Product photos
Test GPT Image, Imagen 4, and Firefly against your exact SKU photos and brand constraints.
Image Generator Guide
This guide ranks image generators by real jobs: product visuals, editing, social assets, typography, developer API access, and local/open workflows.
Shortlist
Test GPT Image, Imagen 4, and Firefly against your exact SKU photos and brand constraints.
Use GPT Image or FLUX Kontext-style workflows when the task is changing an existing image.
Gemini image models and FLUX production APIs are useful for quick iteration.
Stable Diffusion 3.5 and FLUX variants are stronger when self-hosting matters.