HappyHorse 2
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    • Open Image WorkspaceCreate or edit images with all supported models
    • GPT Image 2NewOpenAI image generation and reference-guided editing
    • Nano Banana 2NewFast Google image generation with multi-reference editing
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    • Qwen Image 3NewStructured prompts, multilingual text, and rich visual detail
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HappyHorse 2

GPT Image 2 | AI Image Creator & Editor

Use GPT Image 2 on our platform to generate images from text prompts or refine existing visuals using reference photos. Pick from the supported aspect ratios and resolution options in the generator, then tweak your prompt or test another model if your project requires a different workflow.

Describe the image you want to generate

Generate 1 images · 30 credits total

GPT Image 2 Workflow

Create and refine AI images with GPT Image 2

Begin with a text prompt prompt or upload a reference photo, select the model-specific output settings, then review and refine your prompt until it matches your vision.

01

Describe the image you need

Outline your desired image’s subject, composition, intended use, visual style, lighting, and any on-image text you want included.

02

Add reference images when needed

Upload reference photos if you want the final output to match an existing product, subject, composition, color palette, or design concept.

03

Choose a ratio and resolution

Pick from the aspect ratio and resolution options listed for GPT Image 2, then generate a draft and refine the prompt using the initial output as a starting point.

Supported Platform Workflow Features

Generate and Edit Images Using GPT Image 2

This page integrates GPT Image 2 with our platform’s hosted generator, reference image upload tools, and model-specific output controls. The settings displayed in the form are the definitive options for every request.

Text-to-image generation and prompt-directed editing

Generate a brand-new image from a written creative brief, or use a prompt to guide adjustments to an uploaded reference photo.

Begin with a text-only request to build a new composition.
Upload a reference image if you want the final output to preserve or revise existing visual details.
Keep generation and edit requests focused on a single clear visual outcome.
Start Generating with GPT Image 2

Reference images for more specific direction

Reference photos help convey product shape, subject identity, color palette, framing, or specific elements of an image that need to stay recognizable.

Explain the purpose of each reference in your prompt.
Separate the elements you want to keep from those you wish to modify.
Follow the upload limits shown in the generator to stay within current platform boundaries.
Start Generating with GPT Image 2

Aspect-ratio and resolution controls

Select the canvas aspect ratio and resolution listed for GPT Image 2, rather than trying to use unsupported output dimensions in the prompt.

Match the aspect ratio to your final use case, like a square product card or vertical social media post.
Use higher resolution only if your project benefits from the increased output size.
Some 4K requests may be adjusted if the selected ratio doesn’t support your chosen resolution setting.
Start Generating with GPT Image 2

No Personal API Key Required for Standard Workflows

Access GPT Image 2 directly in our platform’s generator without needing to input an OpenAI API key during the standard page workflow.

Select GPT Image 2 directly from the generator’s model list.
Review the current credit cost before submitting your request.
Switch to another available model if its workflow better fits your project’s needs.
Start Generating with GPT Image 2
GPT Image 2 Use Cases

Real-World Image Projects for GPT Image 2

Leverage this model for fresh image generation or reference-guided edits when your project requires a clear creative brief and specific output specifications.

Product and packaging images

Build product concepts, e-commerce hero visuals, packaging designs, and campaign-ready still-life shots.

Posters and social graphics

Design poster concepts, event graphics, announcement assets, and social media posts with a defined layout and text hierarchy.

Reference-guided image edits

Revise an existing uploaded photo by specifying which elements to retain, which to adjust, and the intended use of the final edited image.

Concept and campaign visuals

Test art directions, compositions, materials, lighting setups, and visual variations before finalizing a production-ready asset.

GPT Image 2 Prompt Examples

Craft prompts as Clear Creative Briefs

These examples break down subject, composition, intended use, and constraints to make your requests easier to review and refine.

Minimal product hero image

Prompt Framework

[product] + [surface and background] + [lighting] + [camera framing] + [final placement]

View Full prompt DetailsExpand

Full prompt Text

Generate a studio product photo of a matte white insulated water bottle on a pale stone surface. Use soft side lighting, a muted gray background, realistic material reflections, and a centered three-quarter composition with space for a left-aligned headline. This image will serve as a wide e-commerce landing page banner.

Why This Works

The prompt clearly outlines the subject, materials, lighting, framing, and final use case instead of relying on a vague request for a high-end product photo.

Intended Outcome

A polished product composition with ample negative space for future page copy.

Tips

  • Name the surface and material finish if reflections are important to your design.
  • Specify where negative space should appear if the image will sit behind page copy.

Event poster with a defined text hierarchy

Prompt Framework

[event] + [exact copy] + [hierarchy] + [palette] + [format]

View Full prompt DetailsExpand

Full prompt Text

Create a vertical poster concept for a small design conference. Use the exact headline "MAKE THE SYSTEM VISIBLE", supporting text "Tools, teams, and creative operations", and date "18 September 2026". Position the headline in the upper half, make the supporting text and date smaller, and use a black, warm white, and cobalt color palette with geometric editorial shapes.

Why This Works

This request splits exact text from layout hierarchy and visual direction, so the desired structure is simple to interpret.

Intended Outcome

A clear poster direction that can be reviewed for layout and text placement before final production.

