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GPT Image 2 - OpenAI image generation and editing model on WaveSpeed
Available on WaveSpeed

GPT Image 2 — OpenAI Image Generation & Editing on WaveSpeed

OpenAI's state-of-the-art image generation and editing model for fast, high-quality outputs, flexible image sizes, and high-fidelity image inputs.

State-of-the-Art Image Generation

GPT Image 2 is an OpenAI image generation model built for AI image creation, AI photo editing, poster design, infographic generation, and photorealistic marketing visuals on WaveSpeed.

AI Poster and Album Cover Generation

Create stylized posters, album covers, entertainment key art, and campaign visuals with strong typography, polished composition, and prompt-driven art direction. GPT Image 2 works well for branded creative that needs both visual impact and layout control.

AI Poster and Album Cover Generation - Create stylized posters, album covers, entertainment key art, and campaign visua

AI Infographic and Map Image Creation

Generate educational visuals, travel graphics, annotated maps, and structured infographic-style images with clear hierarchy and clean presentation. This makes GPT Image 2 useful for content marketing, explainers, and information design workflows.

AI Infographic and Map Image Creation - Generate educational visuals, travel graphics, annotated maps, and structured in

Photorealistic Beauty and Skincare Images

Produce high-detail beauty close-ups, skincare campaign images, and cosmetic product visuals with realistic lighting, natural skin texture, and polished editorial quality. GPT Image 2 fits ecommerce, beauty branding, and premium ad creative use cases.

Photorealistic Beauty and Skincare Images - Produce high-detail beauty close-ups, skincare campaign images, and cosmetic pro

Lifestyle Portraits and Creator Marketing Assets

Generate warm lifestyle portraits, creator thumbnails, and personal-brand visuals with natural depth of field, indoor lighting, and approachable storytelling. GPT Image 2 is a strong fit for creator economy content, landing pages, and social media campaigns.

Lifestyle Portraits and Creator Marketing Assets - Generate warm lifestyle portraits, creator thumbnails, and personal-brand visual

GPT Image 2 vs. Traditional Image Generation

See why teams choose GPT Image 2 on WaveSpeed over fragmented image-generation stacks.

Generation quality
Inconsistent quality across prompts
Fast, high-quality outputs by default
Image editing
Weak structure preservation during edits
Higher-fidelity prompt-driven image editing
Input handling
Limited support for image-conditioned workflows
Text and image inputs for generation and editing
Output sizing
Rigid formats and manual resizing
Flexible image sizes for real production use
Integration
Tool fragmentation across generation and edit stacks
One model family, one API surface
Deployment
Complex infra and model orchestration
Managed inference on WaveSpeed

Performance at a Glance

GPT Image 2 supports high-quality image generation and editing workflows with flexible sizing, fast iteration, and production-ready visual output.

4KHigh-resolution visual output
<5sFast image generation workflow
2Core modes: generate + edit
Multi-SizeFlexible image sizing

Integrate in Minutes

Production-ready SDKs for Python and JavaScript. REST API with full OpenAPI spec. Webhook support for async jobs.

  • Supports both image generation and editing flows
  • Flexible image sizing for production assets
  • Available via REST API and SDK workflows
import wavespeed
output = wavespeed.run(
"openai/gpt-image-2",
{
"prompt": "Premium product photo on a soft neutral background",
"size": "1536x1024",
}
)
print(output["outputs"][0])

Get Any Tool You Want

1000+ models across image, video, audio, and 3D — all through one API.

FAQ

GPT Image 2 is OpenAI's state-of-the-art image generation model for fast, high-quality image generation and editing, with support for flexible image sizes and high-fidelity image inputs.

Yes. GPT Image 2 supports image editing workflows using image inputs plus text instructions, making it suitable for creative changes, asset iteration, and marketing variants.

It works well for ad creatives, ecommerce assets, social content, concept visuals, product mockups, and image transformation workflows where quality and speed both matter.

Yes. GPT Image 2 supports flexible image sizes, which makes it easier to fit generated or edited images into a wide range of production formats.

You can access GPT Image 2 through WaveSpeed's hosted model experience or API-based workflows, depending on whether you're building interactive tools or automated pipelines.

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