GPT Image 2 Reference Editor

GPT Image 2 is a web-based AI image generation and editing tool designed for text rendering, realistic scenes, structured compositions, and reference-led edits. It provides two core workflows in one workspace: creating new images from text prompts and editing existing images via uploaded references. The platform is available at GPT Image 2 and supports both Chinese and English interfaces.

What is GPT Image 2?

GPT Image 2 is an image synthesis model that takes text prompts (and optionally reference images) as input and outputs high-quality images optimized for text legibility, realism, and layout structure. It runs entirely in the browser via a web app, with no local installation required. The product is developed by the team behind Vivify, and new accounts are created on Vivify's platform.

Key Features

• Text Rendering — Outputs images with clean, accurate text in headlines, labels, captions, and UI copy, reducing misspellings and edge artifacts.
• World Knowledge — Incorporates semantic understanding for maps, interfaces, diagrams, game scenes, and context-heavy prompts.
• Natural Realism — Produces outputs closer to believable photography and polished screenshots, with less artificial filtering.
• Prompt Alignment — Translates detailed instructions into cleaner layout decisions, stronger object relationships, and usable first drafts.
• Structured Compositions — Handles infographics, ad creatives, interface mockups, and information-dense visuals with controlled layout.
• Image Editing — Supports reference-led edits within the same creation surface, allowing iterative refinement without restarting.

Who is it for?

• Graphic designers — Generate ad creatives with readable copy and clear hierarchy for campaigns.
• UI/UX designers — Create app mockups and dashboard screens with better layout logic.
• Marketers — Produce infographics, product visuals, and promotional images with embedded text.
• Game developers — Simulate screenshot-style scenes with overlays and consistent world details.

What can you do with GPT Image 2?

• Ad Creatives: Generate campaign visuals with legible text, clear hierarchy, and fewer iterative drafts.
• Infographics: Create charts, labels, callouts, and structured information graphics that remain readable and on-prompt.
• UI Mockups: Produce dashboard-like screens, app concepts, and interface compositions with stronger layout logic.
• Game-Like Scenes: Simulate screenshot-style visuals, overlays, and world-aware scene details with consistent consistency.
• Product Visuals: Create launch graphics, hero images, packaging concepts, and product-led compositions for websites and campaigns.
• Reference Edits: Upload a source image, describe the desired change, and iterate within the same GPT Image workspace.

How does GPT Image 2 work?

The creation flow is straightforward: choose a model version (text-to-image or image-to-image), write a descriptive prompt, optionally upload a reference image, then generate. After reviewing the first draft, users can refine with more precise instructions or a stronger reference. The create page and examples are organized around GPT Image 2, keeping the experience consistent.

Pricing

GPT Image 2 follows a freemium model. Basic usage is free, with paid tiers for higher volumes and advanced features (pricing details are available on the pricing page).

FAQ

Can GPT Image 2 render text inside images?

Yes. Text rendering is a core feature, producing cleaner edges and stronger spelling accuracy compared to older image tools.

Can I edit reference images instead of starting from scratch?

Yes. Reference-led edits allow you to upload an image, describe the change, and refine within the same workspace without restarting.

Is GPT Image 2 free?

The service offers a free tier with limitations. Paid plans are available for extended usage on the pricing page.

What languages does the interface support?

Both Chinese and English are supported.

Who develops GPT Image 2?

The product is developed by the Vivify team, and new accounts are created on Vivify's platform.