sharpest advantage is in coding, where it averages 81.8 against 78.7. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 90 to 86. 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-5.3 Instant is also the more expensive model on tokens at $1.75 input / $14.00 output per 1M tokens, versus $2.00 input / $8.00 output per 1M tokens for GPT-5.2. GPT-5.2 gives you the larger context window at 400K, compared with 128K for GPT-5.3 Instant.

Quick Verdict

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

Agentic

GPT-5.2

GPT-5.2

85.4

GPT-5.3 Instant

82.9

90
Terminal-Bench 2.0
86
84
BrowseComp
82
81
OSWorld-Verified
80

Coding

GPT-5.2

GPT-5.2

81.8

GPT-5.3 Instant

78.7

91
HumanEval
88
80
SWE-bench Verified
76
79
LiveCodeBench
75
85
SWE-bench Pro
83

Multimodal & Grounded

Tie

GPT-5.2

95

GPT-5.3 Instant

95

95
MMMU-Pro
95
95
OfficeQA Pro
95

Reasoning

GPT-5.3 Instant

GPT-5.2

93.2

GPT-5.3 Instant

94.2

95
SimpleQA
96
93
MuSR
94
96
BBH
97
91
LongBench v2
92
93
MRCRv2
94

Knowledge

GPT-5.3 Instant

GPT-5.2

79.5

GPT-5.3 Instant

80.8

99
MMLU
99
97
GPQA
98
95
SuperGPQA
96
93
OpenBookQA
94
88
MMLU-Pro
89
42
HLE
44
91
FrontierScience
92

Instruction Following

GPT-5.3 Instant

GPT-5.2

94

GPT-5.3 Instant

96

94
IFEval
96

Multilingual

GPT-5.3 Instant

GPT-5.2

92.4

GPT-5.3 Instant

93.4

95
MGSM
96
91
MMLU-ProX
92

Mathematics

Tie

GPT-5.2

97.2

GPT-5.3 Instant

97.2

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

Frequently Asked Questions

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

GPT-5.2 is ahead overall, 88 to 87. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 90 and 86.

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

GPT-5.3 Instant has the edge for knowledge tasks in this comparison, averaging 80.8 versus 79.5. Inside this category, HLE is the benchmark that creates the most daylight between them.

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

GPT-5.2 has the edge for coding in this comparison, averaging 81.8 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 or GPT-5.3 Instant?

GPT-5.2 and GPT-5.3 Instant are effectively tied for math here, both landing at 97.2 on average.

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

GPT-5.3 Instant has the edge for reasoning in this comparison, averaging 94.2 versus 93.2. Inside this category, SimpleQA is the benchmark that creates the most daylight between them.

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

GPT-5.2 has the edge for agentic tasks in this comparison, averaging 85.4 versus 82.9. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, GPT-5.2 or GPT-5.3 Instant?

GPT-5.2 and GPT-5.3 Instant are effectively tied for multimodal and grounded tasks here, both landing at 95 on average.

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

GPT-5.3 Instant has the edge for instruction following in this comparison, averaging 96 versus 94. Inside this category, IFEval is the benchmark that creates the most daylight between them.

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

GPT-5.3 Instant has the edge for multilingual tasks in this comparison, averaging 93.4 versus 92.4. Inside this category, MGSM is the benchmark that creates the most daylight between them.

Last updated: March 12, 2026

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