GPT Image 2 API
Image APIHOTGPT Image 2 API is built for production image generation workflows that need prompt-driven creation, reference image editing, and predictable API payloads. Use it to create campaign visuals, product shots, social creatives, and design mockups without leaving the SdanceAI generation flow.
The current integration exposes Text to Image and Image to Image variants with 1K, 2K, and 4K pricing tiers, plus common aspect ratios for square, vertical, horizontal, and portrait outputs.
Lowest cost starts at $0.015/image
1K: 3 credits - Text to Image - Fixed per generation
2K: 5 credits - Text to Image - Fixed per generation
4K: 8 credits - Text to Image - Fixed per generation
USD estimates use $0.005/credit with the best annual plan. Final billing follows the selected resolution and model variant.
Core request fields
Use a compact payload for prompt, source images, aspect ratio, resolution, callback, and safety settings.
{
"model": "gpt-image-2-text-to-image",
"input": {
"prompt": "A cinematic night city poster with neon reflections on a rainy street.",
"aspect_ratio": "auto"
}
}Use Text to Image for generation
The playground, request sample, request fields, and pricing on this page follow the selected model type.
View detailed API docsOpen the full API documentation for endpoints, authentication, task polling, and payload details. /models/gpt-image-2.md
promptstringText prompt. Required, maximum 20,000 characters.aspect_ratioenumThe aspect ratio of the generated image is set to auto by default. (auto, 1:1, 3:2, 2:3, 4:3, 3:4, 5:4, 4:5, 16:9, 9:16, 2:1, 1:2, 3:1, 1:3, 21:9, 9:21)resolutionenumImage resolution: Note: Images with a 1:1 aspect ratio cannot be converted to 4K images. Images with the aspect ratio set to "auto" or without a specified aspect ratio parameter will only be converted to 1K images; otherwise, the task will fail to create. (1K, 2K, 4K)What GPT Image 2 API adds to your image workflow
The page follows the same API-first structure as the reference: test the model, understand the fields, then move into integration.
Text-to-image creation
Turn structured prompts into production-ready visuals for posters, ads, thumbnails, concept art, and product scenes.
Reference image editing
Use image inputs to preserve subject context while changing style, background, layout, lighting, or product presentation.
Resolution tiers
Select 1K, 2K, or 4K output tiers to balance iteration cost, preview quality, and final asset sharpness.
API-ready payloads
Work with model IDs, callback URLs, prompt text, input image URLs, aspect ratios, and resolution fields in one predictable request.
From prompt test to image API request
A direct path for teams that want to validate image quality before wiring generation into an app or content pipeline.
1. Choose a mode
Select Text to Image for new visuals or Image to Image when you want reference-guided edits.
2. Submit generation
Call the API with your account key, model ID, prompt, optional input image URLs, aspect ratio, and resolution.
3. Poll and use
Track the task until it succeeds, then use the generated image result in your app, campaign, or asset library.
What you can create with GPT Image 2 API
Use the API when your product needs repeatable, high-quality image generation rather than one-off manual exports.
Successful GPT Image 2 generations from the community
Browse public GPT Image 2 outputs that finished successfully, then open any case to inspect the prompt, settings, and result.
GPT Image-2 - Text to Image
舊官員至今仍然不願悔改。持續讓魔鬼撒旦駕馭他們的身體：〔魔成肉身〕。 ▲上述文字意境的繪圖風格: 社論漫畫插圖,黑色墨水勾勒輪廓，柔和的水彩渲染，交叉排線陰影，邊緣呈現暈染效果； 採用深色墨水陰影點綴。 使用MBM素描紙,高品質的進口素描紙。纖維略長且質地結實，紙面有明顯且獨特的橫條紋理，耐摩擦、抓粉力極強，
GPT Image-2 - Text to Image
I need 11 distinctly separate stationary clipart graphics/icons to symbolically represent these stages of the universes history spaced out on the canvas. More like iconic clipart. The Father looks the same as the son, but give the Father white hair. You can see the son's face. Can you make them as big as you can on an A3 size minimum, high resolution. Add no text or numbers. less detailed pictorial and more icons; 1. God the Father - A majestic being of light, has a form and feature like man but face diffused by light. God the Father Is represented by His Spirit. His spirit is the light that hides His face. The Holy Spirit is an essence/power not a person 2. Son of God. First Begotten. Has some original essence from the Father / like metal casting. 3. Plan of redemption conceived and the anointing of the Son of God with the Father’s spirit. Foreordained. 4. The beginning of created things. The foundation of the universe, suns and one complete water-globe-planet is prominent, no land on the planet 5. The creation of Angels. Lucifer was created first. 6. Other worlds and other inhabitants. They are similar to man, not ugly. 7. Planning of the creation of man between the Father and the Son 8. Lucifers rebellion 9. The creation of man and women. Eve is clothed 10. The Fall of man by deception of the snake. 11. The plan of redemption reconfirmed and activated. The shows the son of God making clothing for Adam and Eve while Adam and Eve are sacrificing a lamb on an alter.
