OpenAI: GPT-5.4 Image 2Work with me

OpenAI: GPT-5.4 Image 2

byOpenAI

GPT-5.4 Image 2 is an image generation model from OpenAI released on Apr 21, 2026. It reads text, images and files and writes text and images, with a 272K token context window.

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It costs $8 per million input tokens and $15 per million output tokens. Cached input bills at $2, 75% less than fresh input.

It supports prompt caching.

2 providers serve it, including Kilo Gateway and AI/ML API.

Modalities
In / out price
$8 / $15 per 1M
Context
272K
Max output
128K
Released
Apr 21, 2026
Knowledge cutoff
n/a
  • Tool calling
  • Structured output
  • Reasoning
  • Prompt caching
  • Open weights
  • Free to use

GPT-5.4 Image 2 pricing

USD, as listed on Oct 15, 2026. Most bills are input heavy, so the cached input rate matters as much as the headline price.

Input$8 / 1M tokens
Output$15 / 1M tokens
Cached input (read)$2 / 1M tokens

GPT-5.4 Image 2 providers

2 providers serve it, including Kilo Gateway and AI/ML API. Each host sets its own price and limits, so the cheapest one is not always the one with the longest context.

ProviderInput /MOutput /MCache read /MContextMax output
Kilo Gateway$8$15$2272K128K
AI/ML API$11.00$20.63$2.75272K128K

What GPT-5.4 Image 2 costs per month

Pick a workload close to yours or type your own volumes.

GPT-5.4 Image 2 per month
$488
Without caching
$758
Per request
$0.0163

Supported request parameters

What you can set when you call GPT-5.4 Image 2 through an OpenAI compatible API.

  • Reasoningreasoning

Alternatives to GPT-5.4 Image 2

Models that take the same inputs, closest in price, cheaper ones first.

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    by googleOct 6, 2026$1.50/M input tokens$7.50/M output tokens4 providers

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    by openaiOct 16, 2025$2.50/M input tokens$2/M output tokens

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GPT-5.4 Image 2 questions

How much does the GPT-5.4 Image 2 API cost?

$8 per million input tokens and $15 per million output tokens, with cached input at $2. The estimator on this page turns that into a monthly bill for your own workload.

What is the context window of GPT-5.4 Image 2?

272,000 tokens of input, and it can write up to 128,000 tokens in one reply. As a rough guide, a million tokens is around 750,000 English words.

Which providers serve GPT-5.4 Image 2?

2 providers serve it, including Kilo Gateway and AI/ML API. Prices differ by host, so the Providers table on this page lists each one with its input and output price.

Is GPT-5.4 Image 2 open source?

No. OpenAI serves it through an API only, so you cannot download the weights or host it yourself.

When was GPT-5.4 Image 2 released?

Apr 21, 2026.

Catalog data from models.dev (MIT licensed), refreshed daily, last on Oct 15, 2026. The summary is written from these facts.

Building on GPT-5.4 Image 2?

I test your real tasks on it and the two closest alternatives, then ship the agent on whichever wins on cost and accuracy.

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