Model hubs / registries
Model hubs / registries covers the sites where model files and their documentation are published and downloaded.
In brief
Model hubs / registries, in brief.
What it isModel hubs / registries covers the sites where model files and their documentation are published and downloaded.
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 track24 products, including Amazon SageMaker JumpStart / Model Registry, Azure AI Foundry model catalog, Civitai, Docker Hub AI models (Docker Model Runner) and Gitee AI.
The products
24 products in Model hubs / registries.
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
Model hubs / registries, answered.
What is Model hubs / registries in AI infrastructure?Model hubs / registries covers the sites where model files and their documentation are published and downloaded.
Which layer of AI infrastructure is Model hubs / registries in?Model hubs / registries 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 Model hubs / registries?We track 24 products in Model hubs / registries, including Amazon SageMaker JumpStart / Model Registry, Azure AI Foundry model catalog, Civitai, Docker Hub AI models (Docker Model Runner), Gitee AI, GitHub Models, Hugging Face Hub and JFrog ML / Artifactory model registry. 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 generation & editingImage upscaling & restorationLip-sync & dubbingMachine translation APIsMultilingual / 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