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GPT-5.4 (low)

OpenAIGPTProprietary

Description

GPT-5.4 is OpenAI's most capable and efficient frontier model for professional work. It combines industry-leading coding capabilities with native computer-use, up to 1M tokens of context, full-resolution vision processing, tool search for large tool ecosystems, and improved reasoning across spreadsheets, presentations, and documents. It is the most token-efficient reasoning model in the GPT-5 series.

Release Date
2026-03-05
Parameters
Context Length
1.1M
Modalities
file, image, text

Capability Radar

44
general
46
coding
87
reasoning
63
scienceest.
70
agents
85
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Agents & Tools18
68.0
LS
Code Ranking27
79.0
AA
General Ranking57
77.0
AA
Multimodal Ranking10
89.0
LS
Reasoning15
87.0
LS
Science23
80.0
AA

Benchmark Scores (LLM Stats)

Agents

BrowseComp82.7%SR
Terminal-Bench 2.075.1%SR
OSWorld-Verified75.0%SR
MCP Atlas67.2%SR
SWE-Bench Pro57.7%SR
Finance Agent56.0%SR
Toolathlon54.6%SR

Biology

GPQA92.8%SR

Communication

Tau2 Telecom98.9%SR

General

MMMU-Pro81.2%SR

Long Context

Graphwalks parents >128k32.4%SR
Graphwalks BFS >128k21.4%SR

Math

FrontierMath47.6%SR
Humanity's Last Exam39.8%SR

Multimodal

OmniDocBench 1.589.1%SR

Reasoning

ARC-AGI93.7%SR
Graphwalks BFS <128k93.0%SR
Graphwalks parents <128k89.8%SR
ARC-AGI v273.3%SR

AA Evaluation Indices

Intelligence Index
47.9
Coding Index
45.6
Gpqa
0.9
Tau2
0.7
Lcr
0.7
Ifbench
0.7
Scicode
0.5
Terminalbench Hard
0.4
Hle
0.3

LLM Stats Category Scores

Communication
100
Structured Output
90
Biology
90
Chemistry
90
Physics
90
Vision
80
General
80
Multimodal
80
Search
80
Spatial Reasoning
70
Tool Calling
70
Agents
70
Code
70
Reasoning
70
Finance
60
Long Context
40
Math
40
Healthcare
30

Pricing

Input Price$2.5 / 1M tokens
Output Price$15 / 1M tokens
Blended Price (3:1)$5.625 / 1M tokens

Speed

Tokens/sec67.1 tokens/s
Time to First Token1.85s
Time to Answer1.85s

Available Providers

(LS internal units)
ProviderInput PriceOutput Price
OpenAI2.5M15.0M

External Sources