GPT Image-2 - Text to Image
I stationary clipart graphics/icons to symbolically represent one stage of the universes history. More like iconic clipart. Can you make them as big as you can on an A3 size minimum, high resolution. Add no text or numbers. less detailed pictorial and more icons; The beginning of created things. The foundation of the universe, suns and one complete water-globe-planet is prominent, no land on the planet
GPT Image-2 - Text to Image
I need 11 distinctly separate stationary clipart graphics/icons to symbolically represent these stages of the universes history spaced out on the canvas. More like iconic clipart. The Father looks the same as the son, but give the Father white hair. You can see the son's face. Can you make them as big as you can on an A3 size minimum, high resolution. Add no text or numbers. less detailed pictorial and more icons; 1. God the Father - A majestic being of light, has a form and feature like man but face diffused by light. God the Father Is represented by His Spirit. His spirit is the light that hides His face. The Holy Spirit is an essence/power not a person 2. Son of God. First Begotten. Has some original essence from the Father / like metal casting. 3. Plan of redemption conceived and the anointing of the Son of God with the Father’s spirit. Foreordained. 4. The beginning of created things. The foundation of the universe, suns and the water-globe-planet is prominent 5. The creation of Angels. Lucifer was created first. 6. Other worlds and other inhabitants. They are similar to man, not ugly. 7. Planning of the creation of man between the Father and the Son 8. Lucifers rebellion 9. The creation of man and women. Eve is clothed 10. The Fall of man by deception of the snake. 11. The plan of redemption reconfirmed and activated. The shows the son of God making clothing for Adam and Eve while Adam and Eve are sacrificing a lamb on an alter.
GPT Image-2 - Text to Image
I need 11 distinctly separate stationary clipart graphics/icons to symbolically represent these stages of the universes history spaced out on the canvas. More like iconic clipart. The Father looks the same as the son, but give the Father white hair. You can see the son's face. Can you make them as big as you can on an A3 size minimum, high resolution. Add no text or numbers. less detailed pictorial and more icons; 1. God the Father - A majestic being of light, has a form and feature like man but face diffused by light. God the Father Is represented by His Spirit. His spirit is the light that hides His face. The Holy Spirit is an essence/power not a person 2. Son of God. First Begotten. Has some original essence from the Father / like metal casting. 3. Plan of redemption conceived and the anointing of the Son of God with the Father’s spirit. Foreordained. 4. The beginning of created things. The foundation of the universe, plants suns, and the creation only a water planet globe is prominent 5. The creation of Angels. Lucifer was created first. 6. Other worlds and other inhabitants 7. Planning of the creation of man between the Father and the Son 8. Lucifers rebellion 9. The creation of man and women. Eve is clothed 10. The Fall of man by deception of the snake. 11. The plan of redemption reconfirmed and activated.
GPT Image-2 - Text to Image
I need 11 distinctly separate stationary clipart graphics/icons to symbolically represent these stages of the universes history spaced out on the canvas. More like iconic clipart. The Father looks the same as the son, but give the Father white hair. You can see the son's face. Can you make them as big as you can on an A3 size minimum, high resolution. Add no text or numbers. less detailed pictorial and more icons; 1. God the Father - A majestic being of light, has a form and feature like man but face diffused by light. God the Father Is represented by His Spirit. His spirit is the light that hides His face. The Holy Spirit is an essence/power not a person 2. Son of God. First Begotten. Has some original essence from the Father / like metal casting. 3. Plan of redemption conceived and the anointing of the Son of God with the Father’s spirit. Foreordained. 4. The beginning of created things. The foundation of the universe, plants suns, and the creation also of the water-globe called earth is prominent 5. The creation of Angels. Lucifer was created first. 6. Other worlds and other inhabitants 7. Planning of the creation of man between the Father and the Son 8. Lucifers rebellion 9. The creation of man and women 10. The Fall of man by deception of the snake. 11. The plan of redemption reconfirmed and activated.
Built for real image API workflows
Account-gated execution
Users sign in, submit jobs, and consume credits through the existing SdanceAI generation flow.
Input image handling
Image to Image accepts source image URLs, so teams can keep references in their own asset pipeline while generating new variations.
Cost-aware resolution
Start with 1K for fast iteration, then move to 2K or 4K when the prompt and visual direction are ready.
GPT Image 2 API questions
What is GPT Image 2 API best for?
It is best for prompt-based image generation and reference-guided image editing, including product visuals, ads, social creatives, posters, and design mockups.
What is the difference between Text to Image and Image to Image?
Text to Image starts from a prompt only. Image to Image uses one or more source image URLs plus a prompt, making it better for edits, variations, and reference-preserving workflows.
Which resolutions are available?
The current API configuration includes 1K, 2K, and 4K pricing tiers. Choose lower resolution for iteration and higher resolution for final assets.
Which aspect ratios can I use?
The available aspect ratios include auto, 1:1, 9:16, 16:9, 4:3, and 3:4. Match the ratio to your target channel before generating final assets.
How many input images can Image to Image use?
The configured image-to-image payload supports input image URL arrays, with up to 16 source images.
Where can I test it before integrating?
Use the playground on this page to test prompts, input image URLs, aspect ratio, resolution, and API payload behavior before moving into production.
Can I use GPT Image 2 API for commercial workflows?
This page is configured for production image workflows. For commercial use, review your account plan, credit balance, model availability, and applicable content policy requirements.
Does the API support callbacks?
Yes. The request schema includes an optional callback URL so your service can receive task completion notifications.
How should I manage cost?
Use 1K for prompt exploration and bulk drafts, then regenerate selected winners at 2K or 4K when you need sharper final output.
Can I edit existing product photos?
Yes. Use Image to Image with source image URLs and a prompt that describes the exact background, lighting, layout, or styling changes you need.
Turn GPT Image 2 into your image workflow
Open the generator, test a prompt or reference image, then use the API docs when you are ready to connect GPT Image 2 to production.