OpenAI

GPT Image

OpenAI GPT Image generates images directly from the GPT-4 architecture, combining deep language understanding with visual generation. Available in GPT Image 1 and 1.5 with quality and background controls.

GPT Image is OpenAI's native image generation model built on the GPT-4 architecture. Unlike earlier DALL-E models, GPT Image understands nuanced, multi-part prompts at a deeper level thanks to its foundation in language modeling. GPT Image 1 offers solid general-purpose generation with image editing support. GPT Image 1.5 adds quality tiers — Low, Medium, and High — plus background control (auto, transparent, opaque) for product photography and design workflows. Both support transparent PNG output. The Low tier on 1.5 is the lightest way to leverage GPT-4-level prompt understanding on Astorie.

Illustrative sample of OpenAI GPT Image on the Astorie canvas — a clean product render on a transparent-style background reflecting deep prompt understanding
Illustrative sample — representative output, not a verbatim model render

GPT Image Variants

VariantDescription
GPT Image 1Native OpenAI image generation with editing support and multiple sizes.
GPT Image 1.5Enhanced variant with quality tiers, background control, and transparent output.

Capabilities

Text-to-Image
Image-to-Image
Image Editing
Reference Images
Multiple Images
Tagging

Best For

  • Complex multi-part prompts requiring deep language understanding
  • Product photography with transparent backgrounds
  • Image editing and modification of existing images
  • General-purpose generation with solid overall quality

Strengths

  • Superior understanding of complex, nuanced prompts
  • Built-in image editing — modify and refine without separate tools
  • Transparent PNG output for design and product workflows
  • Quality tiers in 1.5 let you balance speed vs fidelity
  • Background control (transparent, opaque, auto) for product shots

Limitations

  • Overall visual quality slightly below FLUX Pro and Imagen 4 for photorealism
  • Visual output tends toward clean, polished aesthetics — raw or grungy artistic styles are harder to achieve
  • For high-volume basic generation, lighter models like FLUX.2 or Imagen 4 Fast turn around more quickly

Tips & Best Practices

GPT Image excels with detailed, descriptive prompts — write out full scenes rather than short keywords.
Use GPT Image 1.5 with transparent background for product images that need compositing.
The editing mode works well for refinements — generate a base image, then edit specific regions.
Use GPT Image 1.5 with "High" quality and transparent background to create product cutouts, then composite them onto scenes generated by other models in a multi-node workflow.

Use GPT Image on Astorie

Connect GPT Image with other AI models on Astorie's infinite canvas. No GPU required — start free.

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Frequently Asked Questions

What is the difference between GPT Image 1 and 1.5?

GPT Image 1 provides solid general-purpose generation with image editing support. GPT Image 1.5 adds quality tiers (Low/Medium/High), background control (transparent, opaque, auto), and improved detail — especially useful for product photography and design workflows.

Can GPT Image create transparent PNG images?

Yes. Both GPT Image 1 and 1.5 support transparent PNG output. GPT Image 1.5 additionally offers explicit background control — set to "transparent" for product cutouts and compositing work.

How does GPT Image compare to DALL-E?

GPT Image replaces DALL-E as OpenAI's image generation model. Built on the GPT-4 architecture rather than a separate diffusion model, it has significantly better prompt understanding, especially for complex multi-part descriptions and nuanced instructions.

Related Features

Related Reading

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