Image generation & editing
Image generation & editing covers text/image-to-image generation and prompt-based editing models.
In brief
Image generation & editing, in brief.
What it isImage generation & editing covers text/image-to-image generation and prompt-based editing models.
Where it sitsOne of 24 categories in the Models layer. Models are the trained systems that do the work: language models, and models for speech, images, video, code, translation and forecasting. This layer covers both closed models reached through an API and open models you can download.
What we track36 products, including Adobe Firefly (incl. Firefly Services API), Amazon Nova Canvas, Bria, Civitai (model community and generator) and ComfyUI.
The products
36 products in Image generation & editing.
Each name opens a search for that product in our index.
ProductMakerIts own site
From our census of 2026-11-08. A product listed here is one that belongs in this category; the search answer says whether we have checked it.
Questions
Image generation & editing, answered.
What is Image generation & editing in AI infrastructure?Image generation & editing covers text/image-to-image generation and prompt-based editing models.
Which layer of AI infrastructure is Image generation & editing in?Image generation & editing is in the Models layer. Models are the trained systems that do the work: language models, and models for speech, images, video, code, translation and forecasting. This layer covers both closed models reached through an API and open models you can download.
Which products are in Image generation & editing?We track 36 products in Image generation & editing, including Adobe Firefly (incl. Firefly Services API), Amazon Nova Canvas, Bria, Civitai (model community and generator), ComfyUI, ControlNet, Diffusers and ERNIE Image / ERNIE-ViLG. The full list is on this page.
Models
The other categories in Models.
3D generation & motionAvatar / digital humansBackground removal & mattingBenchmarks & leaderboardsCode modelsEmbedding modelsFrontier model APIsImage upscaling & restorationLip-sync & dubbingMachine translation APIsModel hubs / registriesMultilingual / regional-language modelsMultimodal / vision-language modelsMusic & audio generationOpen-weight model familiesRealtime speech-to-speech modelsReasoning modelsRerankersSmall / on-device LLMsSpeech (STT/TTS)Time-series foundation modelsVideo generationWorld models