Generate from text
Turn a written brief into product images, posters, portraits and other visual directions.
GPT Image 2 AI Image Generator & Editor
GPT Image 2 is OpenAI's image generation and editing model for creating visuals from text or reference images. Use it directly on this Flux Art multi-model AI visual creation and production platform to generate or edit product images, posters and high-resolution visuals.
Create with GPT Image 2 here
Choose text generation or image editing, set size and quality, then create directly. This topic page is locked to GPT Image 2.
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GPT Image 2 FAQ
What is GPT Image 2?
GPT Image 2 is OpenAI's image generation and editing model released on April 21, 2026. OpenAI describes it as supporting fast, high-quality generation and editing, flexible image sizes and high-fidelity image inputs.
What is the relationship between GPT Image 2 and ChatGPT Images 2.0?
GPT Image 2 is the image model available through OpenAI's API, while ChatGPT Images 2.0 is OpenAI's ChatGPT product experience. Flux Art provides GPT Image 2 inside its multi-model visual creation workspace.
How do I use GPT Image 2 in Flux Art?
Use the generator on this page, choose Text to Image or Image Edit, write a prompt, upload references when needed, select size and quality, then generate. GPT Image 2 is preselected.
Does GPT Image 2 support reference-image editing?
Yes. OpenAI documents image editing and high-fidelity image inputs for GPT Image 2. In Flux Art, switch to Image Edit and upload the reference images required by your task.
What image sizes and quality levels are available?
Flux Art currently exposes 1K, 2K and 4K size options, valid custom dimensions, and low, medium or high quality for GPT Image 2. OpenAI notes that outputs above 2560 by 1440 total pixels are experimental.
Can GPT Image 2 generate accurate text inside an image?
Text rendering is improved, but OpenAI still lists precise placement and clarity as limitations. Put exact copy in quotation marks, specify its position and hierarchy, then proofread the result before publishing.
What are the main GPT Image 2 limitations?
OpenAI lists latency on complex prompts, imperfect text placement, recurring-character or brand consistency, and precise composition control as limitations. Review these areas after every generation.
How should I compare GPT Image 2 with another model?
Use the same prompt, reference images, size and quality target. Record the output, time and credit cost, then judge the task-specific result instead of relying on a general model ranking.
Can I try GPT Image 2 for free in Flux Art?
Flux Art provides sign-up credits for an initial trial. The generator shows the current credit cost before submission; available credits and plan terms may change, so use the live product display as the source of truth.
Can I use GPT Image 2 output commercially?
Commercial use depends on the current Flux Art terms, applicable OpenAI terms, the rights in your prompts and reference images, and the laws relevant to your project. Review those terms before publishing or licensing an output.
OpenAI · April 21, 2026
What is GPT Image 2?
GPT Image 2 is OpenAI's April 2026 image generation and editing model, with text generation, reference-image editing, high-fidelity image inputs, flexible sizes, and low, medium or high quality options.
Information reviewed August 25, 2026 against OpenAI's official release, model page, image-generation guide and the current Flux Art model configuration.
- 01
- Text to image
- 02
- Reference editing
- 03
- Flexible sizes
- 04
- Low / medium / high
Example brief
A clean studio product hero image for [product], centered composition, soft directional light, premium materials, crisp edges, subtle shadow, 4K commercial photography.
Official capabilities and Flux Art options
What GPT Image 2 is best for
OpenAI positions GPT Image 2 for high-quality image generation and editing with flexible sizes and high-fidelity image inputs. Final text, layout and recurring subjects still need review.
Edit reference images
Upload one or more references and describe the changes or composition you need.
Choose output quality
Use low quality for faster drafts, then medium or high for work that needs more detail.
Control image size
Choose 1K, 2K or 4K presets in Flux Art, or use a valid custom size supported by the model.
Copy and adapt
GPT Image 2 prompt ideas
Start with these prompt directions, then replace the product, scene or campaign details with your own.
Premium product hero image
A clean studio product hero image for [product], centered composition, soft directional light, premium materials, crisp edges, subtle shadow, 4K commercial photography.
