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GPT-Image-2

GPT Image 2 is OpenAI's next-gen image model for stronger photorealism, cleaner editing, sharper text rendering, and polished commercial visuals.

GPT Image 2 pricing from $0.02 / image

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GPT Image 2 API Guide

GPT Image 2 API for Text-to-Image and Image-to-Image Generation

Use GPT Image 2 through APIXO to test GPT Image 2 prompts in the playground, inspect real GPT-Image-2 outputs, compare 1K/2K/4K pricing, and move the same GPT Image 2 settings into production API calls.

GPT Image 2 workflow

Build and ship GPT Image 2 API workflows from one page

This GPT Image 2 landing page is designed for users who want to evaluate GPT Image 2 output quality first, then keep the same GPT-Image-2 settings for pricing, API key creation, and documentation handoff.

GPT Image 2 prompt testing

Use the GPT Image 2 playground to compare prompt wording, aspect ratio, and resolution before moving a GPT-Image-2 request into production.

GPT Image 2 demo review

Inspect real GPT Image 2 outputs first, then use Try in Playground only when you want the same demo parameters loaded into the form.

GPT Image 2 API handoff

Move from GPT Image 2 visual testing to API key creation, cURL examples, and production calls without losing the tested image settings.

GPT Image 2 pricing clarity

Compare GPT Image 2 1K, 2K, and 4K pricing on the same page before choosing a cost profile for image generation jobs.

GPT Image 2 image editing

Switch to GPT Image 2 image-to-image mode when a reference visual should guide the style, composition, or creative direction.

GPT Image 2 batch workflows

Use GPT Image 2 on APIXO when async polling, callback delivery, and predictable per-image billing matter for a team workflow.

Model Overview

What is the GPT Image 2 API?

GPT Image 2 is OpenAI's upgraded image model built for teams that need better visual realism and stronger text rendering than baseline text-to-image systems.

The GPT Image 2 API combines prompt-only generation with image-to-image editing, making GPT Image 2 practical for ideation, ecommerce, social creative, and production design workflows.

Why teams are upgrading to GPT Image 2

  • GPT Image 2 improves prompt adherence for composition, lighting, and styling direction.
  • GPT Image 2 produces more reliable text rendering in posters, covers, and promotional graphics.
  • GPT Image 2 can create cleaner detail on faces, products, and material surfaces in commercial scenes.
  • GPT Image 2 supports a smoother transition from concept generation to reference-based image editing.

GPT Image 2 integration patterns for production pipelines

For interactive tools, start with GPT Image 2 async polling and show progress updates in the UI.

For high-volume backend jobs, switch GPT Image 2 to callback mode in your service layer to reduce polling overhead and simplify queue orchestration.

GPT Image 2 API Technical Specs

Current GPT Image 2 API capabilities and integration-relevant constraints.

GPT Image 2 Modes

Text-to-image and image-to-image

GPT Image 2 Resolution

1K, 2K, or 4K

Reference Inputs

Up to 16 image URLs

GPT Image 2 Latency

30–240 seconds by resolution

Key GPT Image 2 capabilities

GPT Image 2 Photorealism

Use GPT Image 2 to generate cleaner lighting, more natural material response, and stronger subject detail for production-ready visuals.

GPT Image 2 Image Editing

Use GPT Image 2 image-to-image mode to transform references while preserving core composition and visual intent.

Sharper Text in GPT Image 2

Render headlines, labels, and layout copy more reliably for posters, social cards, product creatives, and editorial designs.

GPT Image 2 Workflow Friendly

Move from GPT Image 2 prompt testing to API calls, pricing checks, and batch creative production in the same page flow.

What can you build with GPT Image 2?

GPT Image 2 Product Marketing

Create ecommerce hero shots, paid ad creatives, and campaign key visuals with consistent GPT Image 2 composition and quality.

GPT Image 2 Brand Social Content

Generate high-volume social visuals with predictable GPT Image 2 quality for launches, announcements, and evergreen posts.

GPT Image 2 Poster and Editorial Design

Produce poster-style layouts and editorial artwork that need readable text, stronger visual hierarchy, and image generation at scale.

GPT Image 2 Reference-Guided Editing

Upload existing visuals and steer GPT Image 2 style, mood, framing, and creative direction through prompt instructions.

GPT Image 2 notes & limitations

  • GPT Image 2 generation uses async polling by default. Webhook callback is available at API level for backend workflows.
  • GPT Image 2 image-to-image mode requires at least one reference image URL.
  • A maximum of 16 reference image URLs is supported in GPT Image 2 image-to-image mode.
  • Typical GPT Image 2 generation time is 30–240 seconds depending on resolution; timeout strategy should allow up to 10 minutes.
  • All GPT Image 2 requests still need to pass safety and moderation policies.

GPT Image 2 frequently asked questions

Start building

Try the playground above, then move to the API docs when you're ready to integrate.