GPT Image 2 AI Image Generator
GPT Image 2 is OpenAI's state-of-the-art model for fast, high-quality image generation and editing. Create polished visuals from text, revise existing images with natural language, and produce clearer typography for posters, product labels, UI mockups, ads, and localized creative workflows. Try GPT Image 2 online with Seedance.
Text to Image
Why Use GPT Image 2
Readable Text for Real Design Work
GPT Image 2 is especially useful when the image itself needs accurate words: storefront signs, product labels, social ads, event posters, UI mockups, slide graphics, and multilingual campaign visuals. Instead of treating typography as decoration, it can follow layout instructions and keep short labels, headings, and calls to action legible enough for practical creative review.
| Prompt | Original Example Asset |
|---|---|
Create a spring flower market poster with the exact headline FRESH FLOWERS, the hours OPEN 8 AM - 7 PM, and a clear offer line TODAY ONLY 25% OFF. Make the design feel clean, modern, and ready for a local storefront campaign. | ![]() |
Precise Image Editing Without Rebuilding the Scene
For product and marketing teams, the important edit is often small: change a label, swap a background, recolor packaging, or localize a visual for another market. GPT Image 2 supports image-to-image workflows where the edit can stay focused on the requested area while preserving the surrounding lighting, shadows, framing, and product feel.
| Before | Instruction | After |
|---|---|---|
![]() | Replace the plain oat drink label with a fresh green NOVA OAT LATTE design. Keep the bottle shape, studio lighting, camera angle, and shadow consistent. | ![]() |
High-Fidelity Reference Inputs
GPT Image 2 accepts both text and image inputs, making it a strong choice when you want to preserve a subject, product silhouette, character idea, or visual direction while asking for a new style or composition. Use it to turn rough references into cleaner campaign assets, concept frames, editorial images, and design explorations.
| Reference Workflow | Original Example Asset |
|---|---|
Use the simple orange mascot reference as the hero character, then restyle it into a polished blue editorial card while keeping the recognizable head shape, warm color, and friendly expression. | ![]() |
Production Assets for Marketing and Commerce
GPT Image 2 fits workflows that need more than one beautiful image. Teams can use it to create ad variants, launch graphics, product listing visuals, localized store banners, presentation images, blog artwork, and social campaign concepts from natural language prompts, then iterate quickly as positioning or copy changes.
| Use Case | Original Example Asset |
|---|---|
Generate a coordinated campaign kit from one brief: a paid social sale card, a product launch hero, and a clean guide cover for an internal deck. Keep the assets visually related but formatted for different channels. | ![]() |
How To Use GPT Image 2
Start from a prompt or upload an image, then generate or edit a polished result with GPT Image 2.
Choose GPT Image 2
Use the GPT Image 2 text-to-image tab for new visuals, or GPT Image 2 Edit when you want to revise an uploaded image.
Describe the Result Clearly
Include subject, setting, text that must appear, design format, aspect ratio, and any details that should stay unchanged.
Generate and Refine
Create the first result, then iterate with focused instructions for copy, color, composition, or local edits.
GPT Image 2 Compared With Other Image Models
| Feature | GPT Image 2 | Nano Banana 2 | Seedream 5.0 |
|---|---|---|---|
| Best for text-rich visuals | Excellent | Strong | Strong |
| Text-to-image generation | |||
| Image-to-image editing | |||
| Reference image fidelity | High | High | High |
| Commercial creative workflow | Posters, labels, ads, UI, product edits | Multi-image fusion and high-res assets | Trend-aware creative and multi-round edits |
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Frequently Asked Questions
Learn more about GPT Image 2 image generation and editing.