Launch poster
A modern launch poster for [campaign], bold central product, refined typography space, high contrast lighting, elegant color palette, polished advertising style.
Professional portrait
A professional portrait of [subject], confident natural expression, clean background, cinematic soft light, realistic skin texture, editorial photography style.
Product background edit
Keep the product shape, label and colors unchanged. Replace only the background with a warm stone studio set, soft morning light and a natural contact shadow.
Feature infographic
A clean product infographic for [product] with three clearly separated feature callouts, simple icons, generous spacing and the exact headline "[headline]".
Social campaign set
A vertical social ad for [campaign], strong visual hook in the top third, product centered, space for caption overlays, coherent brand colors, 4:5 composition.
App interface concept
Three mobile app screens for [product], consistent navigation, accessible contrast, clear cards and realistic interface copy, presented as a polished design review board.
Multilingual poster
A campaign poster with the exact headline "[headline]" and subheading "[subheading]", balanced hierarchy, clear reading order and room around every text block.
Lifestyle product scene
Place [product] in a believable [setting] with natural human interaction, accurate materials, soft documentary lighting and a calm premium brand mood.
Transparent product cutout
A clean isolated image of [product], accurate edges and materials, even studio light, centered composition, transparent background, no props and no text.
Compare on the same task
How GPT Image 2 relates to ChatGPT and other models
Use the same prompt, references, size and quality, and record the results instead of relying on brand impressions.
GPT Image 2 / ChatGPT
GPT Image 2 is the image model, while ChatGPT is an OpenAI product surface. In Flux Art, you can use GPT Image 2 directly for image generation or editing.
Nano Banana 2
When recurring people or products matter, compare Nano Banana 2 with the same prompt and references, then choose from the actual results.
Midjourney V7
For style-led exploration, compare Midjourney V7 with the same brief. This is a selection method, not an unsupported performance ranking.
Official limitations and fixes
Review these four areas after generation
These limitations come from OpenAI's official image-generation guide. The fixes reduce rework but cannot guarantee a perfect result every time.
- Complex prompts can take longer
OpenAI notes that complex prompts may take up to about two minutes. Validate composition at low quality before increasing quality.
- In-image text still needs proofreading
Text rendering is improved, but placement and clarity can still fail. Put exact copy in quotation marks and proofread every character.
- Recurring subjects can drift
People, products or brand elements can change across generations. Reuse reference images and the same base prompt, then compare each result.
- Precise layouts are not guaranteed
Layout-sensitive compositions can still place elements incorrectly. Reduce the number of elements, define reading order, then edit specific issues.
Flux Art
How to use GPT Image 2 in Flux Art
Choose text generation or image editing, define subject, layout, exact text and protected details, then review the result item by item.
- Choose a workflowUse Text to Image for a new visual or Image Edit when you have reference material.
- Write a structured briefName the subject, intended use, composition, exact text, style and constraints.
- Set size and qualityPick the output size and use low for drafts or medium/high for more detailed work.
- Generate and reviewCheck text, product details, recurring subjects and layout before downloading or editing again.
Source notes
Official sources and page information
GPT Image 2 capabilities are summarized from official provider materials. Available modes, parameters and pricing follow the current Flux Art workspace.
Published
Compare related AI image models
Explore AI ecommerce image workflows- Nano Banana ProNano Banana Pro is Google's Gemini 3 Pro Image model for professional image generation and editing with studio-quality precision, advanced control and 1K, 2K or 4K output. Use it in the Flux Art multi-model AI visual creation and production platform for product mockups, posters, diagrams, localization and demanding reference edits.
- Nano Banana 2Nano Banana 2 is Google's Gemini 3.1 Flash Image model for high-quality generation and conversational editing at low latency. Generate or edit with references in the Flux Art multi-model AI visual creation and production platform, with 512, 1K, 2K and 4K options.
- Nano BananaNano Banana is Google's family of native Gemini image generation and editing models: Nano Banana, 2 Lite, 2 and Pro. Generate or edit with references in the Flux Art multi-model AI visual creation and production platform, then switch versions for speed, consistency or precision.
