WAN 2.2
Alibaba's next-generation video generation model featuring 27B parameters with 14B active per step, Mixture-of-Experts architecture, and enhanced visual quality. Achieves breakthrough performance in cinematic video generation with improved motion control, faster generation speeds, and extended training data.
Experience WAN 2.2
Generate professional-quality videos with cinematic motion and enhanced details using Alibaba's most advanced AI video generation model
What's WAN 2.2
Alibaba's breakthrough Mixture-of-Experts video generation model with revolutionary architecture and cinematic quality
WAN 2.2 represents a quantum leap in AI video generation technology, introducing a groundbreaking Mixture-of-Experts (MoE) architecture with 27B total parameters and 14B active per denoising step. With 65.6% more training images and 83.2% more training videos compared to its predecessor, WAN 2.2 achieves unprecedented cinematic quality, motion fidelity, and generation efficiency that sets new standards for AI-powered video creation.
Key Highlights
Revolutionary Mixture-of-Experts Architecture
Features dual-expert system with specialized high-noise and low-noise experts, optimizing computational efficiency while maintaining 27B parameter scale with only 14B active parameters per step for superior performance.
Expanded Training Dataset
Trained on massively expanded dataset with 65.6% more images and 83.2% more videos, including aesthetic data with detailed labels for lighting, composition, and color grading to achieve cinematic-quality outputs.
Enhanced Motion Control & Physics
Delivers exceptional motion consistency and realistic physics simulation with smooth object interactions, complex body movements, and fluid camera motions that accurately reflect real-world dynamics.
Consumer GPU Accessibility
Optimized for consumer hardware with efficient inference on NVIDIA RTX 4090, making professional-grade video generation accessible to creators and researchers with standard gaming equipment.
Technical Specifications
Duration
Up to 5 seconds (129-257 frames)
Resolution
480p, 720p
Aspect Ratio
16:9, 9:16, 1:1, 4:3, 3:4
Frame Rate
8-30 FPS (adjustable)
Audio
Input Types
Text prompts, Images
Max Prompt Length
512 tokens
WAN 2.2's Advanced Features
Explore the cutting-edge capabilities that make WAN 2.2 the most powerful AI video generation model, featuring Mixture-of-Experts architecture and unprecedented cinematic quality
Mixture-of-Experts Architecture
Revolutionary dual-expert system with 27B total parameters and 14B active per step, utilizing specialized high-noise and low-noise experts for optimal computational efficiency and superior video quality.
Massively Expanded Training Data
Trained on 65.6% more images and 83.2% more videos compared to WAN 2.1, including aesthetic data with detailed labels for lighting, composition, and color grading to achieve cinematic outputs.
Enhanced Motion Consistency
Delivers exceptional temporal coherence with smooth object interactions, complex body movements, and fluid camera motions that accurately simulate real-world physics and dynamics.
Multi-Resolution Support
Supports both 480p and 720p video generation with configurable aspect ratios including 16:9, 9:16, 1:1, 4:3, and 3:4 for diverse creative applications and platform requirements.
Flexible Frame Control
Generate videos with 65-257 frames (up to 5 seconds) at 8-30 FPS, providing precise control over video duration and temporal dynamics for various creative needs.
Advanced Text-to-Video Generation
Transform detailed text prompts into high-quality videos with superior understanding of complex descriptions, action sequences, and scene compositions through enhanced language processing.
Premium Image-to-Video Conversion
Convert static images into dynamic videos with the 14B A14B model, maintaining visual consistency while adding realistic motion and temporal depth to still imagery.
Consumer GPU Optimization
Efficiently runs on NVIDIA RTX 4090 and similar consumer hardware, making professional-grade video generation accessible to creators without enterprise-level equipment.
High-Quality Cinematic Output
Produces cinema-quality videos with enhanced visual fidelity, realistic lighting, professional color grading, and natural motion blur that rivals traditional video production.
Intelligent Prompt Processing
Advanced prompt expansion and safety checking capabilities ensure optimal results while maintaining content appropriateness and creative intent through sophisticated language understanding.
Recallable Task System
Built-in task recall functionality allows retrieval of pending or processing video generations, providing seamless workflow continuity and efficient resource management.
Open Source Accessibility
Released under Apache 2.0 license with full model weights and inference code available, enabling researchers and developers to build upon the technology for innovative applications.
WAN 2.2 Frequently Asked Questions
Find answers to the most common questions about WAN 2.2's Mixture-of-Experts architecture, capabilities, and usage
How to Use WAN 2.2 for Text-to-Video Generation
Master the art of creating professional-quality videos from text prompts using WAN 2.2's advanced Mixture-of-Experts architecture and cinematic controls
Craft Your Text Prompt
Configure Video Parameters
Generate and Refine
How to Use WAN 2.2 Image-to-Video
Learn how to transform static images into cinematic videos using WAN 2.2's advanced image-to-video generation capabilities
Upload Your Image
Write Motion Description
Generate & Download
Pricing
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