Stable Diffusion

What is Stable Diffusion?#

Stable Diffusion refers to Stability AI's family of open-weight image and video generation models, spanning Stable Diffusion 3.5, Stable Image Ultra, and Stable Video. Developers can use the Stable Assistant web app, the Stability API, partner platforms like fal.ai and Replicate, or self-host the weights on their own GPUs.

What can Stable Diffusion do?#

• 01

  Image models

  Stable Diffusion family for still image generation and editing

• 02

  Video models

  Generate and edit video content for production

• 03

  Audio models

  Stable Audio for music and sound generation

• 04

  3D models

  3D and 4D volumetric media for gaming worlds

• 05

  Brand Studio

  Managed creative platform keeping outputs on-brand

• 06

  Platform API

  Integrate image, video and audio generation with no infra

• 07

  Self-hosted license

  Run the models inside your own environment for data control

• 08

  Cloud platform integrations

  Available via Amazon Bedrock and other clouds

Use Cases#

• “Marketing teams — Produce on-brand campaign visuals with image generation and editing tools.
• “Game studios — Build immersive 3D and 4D worlds with volumetric generative models.
• “Film and entertainment — Speed up storyboarding through color grading with image and video tools.
• “Enterprise retailers — Generate high-quality product visuals like Mercado Libre did to lift click-through.
• “Developers — Ship Stable Diffusion apps via Platform API or Amazon Bedrock without managing infra.