We used Image2 for a holiday figurine drop. It took two review rounds instead of six, mainly because faces and logo placement stayed consistent.
Lena Ortiz
Creative Director
Integrate the GPT Image 2 API for programmatic image generation and editing. Covers REST API endpoints, pricing, and developer authentication. Try it on Image2.
Upload a photo or write a detailed prompt to watch AI bring your idea to life.

The GPT Image 2 API lets developers programmatically generate and edit images through OpenAI's REST API endpoint. Image2 provides a simpler interface on top of the same model if you want results without building API integrations.
The GPT Image 2 API supports text-to-image generation, image editing with masks, multiple output sizes, and batch requests. Developers can integrate this REST API into any application, or use Image2 for API-level output without writing code.

The GPT Image 2 API accepts text prompts and returns generated images. Developers can specify size, quality level, and output format, then integrate API results directly into any application pipeline.

Upload a source image and a mask to edit specific regions. The API replaces masked areas based on your prompt while preserving the rest — useful for background swaps, object removal, and inpainting.

GPT Image 2 API pricing is per-image based on resolution and quality settings. Understanding the tiers helps you budget for batch processing, A/B testing, and production-scale image generation.

If you need GPT Image 2 output but not API integration, Image2 provides the same model through a browser workspace. No API keys, no code, no rate limit management — just prompt and generate.
Send a POST request to the GPT Image 2 API endpoint with your prompt and parameters. Developers can integrate this REST API into any pipeline, or skip the integration and use Image2 as a no-code interface to the same programmatic model.
Drop product photos, portraits, or sketches—or start blank for text-to-image runs.
"Create a premium skincare product image on soft stone, add botanical shadows, and leave space for a headline." Clear prompts usually work best.
Choose the workflow, output size, and editing approach that match your channel and review stage.
Generate variants, refine specific issues, and export the right asset for web, ads, decks, or social.
Drop product photos, portraits, or sketches—or start blank for text-to-image runs.
"Create a premium skincare product image on soft stone, add botanical shadows, and leave space for a headline." Clear prompts usually work best.
Choose the workflow, output size, and editing approach that match your channel and review stage.
Generate variants, refine specific issues, and export the right asset for web, ads, decks, or social.
Choose flexible credit packs or subscriptions for Image2 image generation, editing, and commercial creative workflows.
Perfect for individuals and light users
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For professional creators and teams
Includes
Annual plan for heavy usage.
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Real teams using Image2 for ecommerce, branding, and marketing workflows.
We used Image2 for a holiday figurine drop. It took two review rounds instead of six, mainly because faces and logo placement stayed consistent.
Lena Ortiz
Creative Director
I can brief Image2 in plain English and get usable ad variants quickly. We still retouch final picks, but 80% of options are campaign-ready.
Marco Chen
Performance Marketer
Text rendering is the biggest win for us. CTA copy is readable at mobile sizes, so we spend less time rebuilding banners in design tools.
Aya Nakamura
Art Director
For product pages, Image2 helped us turn raw studio shots into clean hero visuals in one afternoon. Shadows and reflections look natural enough for launch.
Omar Reyes
E-commerce Lead
What surprised me is iteration speed. I can ask for five style directions, reject three, and refine the remaining two without starting over.
Zainab Hussain
Brand Designer
Our team uses Image2 for localization mockups before paid production. It catches layout issues early and cuts rework with external studios.
Aliza Khan
Product Marketing Manager
Character consistency is finally reliable. We kept one mascot identity across social posts, email headers, and landing graphics for a full month.
Farhan Siddiqui
Growth Manager
We used Image2 for a holiday figurine drop. It took two review rounds instead of six, mainly because faces and logo placement stayed consistent.
Lena Ortiz
Creative Director
I can brief Image2 in plain English and get usable ad variants quickly. We still retouch final picks, but 80% of options are campaign-ready.
Marco Chen
Performance Marketer
Text rendering is the biggest win for us. CTA copy is readable at mobile sizes, so we spend less time rebuilding banners in design tools.
Aya Nakamura
Art Director
For product pages, Image2 helped us turn raw studio shots into clean hero visuals in one afternoon. Shadows and reflections look natural enough for launch.
Omar Reyes
E-commerce Lead
What surprised me is iteration speed. I can ask for five style directions, reject three, and refine the remaining two without starting over.
Zainab Hussain
Brand Designer
Our team uses Image2 for localization mockups before paid production. It catches layout issues early and cuts rework with external studios.
Aliza Khan
Product Marketing Manager
Character consistency is finally reliable. We kept one mascot identity across social posts, email headers, and landing graphics for a full month.
Farhan Siddiqui
Growth Manager
We replaced a lot of manual compositing with Image2. Background swaps and object cleanup are much faster, especially for weekly promos.
Sana Sheikh
Social Media Lead
