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What is Wan2.2?

Wan2.2 represents a major upgrade to the Wan collection of open video foundation models by implementing a Mixture-of-Experts (MoE) architecture that differentiates the diffusion denoising process into distinct pathways for high and low noise, which significantly boosts model capacity while keeping inference costs low. This improvement utilizes meticulously labeled aesthetic data that includes factors like lighting, composition, contrast, and color tone, enabling the production of cinematic-style videos with high precision and control. With a training dataset that includes over 65% more images and 83% more videos than its predecessor, Wan2.2 excels in areas such as motion representation, semantic comprehension, and aesthetic versatility. In addition, the release introduces a compact TI2V-5B model that features an advanced VAE and achieves a remarkable compression ratio of 16×16×4, allowing for both text-to-video and image-to-video synthesis at 720p/24 fps on consumer-grade GPUs like the RTX 4090. Prebuilt checkpoints for the T2V-A14B, I2V-A14B, and TI2V-5B models are also provided, making it easy to integrate these advancements into a variety of projects and workflows. This development not only improves video generation capabilities but also establishes a new standard for the performance and quality of open video models within the industry, showcasing the potential for future innovations in video technology.

What is Stable Diffusion?

Stable Diffusion is Stability AI’s image generation model family for creating high-quality visuals from natural language prompts. The models are designed to support many visual styles, including photorealistic images, 3D renders, paintings, illustrations, line art, and stylized creative assets. Stable Diffusion is built for strong prompt adherence, helping users generate images that more closely match detailed creative instructions. It also supports diverse outputs across people, scenes, locations, objects, and visual concepts, making it useful for both creative exploration and production workflows. Stability AI offers multiple model options so users can balance image quality, speed, customization, and hardware requirements based on their needs. Developers can integrate Stable Diffusion into custom applications through the Stability AI API, while enterprises can deploy models in their own environments through self-hosted licensing. Teams can also access the models through cloud partners or use web-based Stability AI applications to start creating without building infrastructure. In addition to text-to-image generation, Stability AI provides image editing tools for object removal, inpainting, outpainting, and other creative adjustments. Upscaling tools help increase image size and resolution, while control tools can transform sketches, structures, and styles into more refined outputs. Stable Diffusion can be used for brand content, product photography, marketing campaigns, creative ideation, application development, design workflows, and enterprise visual production. By combining generation, editing, flexible deployment, and developer access, Stable Diffusion gives creators and organizations a scalable way to produce and customize AI-generated imagery.

Media

Media

Integrations Supported

Fuser
SiliconFlow
WaveSpeedAI

Integrations Supported

Fuser
AI Picasso
AI-FLOW
Amazon Bedrock
Artimator
Azure Marketplace
ChatLabs
Database Mart
Freeflo
Lewis
Mammouth AI
MindMac
Model Playground
PromptBase
Promptus
Rubbrband
Unremot
Waifu Diffusion

API Availability

Has API

API Availability

Pricing Information

Free
Free Version

Pricing Information

$0.2 per image
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Not specified

Company Facts

Organization Name

Alibaba

Date Founded

1999

Company Location

China

Company Website

wan.video

Company Facts

Organization Name

Stability AI

Date Founded

2019

Company Location

United Kingdom

Company Website

stability.ai/stable-image

Categories and Features

AI Models

Not specified

AI Video Generators

Not specified

AI Video Models

Not specified

Categories and Features

AI Anime Generators

Not specified

AI Art Generators

Not specified

AI Image Generators

Not specified

AI Image Models

Not specified

AI Tools

Not specified

Generative AI

Not specified

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