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Gpt4o Image To Image
Image editgptgpt4o-image-to-image

Gpt4o Image To Image

Transform an input image based on a new prompt — like changing style, lighting, or composition. Useful for reinterpreting visuals while keeping structure.

GPT guideVerified

OpenAI's image lines. GPT Image 1.5 (text-to-image) and GPT Image 2 (text-to-image + image-to-image with up to 16 references) are the flagships. GPT-4o Image is the multimodal-chat variant.

Strengths
  • Best instruction-following + scene composition in our image catalog.
  • GPT Image 2 accepts up to 16 reference images for style transfer / editing.
  • Reliable for typography (better than Midjourney, behind Ideogram).
  • Multimodal understanding — interprets reference images at semantic level, not just visual.
Weaknesses
  • Premium pricing.
  • Filters reject more prompts than competitors.
  • Stylization is OK but not its strength.
Best for
  • Complex scene composition with explicit positioning
  • Brand-consistent work via reference packs (16 images)
  • Diagrams, infographics, slides with text
Prompting tips
  • Be explicit about subjects, positions, what's where.
  • Long prompts work — GPT 2 supports up to 20,000 characters.
  • Reference packs: include shots of the SAME subject from multiple angles for best consistency.
Parameters
  • images_list
    array
    Upload or provide reference images. Used for image-to-image generation.
  • aspect_ratio
    string
    Aspect ratio of the output image.
    1:12:33:2
    default: 1:1
  • num_images
    int
    Number of images generated in single request. Each number will charge separately
    124
    default: 1
You'll need
  • A text prompt
  • Source images
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