Models Model details

OpenAI

OpenAI: GPT-5.4 Nano

openai/gpt-5.4-nano

GPT-5.4 nano is the most lightweight and cost-efficient variant of the GPT-5.4 family, optimized for speed-critical and high-volume tasks. It supports text and image inputs and is designed for low-latency use cases such as classification, data extraction, ranking, and sub-agent execution. The model prioritizes responsiveness and efficiency over deep reasoning, making it ideal for pipelines that require fast, reliable outputs at scale. GPT-5.4 nano is well suited for background tasks, real-time systems, and distributed agent architectures where minimizing cost and latency is essential.

Input
$0.2

/ 1M tokens

Output
$1.25

/ 1M tokens

Context window
400K

tokens

Limits

Context

400,000

tokens

Max output

128,000

32% of the context window

Model facts

Author

OpenAI

Tokenizer

GPT

Modality

Text + Image + File -> Text

Knowledge cutoff

2025-08-31

Created

Mar 17, 2026

Reasoning

Default MediumXhighHighMediumLowNone

Publication status

Hugging Face: unavailableLicense: not publishedParameter count: not published

Modalities

Input · FileInput · ImageInput · TextOutput · Text

Generation controls

Include reasoningMax completion tokensMax tokensReasoningReasoning effortResponse formatSeedStructured outputsTool choiceToolsVerbosity

Capability scores

16
Agentic index

Better than 44% of models compared

56.1
Coding index

Better than 59% of models compared

20.7
Intelligence index

Better than 49% of models compared