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GPT-5.4 Pro

OpenAICurrentReleased Mar 5, 2026
Overall Score
91Prov. #6 of 119
Arena Elo
1480
Categories Ranked
2of 8
Price (1M tokens)
$30 in / $180 out
Speed
74tok/s
Context
1.05M
ProprietaryReasoning
Confidence
pro

According to BenchLM.ai, GPT-5.4 Pro ranks #6 out of 119 models on the provisional leaderboard with an overall score of 91/100. It does not yet have enough sourced coverage for BenchLM's verified leaderboard. This places it in the upper tier of AI models, with competitive scores across most benchmark categories.

GPT-5.4 Pro is a proprietary model with a 1.05M token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.

GPT-5.4 Pro sits inside the GPT-5.4 family alongside GPT-5.4, GPT-5.4 mini, GPT-5.4 nano. This profile currently has 10 of 225 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.

Its strongest category is Agentic (#6), while its weakest is Instruction Following (#6). This performance profile makes it particularly useful for coding agents, browser research, and computer-use workflows.

Ranking Distribution

Category rank across 7 benchmark categories — sorted by best rank

Category Performance

Scores across all benchmark categories (0-100 scale)

Category Breakdown

Agentic

#6
92.0/ 100
Weight: 22%1 benchmark
Terminal-Bench 2.0BrowseCompOSWorld-VerifiedGAIATAU-benchWebArena

Coding

91.0/ 100
Weight: 20%0 benchmarks
SWE-bench VerifiedLiveCodeBenchSWE-bench ProSWE-RebenchSciCode

Reasoning

98.1/ 100
Weight: 17%2 benchmarks
MuSRLongBench v2MRCRv2ARC-AGI-2

Knowledge

60.0/ 100
Weight: 12%4 benchmarks
GPQASuperGPQAMMLU-ProHLEFrontierScienceSimpleQA

Math

93.0/ 100
Weight: 5%2 benchmarks
AIME 2025BRUMO 2025MATH-500FrontierMath

Multilingual

0.0/ 100
Weight: 7%0 benchmarks
MGSMMMLU-ProX

Multimodal

100.0/ 100
Weight: 12%1 benchmark
MMMU-ProOfficeQA ProCharXivCharXiv w/o tools

Inst. Following

#6
94.2/ 100
Weight: 5%0 benchmarks
IFEvalIFBench

Chatbot Arena Performance

Text Overall1480CI: ±4.728,246 votes
Coding1521CI: ±7.87,181 votes
Math1515CI: ±14.71,682 votes
Instruction Following1479CI: ±7.18,922 votes
Creative Writing1446CI: ±9.74,460 votes
Multi-turn1497CI: ±8.95,201 votes
Hard Prompts1503CI: ±5.717,428 votes
Hard Prompts (English)1501CI: ±7.28,468 votes
Longer Query1488CI: ±6.910,627 votes

Benchmark Details

Only benchmark rows with an attached exact-source record are shown here. Source-unverified manual rows and generated rows are hidden from model pages.

GPT-5.4 Family

Pro

Canonical Entry

GPT-5.4

Frequently Asked Questions

How does GPT-5.4 Pro perform overall in AI benchmarks?

GPT-5.4 Pro currently ranks #6 out of 119 models on BenchLM's provisional leaderboard with an overall score of 91. It is created by OpenAI and features a 1.05M context window.

Is GPT-5.4 Pro good for knowledge and understanding?

GPT-5.4 Pro has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.

Is GPT-5.4 Pro good for mathematics?

GPT-5.4 Pro has visible benchmark coverage in mathematics, but BenchLM does not currently assign it a global category rank there.

Is GPT-5.4 Pro good for reasoning and logic?

GPT-5.4 Pro has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.

Is GPT-5.4 Pro good for agentic tool use and computer tasks?

GPT-5.4 Pro ranks #6 out of 119 models in agentic tool use and computer tasks benchmarks with an average score of 92. It is among the top performers in this category.

Is GPT-5.4 Pro good for multimodal and grounded tasks?

GPT-5.4 Pro has visible benchmark coverage in multimodal and grounded tasks, but BenchLM does not currently assign it a global category rank there.

Which sibling models are related to GPT-5.4 Pro?

GPT-5.4 Pro belongs to the GPT-5.4 family. Related variants on BenchLM include GPT-5.4, GPT-5.4 mini, GPT-5.4 nano.

Does GPT-5.4 Pro have full benchmark coverage on BenchLM?

Not yet. GPT-5.4 Pro currently has 10 published benchmark scores out of the 225 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.

What is the context window size of GPT-5.4 Pro?

GPT-5.4 Pro has a context window of 1.05M, which determines how much text it can process in a single interaction.

Last updated: June 2, 2026 · Runtime metrics stay blank until BenchLM has a sourced snapshot.

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