I like that I can keep prompts simple. Short creative briefs usually work, and the model follows constraints better than most tools we tested.
Hassan Ali
Motion Designer
For A/B testing, Image2 gives us enough high-quality variants to learn faster. That shortened our creative testing cycle by roughly two days.
Elena Petrova
UI Designer
The first outputs are not always perfect, but edits are predictable. After two or three passes, we usually get a version the team can approve.
Miguel Alvarez
Localization Manager
We run a small team, so production bottlenecks hurt. Image2 lets one designer handle work that used to require separate illustration and retouch support.
Noura Haddad
Campaign Manager
Packaging mockups used to be outsourced. Now we draft concepts in Image2, align internally, and only send final directions to vendors.
Priya Sharma
Content Strategist
Our onboarding was straightforward. New teammates can start producing decent visuals in their first week without learning complex prompt tricks.
Daniel Kim
Studio Producer
We replaced a lot of manual compositing with Image2. Background swaps and object cleanup are much faster, especially for weekly promos.
Sana Sheikh
Social Media Lead
I like that I can keep prompts simple. Short creative briefs usually work, and the model follows constraints better than most tools we tested.
Hassan Ali
Motion Designer
For A/B testing, Image2 gives us enough high-quality variants to learn faster. That shortened our creative testing cycle by roughly two days.
Elena Petrova
UI Designer
The first outputs are not always perfect, but edits are predictable. After two or three passes, we usually get a version the team can approve.
Miguel Alvarez
Localization Manager
We run a small team, so production bottlenecks hurt. Image2 lets one designer handle work that used to require separate illustration and retouch support.
Noura Haddad
Campaign Manager
Packaging mockups used to be outsourced. Now we draft concepts in Image2, align internally, and only send final directions to vendors.
Priya Sharma
Content Strategist
Our onboarding was straightforward. New teammates can start producing decent visuals in their first week without learning complex prompt tricks.
Daniel Kim
Studio Producer
For social campaigns, we need volume and consistency. Image2 gives both, and we can keep brand color and typography direction intact.
Sofia Rossi
Visual Designer
I use it as a fast pre-visualization tool for client pitches. Stakeholders understand concepts quicker when they see polished image directions early.
Lucas Weber
Product Designer
We tested Image2 against our previous workflow and saw fewer revision tickets from marketing. Most feedback moved from 'fix quality' to 'fine-tune style'.
Yuna Park
Marketing Ops Manager
The model handles mixed tasks well: generate, edit, then localize. Doing all three in one flow saves context switching across tools.
Arjun Mehta
Creative Technologist
For ecommerce launches, timing matters. Image2 helped us publish product assets before deadline when our photo schedule slipped.
Camila Torres
Paid Social Specialist
It is now part of our weekly content stack. Not a full replacement for designers, but a practical accelerator that improves output quality.
Ivan Novak
Brand Manager
For social campaigns, we need volume and consistency. Image2 gives both, and we can keep brand color and typography direction intact.
Sofia Rossi
Visual Designer
I use it as a fast pre-visualization tool for client pitches. Stakeholders understand concepts quicker when they see polished image directions early.
Lucas Weber
Product Designer
We tested Image2 against our previous workflow and saw fewer revision tickets from marketing. Most feedback moved from 'fix quality' to 'fine-tune style'.
Yuna Park
Marketing Ops Manager
The model handles mixed tasks well: generate, edit, then localize. Doing all three in one flow saves context switching across tools.
Arjun Mehta
Creative Technologist
For ecommerce launches, timing matters. Image2 helped us publish product assets before deadline when our photo schedule slipped.
Camila Torres
Paid Social Specialist
It is now part of our weekly content stack. Not a full replacement for designers, but a practical accelerator that improves output quality.
Ivan Novak
Brand Manager
Technical questions about GPT Image 2 API pricing, rate limits, developer authentication, supported formats, and how Image2 relates to direct REST API access.
Pricing depends on image size and quality tier. Standard quality at 1024x1024 is the most affordable option. Check OpenAI's current pricing page for exact rates, as they adjust periodically.
OpenAI provides initial API credits for new developer accounts. After those are used, you pay per image through the REST API. Image2 offers its own free tier that accesses the same model without requiring an OpenAI API key.
You need an OpenAI API key passed in the Authorization header. Image2 handles authentication internally, so you do not need your own API key to generate images through the platform.
Yes. The API supports programmatic batch requests for processing multiple images in a single call. This is useful for developer workflows like ecommerce catalogs, marketing campaigns, or any integration that needs images at scale.
The API accepts PNG and JPEG inputs for editing and returns PNG or JPEG outputs. You can also request base64-encoded responses for direct embedding in applications.
Use the REST API if you are a developer building programmatic image generation into your own product. Use Image2 if you need GPT Image 2 output for design, marketing, or content work without API integration.
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Choose your path: integrate the GPT Image 2 API into your product, or use Image2 to access the same model instantly without code.