What should I include in the prompt?

Describe the subject, action or change, composition, camera or lighting, timing, sound, and anything that must remain consistent. Reference files work best when you explain the role of each one.

Can I generate with this page now?

Yes. Once you are signed in, submitting starts a real task. The composer shows the exact credit cost before you submit, Studio shows the task’s progress and result, and a task that fails returns its credits.

Can I compare models without rewriting the brief?

Yes. Switching the model keeps your prompt, uploads, and settings in place, so you can compare models without rebuilding the creative direction.

AI Image Tool

Image to Image

Transform an image without losing the idea behind it

Restyle, recompose, extend, or refine an existing visual while using the source as a clear creative anchor.

GPT Image 2GPT Image 2.5 FlareGPT Image 2.5 SunburstNano Banana ProNano Banana 2

Creative workspace

Image to Image

What is Image to Image?

Image to image is editing or restyling a picture you already have by describing the change in words. The original supplies the composition and the subject; the prompt decides what comes out different.

How the people who built the model describe it:

“The OpenAI API lets you generate and edit images from text prompts using GPT Image models, including our latest, gpt-image-2.”

OpenAI image generation guide

Image to Image at a glance

Input: Source image + edit brief
Best for: Directed transformation
Output: Up to 4K

What you can make with the Image to Image tool

These are the jobs people actually bring to Image to Image, and the settings each one needs.

Restyle

Explore a new visual language while preserving subject and layout.

Product variations

Change environments, materials, colors, or campaign treatment.

Composition repair

Refine framing, backgrounds, or unwanted details with written direction.

Image to Image

A workspace shaped for the model

Image to Image puts the handful of controls that change the result most in front of you, and keeps the rest out of the way.

Change / preserve brief

Separating edits from invariants reduces accidental drift.

Source-led composition

The uploaded image stays visible beside every setting.

Flexible outputs

Adapt the result to new placements and aspect ratios.

Model-fit editing

Choose for typography, fidelity, speed, or photorealism.

Image to Image

Choose with context

Where Image to Image is the right call, and where a different model does the job better.

Primary input

Existing image + edit instruction

Creative priority

Controlled change with source fidelity

Ideal workflow

Restyle, variants, repair, adaptation

From brief to studio in three steps

Set the creative anchor

Write the idea and add any source or reference material the tool needs.

Shape the output

Choose the model, format, resolution, and duration that match delivery.

Follow it in Studio

Submit to start the task. Studio shows its progress, the credits it used, and the result when it finishes; a task that fails returns its credits.

Questions before you create

Start Creating With Image to Image

Write the brief, submit it here, and follow the result in Studio.

Open the workspace View pricing