Tips

  • Enclose required text in quotation marks to ensure it’s included exactly as written.
  • Limit on-image text to a small amount and double-check every word before publishing your final asset.

Reference-guided packaging revision

Prompt Framework

[elements to preserve] + [elements to change] + [new materials and palette] + [output context]

View Full prompt DetailsExpand

Full prompt Text

Use the uploaded bottle image as your reference. Retain the bottle shape, cap proportions, camera angle, and central positioning. Update the label to a subtle cream paper texture with dark green text, swap the background for a warm limestone surface, and use softer directional daylight. Ensure the final image is suited for a skincare product detail page.

Why This Works

The prompt outlines the elements to keep before detailing the requested changes, cutting down on ambiguity during the edit.

Intended Outcome

A targeted packaging revision that preserves the product’s recognizable core.

Tips

  • List elements that must stay unchanged before describing new styling adjustments.
  • Stick to one reference for core product identity, and use additional references only if they serve a clear purpose.

Vertical social campaign visual

Prompt Framework

[campaign subject] + [vertical composition] + [lighting] + [palette] + [safe text area]

View Full prompt DetailsExpand

Full prompt Text

Generate a 9:16 campaign visual for a citrus sparkling soda. Feature one chilled can in the lower center, paired with sliced grapefruit and condensation droplets. Use bright afternoon lighting, a coral and pale blue color palette, and leave ample uncluttered space in the upper third for a short campaign headline added post-generation. Ensure the product label is readable and the composition works for mobile story placements.

Why This Works

The prompt links the composition to a real-world use case and reserves a specific space for future text additions.

Intended Outcome

A vertical advertising draft with a clear product focus and reserved space for future text.

Tips

  • Mention the target platform format before describing the composition.
  • Omit text from the generated image if you plan to add it precisely in a separate design tool.
When to Choose GPT Image 2

Pick GPT Image 2 When You Need Combined Generation & Reference-Guided Editing

GPT Image 2 is a practical choice if you want to generate images from text, edit using reference photos, and pick from multiple output formats all within a single hosted generator.

Select GPT Image 2 for Detailed Creative Briefs

Use this model if your request includes a clear subject, layout, reference photo guidance, or output format, and you want to iterate within a single browser-based workflow.

Test Other Models If Your Workflow Has Different Needs

Visit a related model page if you need different reference image limits, credit costs, visual styles, providers, or open-weight deployment options. Our generator displays current settings and credit costs for every available model.

FAQs

GPT Image 2 Frequently Asked Questions

What is GPT Image 2?

GPT Image 2 is a powerful OpenAI model for generating and editing AI images. OpenAI supports text input, image uploads and outputs, flexible image dimensions, and targeted image editing as core parts of its workflow.

Can I generate a new image and edit an existing image on this page?

Absolutely. Begin with a text prompt to generate a brand-new image, or upload reference photos and specify which elements to keep and which to adjust. Our platform’s generator handles both workflows using your selected model.

Which aspect ratios and resolutions are available?

Our generator shows all currently supported aspect ratios, plus the 1K, 2K, and 4K resolution options configured for GPT Image 2. Some combination settings may be adjusted if the selected ratio doesn’t support your chosen 4K.

Do I need my own OpenAI API key?

You don’t need to input a personal OpenAI API key during the standard generator flow. Simply sign in to our platform, review the model’s current credit cost, and submit your request via the page.

How should I write a GPT Image 2 prompt?

Craft your prompt like a concise creative brief: outline the subject, composition, intended use, lighting, materials, and any constraints. For editing requests, list the elements you want to keep first, then detail the changes you’d like to make.

Can I use GPT Image 2 output commercially?

Commercial use of GPT Image 2 outputs depends on our platform’s terms, the source material in your prompt or reference photos, and the rights associated with the final image. Always review these conditions before publishing or selling your generated assets.

Is HappyHorse 2 the official GPT Image 2 website?

No. Our platform is an independent third-party service that offers access to multiple image generation models. We are not affiliated with or endorsed by OpenAI.

When should I choose another image model?

Opt for a different model if you need a different provider, credit structure, reference image limits, output controls, visual style, or open-weight deployment option. Our related model pages outline all available workflows on our platform.

Still have questions? Our support team is ready to help.

Related Image Models

Compare GPT Image 2 to Other Image Models on Our Platform

Use our dedicated model pages to compare available controls and pick the workflow that best fits your project.

GPT-4o Image Generator

Compare the earlier OpenAI image workflow and its supported reference image and aspect ratio options.

Discover Our Curated Collection of Associated AI Models

Nano Banana 2 Image Generator

Explore a Google-hosted alternative with its own image upload tools, controls, and credit costs.

Discover Our Curated Collection of Associated AI Models

Seedream 5 Image Generator

Discover another hosted image model ideal for polished creative and campaign-focused outputs.

Discover Our Curated Collection of Associated AI Models

Flux 2 Pro Image Generator

Compare the Flux 2 workflow if your project requires a different model family or visual style.

Discover Our Curated Collection of Associated AI Models

Generate or Edit Images with GPT Image 2

Craft a clear prompt, upload reference photos if they support your vision, and review the available aspect ratio, resolution, and credit settings before generating your final asset.

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