# GPT Image 2 Generator

Generate from text or guide an image workflow with up to ten references, explicit framing, 1K–4K output and one-to-four independently billed results.

> Canonical: https://stable-diffusion-web.com/gpt-image-2

GPT Image 2 supports text and reference-image modes, a 20,000-character prompt, up to ten source files, 1K–4K output and paid access.

## GPT Image 2 prompt and reference examples

Six example directions covering posters, portraits, product scenes, diagrams, illustration and reference-guided changes. Every result still needs factual and visual review.

### Poster With Accurate Text

### Photoreal Portrait

### Studio Product Shot

### Infographic Layout

### Concept Illustration

### Edited Reference Image

## What Controls Does GPT Image 2 Expose?

The live form defines the supported workflow and its constraints; it does not promise correct text, faithful identity or one-pass completion.

### Text and Reference Modes

Generate from a required prompt alone or add reference files. State protected subject, composition and text requirements explicitly.

### Up to Ten Reference Images

Reference mode accepts one to ten JPEG, JPG, PNG or WebP files, each up to 30 MB. At least one valid image is required in that mode.

### A 20,000-Character Prompt Field

The required prompt can contain up to 20,000 characters. Long briefs still need clear priorities because more text does not guarantee complete instruction following.

### Auto Plus Ten Aspect Ratios

Choose Auto or ten explicit ratios from portrait through 21:9. Framing controls do not guarantee preserved layout or undistorted edges.

### Conditional 1K, 2K and 4K Output

1K is always available. 2K requires an explicit non-Auto ratio; 4K also excludes square 1:1. The form disables incompatible combinations.

### One to Four Independently Billed Outputs

Choose one, two, three or four results. Each becomes a separately billed job, so confirm the displayed total before submitting a batch.

## GPT Image 2 use cases and limits

Use these as qualified starting points for the visible controls. Typography, identity, product detail and continuity remain review requirements.

### Marketing and Social Drafts

Draft posters, ads and social layouts, then verify spelling, logos, disclosures and brand requirements outside the generator.

### Product Concept Images

Use product references for studio or lifestyle concepts and compare packaging, labels, geometry and color with the source.

### Diagram and Slide Drafts

Explore labeled layouts as drafts only; validate every fact, word, alignment and visual relationship before presentation.

### Reference-Guided Restyling

Guide a change with one or more sources while naming elements that must remain recognizable. Unspecified regions can still drift.

### Wide and Portrait Compositions

Choose a supported ratio for banners, covers or mobile layouts, then inspect cropping, edges and subject placement.

### Concept Art and Illustration

Translate a detailed brief into visual studies and refine selected directions without assuming consistency across separate jobs.

## What a run costs and returns

| Measure | Detail |
| --- | --- |
| 1 model | Available in the form today, each priced in the same credits. |
| 10–30 credits | Per run, depending on the model and length chosen. |
| Every paid plan | Includes a commercial licence for what you make. |
| JPEG, PNG, and WebP | Accepted for upload, up to 30 MB per file. |
| 20,000 characters of prompt | The longest prompt every model on this page accepts. |

## GPT Image 2 Questions

Direct answers about inputs, file limits, prompt length, framing, resolution, output count, paid access, timing, rights and limitations.

### What is GPT Image 2?

GPT Image 2 is a selectable image model in this app with text and reference-image modes, conditional 1K–4K output and one-to-four result batches.

### Which reference files can I upload?

Reference mode accepts one to ten JPEG, JPG, PNG or WebP images, each up to 30 MB. At least one valid source is required.

### How long can the prompt be?

The form accepts a required prompt up to 20,000 characters in both modes. Clear priorities matter more than filling the limit.

### Which aspect ratios are available?

Choose Auto or 1:1, 5:4, 9:16, 21:9, 16:9, 4:3, 3:2, 4:5, 3:4 or 2:3.

### How do the resolution restrictions work?

1K is available with every ratio. 2K requires a non-Auto ratio, while 4K requires a non-Auto, non-square ratio.

### Is paid access required?

Paid-model access and enough credits are required. The generator shows the current debit before submission.

### How long should generation take?

The form lists an estimate of about one minute. Queue, resolution, batch size and request complexity can change actual completion time.

### Can generated images be used commercially?

Every paid plan includes this app's commercial license for generated work, subject to app terms and third-party rights in the prompt, references and output.

### Does the model guarantee correct text or consistent identity?

No. Inspect spelling, facts, subject identity, product details and layout in every result, especially across a multi-image set.

### How many credits does GPT Images 2 use?

GPT Images 2 draws between 10 and 30 credits per run, depending on the model and length chosen in the form.

### What limits should I check before using GPT Images 2?

Generated output from GPT Images 2 can contain visual, audio, or factual errors. Review each result before publishing, and upload only material you are authorized to use. Where the form accepts a reference image, supported files are JPEG, PNG, WebP up to 30 MB each.

### What happens to the files I upload to GPT Images 2?

An upload is stored against your own account, not pooled with other people's. Deleting the account removes it: the control is in Settings under Security, the request is confirmed by email, and the erasure removes the stored objects it owns. How long anything else is kept, and which processors handle it, is stated in the privacy policy.

### Can I use what GPT Images 2 makes commercially?

Every paid plan includes a commercial licence for what GPT Images 2 makes; the free tier is for personal use.

### How does GPT Images 2 compare, and what alternatives fit a different workflow?

GPT Images 2: Use GPT Image 2 with a prompt or up to ten reference images, 1K–4K controls, one-to-four outputs and paid access through a browser workflow. Related options are Stable Diffusion Models Hub: Compare the Stable Diffusion models and the other image and video models here: the inputs each takes, what a run costs, and the plan it needs, Grok Imagine: Use Grok Imagine with a text prompt or one optional JPEG, PNG or WebP image, eight ratios, 480p/720p, 4-15 second choices, safety switch, and paid access, GPT Image 1.5: Run GPT Image 1.5 (gpt-4o image) in your browser. OpenAI's natively multimodal image model with precise instruction following, accurate in-image text, Hailuo 02: Use Hailuo 02 with text-led or image-led modes, 02 or 2.3 image versions, Standard or Pro, and 6- or 10-second choices where compatible, Flux Kontext Pro: Use Flux Kontext Pro with a required prompt, optional single reference image, six aspect ratios and one-to-four outputs through a paid-access browser workflow, and Kling AI: kling ai: run Kuaishou's Kling 3.0 online. Turn text or an image into 3-15s cinematic clips with native audio-visual sync, intelligent storyboard. Choose by the required input, delivered output, controls, limits, current availability, and credit cost; the related-tools section links each canonical page.

## Generate With GPT Image 2

Open the preselected form, choose text or reference mode, select a compatible size and ratio, confirm the debit, and review every result.

## Related tools

### [Stable Diffusion Models Hub](https://stable-diffusion-web.com/models)

### [Grok Imagine](https://stable-diffusion-web.com/grok-imagine)

### [GPT Image 1.5](https://stable-diffusion-web.com/gpt-4o-image)

### [Hailuo 02](https://stable-diffusion-web.com/hailuo)

### [Flux Kontext Pro](https://stable-diffusion-web.com/flux-kontext)

### [Kling AI](https://stable-diffusion-web.com/kling)

_Last updated July 14, 2026_