Generate & edit images with GPT Image 2
Generate images from text and edit existing images with precise control — accurate text rendering, targeted editing, and consistent style across generations.
Create a sophisticated vertical 4:5 event poster for a fictional coffee festival in Tokyo. The poster must contain exactly the following visible text: TOKYO COFFEE WEEK 2026 東京コーヒーウィーク September 12–14, 2026 Shibuya Stream Hall Roasters • Workshops • Tastings チケット発売中 Use a refined Japanese editorial design style with warm cream paper texture, dark espresso brown typography, subtle red accents, elegant spacing, and minimal illustrations of coffee beans.
GPT Image 2 Features
Precise Prompt Understanding
GPT Image 2 interprets complex, multi-condition prompts accurately — specifying exact text, layouts, object counts, and spatial relationships. It does not rewrite your prompt, so what you write is what you get.
Accurate Text Rendering
Generate legible, stylistically integrated text directly inside images — labels, headlines, posters, UI copy. Correct spelling and character rendering make it the go-to model for designs where words matter.
Targeted Image Editing
Upload an existing image and describe what to change. GPT Image 2 edits only the specified region — swapping backgrounds, changing product colours, adjusting lighting — while leaving everything else untouched.
Character & Style Consistency
Maintain a subject's identity, outfit, and visual style across multiple generations. Build multi-page illustrations, storyboards, or campaign sets where every frame stays on-brand.
Transparent Backgrounds & Format Control
Export images with transparent PNG backgrounds — ideal for product cut-outs and stickers. Control quality, compression, and output format (PNG, JPEG, WebP) per generation.
World-Knowledge Grounded Generation
Built on GPT-4o's multimodal architecture, GPT Image 2 draws on broad world knowledge for accurate historical references, realistic anatomy, correct brand-adjacent aesthetics, and culturally consistent scenes.
Ready to generate?
Try GPT Image 2 free — accurate text rendering, transparent backgrounds, image editing.
What people build with GPT Image 2
Marketing & advertising
Campaign visuals, ads, and social posts with accurate in-image copy rendered first time.
Product photography
Drop any product into a polished studio scene without a photoshoot.
Image editing
Swap backgrounds, change lighting, or localise visuals with a single text instruction.
Brand & identity
Logos, mockups, and brand assets that respect typography and design guidelines.
Storyboards & illustration
Keep characters and environments visually consistent across an entire storyboard.
UI mockups
Wireframe screenshots and app UI images with readable labels and clean layouts.
GPT Image 2, answered
What is GPT Image 2?
GPT Image 2 is OpenAI's state-of-the-art image generation and editing model, available on Replicate. It handles two primary workflows: generating images from text prompts and editing existing images with instruction-based precision.
How does GPT Image 2 differ from DALL-E 3?
GPT Image 2 is built on a unified multimodal architecture rather than a separate diffusion pipeline. It offers significantly better text rendering inside images, supports transparent backgrounds, allows up to 10 images per request, and understands more complex multi-condition prompts.
Can it render text inside images accurately?
Yes. GPT Image 2 renders legible, correctly spelled text inside images — headlines, labels, UI copy, posters — which is a well-known weakness of most other image models.
Does it support image editing?
Yes. You can upload a reference image and describe the change, and GPT Image 2 will edit only the specified region while preserving the rest of the composition.
Can I generate transparent-background images?
Yes. Set the background parameter to transparent and use PNG or WebP output format to receive a clean cutout suitable for product shots, stickers, and overlays.
Are the images safe for commercial use?
Images generated via Fullmira carry C2PA Content Credentials for transparency. Commercial use is supported — check current OpenAI and Fullmira licensing terms before publishing at scale.