Open source models are crazy. Alibaba just dropped Wan 2.2 Animate, a new model that can animate any character based on a simple souce image. It handles facial expressions and body movements like no other model. 10 insane examples: (sound on)
Unlimited WAN 2.2 Video Generator - 27B MoE Cinematic AI Model
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.
Explore 50+ ModelsAlibaba Wan
WAN 2.2 Animate - AI Character Animation & Video Character Replacement
WAN 2.2 Animate is Alibaba's revolutionary 14-billion parameter AI model specialized in character animation and video character replacement. Built on advanced Mixture-of-Experts (MoE) architecture, this Apache 2.0 licensed model excels at two core capabilities: animating static character photos with reference movements and seamlessly replacing characters in existing videos. With exceptional temporal stability, natural expression preservation, and consistent lighting adaptation, WAN 2.2 Animate delivers cinematic-quality character animation and replacement results.
Explore 50+ ModelsReel · Specifications
What's WAN 2.2
Alibaba's breakthrough Mixture-of-Experts video generation model with revolutionary architecture and cinematic quality
- · 0127B TotalModel Parameters
- · 0214B ActivePer Denoising Step
- · 03+65.6%More Training Images
- · 04+83.2%More Training Videos
WAN 2.2 introduces a groundbreaking Mixture-of-Experts (MoE) architecture with 27B total parameters and 14B active per denoising step, achieving unprecedented cinematic quality.
Unlimited WAN 2.1 Video Generator - Open Source AI with Multilingual Text
Alibaba's revolutionary open-source video generation model suite featuring advanced 3D causal VAE, diffusion transformers, and multilingual support. The first AI video model capable of generating both Chinese and English text in videos, with state-of-the-art physics simulation and motion consistency.
Explore 50+ ModelsReel · Specifications
What's WAN 2.2 Animate
Advanced 14B parameter character animation AI model by Alibaba
- · 0114B ActiveParameters in 27B MoE
- · 022 ModesAnimate & Replace
- · 03120 SecondsMaximum Duration
- · 04Apache 2.0Commercial License
WAN 2.2 Animate features 14 billion active parameters within a 27B MoE architecture, bringing static character photos to life with dual-mode capability.
Reel · Capabilities
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
- Feature 01 / 12
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.
- Feature 02 / 12
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.
- Feature 03 / 12
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.
- Feature 04 / 12
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.
- Feature 05 / 12
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.
- Feature 06 / 12
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.
- Feature 07 / 12
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.
- Feature 08 / 12
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.
- Feature 09 / 12
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.
- Feature 10 / 12
Intelligent Prompt Processing
Advanced prompt expansion and safety checking capabilities ensure optimal results while maintaining content appropriateness and creative intent through sophisticated language understanding.
- Feature 11 / 12
Recallable Task System
Built-in task recall functionality allows retrieval of pending or processing video generations, providing seamless workflow continuity and efficient resource management.
- Feature 12 / 12
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.
Reel · Capabilities
WAN 2.2 Animate's Powerful Features
Discover the advanced capabilities that make WAN 2.2 Animate exceptional for character animation
- Feature 01 / 08
14B Parameter MoE Architecture
Built on advanced Mixture-of-Experts design with 27B total parameters but only 14B active per step, delivering exceptional animation quality while maintaining efficient inference performance and GPU memory optimization.
- Feature 02 / 08
Dual Animation Modes
Supports both animate mode for bringing static photos to life with reference movements, and replace mode for seamlessly swapping characters in videos while preserving original scene lighting and motion dynamics.
- Feature 03 / 08
Holistic Motion Replication
Precisely captures and transfers complete body movements and facial expressions from reference videos, ensuring natural and realistic character animation with exceptional attention to subtle gesture nuances and emotional expressions.
- Feature 04 / 08
High Temporal Stability
Advanced frame consistency algorithms ensure smooth, flicker-free animations across extended sequences, maintaining coherent character appearance and movement flow even in complex dynamic scenes with challenging motion patterns.
- Feature 05 / 08
Natural Expression Preservation
Intelligent facial feature tracking maintains authentic emotional expressions and micro-movements, delivering lifelike character animations that preserve the subtle details of human expressions including eye movements and lip synchronization.
- Feature 06 / 08
Adaptive Lighting Integration
Automatically analyzes and replicates scene lighting conditions when replacing characters, ensuring seamless visual integration with consistent color tone, shadows, and highlights that match the original video environment perfectly.
- Feature 07 / 08
Apache 2.0 Open Source
Released under permissive Apache 2.0 license enabling full commercial use, modification, and distribution rights. Access complete model weights and training methodology for custom implementations and research applications.
- Feature 08 / 08
Flexible Resolution Support
Generate animations in multiple resolutions including 480p and 720p options, with support for videos up to 120 seconds in length, providing adaptable output quality for diverse use cases and platform requirements.
How to Use WAN 2.2 Animate
Step-by-step guide for creating character animations with WAN 2.2 Animate
Prepare Character Photo and Reference Video
Upload a clear character photo in PNG/JPG format and reference video in MP4/MOV/AVI. Match composition and aspect ratio between inputs for optimal animation results.
Wan 2.2 YouTube Videos
Watch demonstrations and tutorials showcasing Wan 2.2's powerful AI video generation and long video capabilities
- How To Use WAN 2.2 in ComfyUI: The BEST FREE AI Video Model - MDMZ
- YouTube video -
- NEW Google VEO 3 Killer? WAN 2.2 AI Video Generator is HERE! - Roboverse
- Wan 2.2 Animate In ComfyUI Using WanVideoWrapper - Tutorial And Usage Examples - Benji’s AI Playground
- Wan 2.2 video model - Magnific
Wan 2.2 YouTube Videos
Watch demonstrations and tutorials showcasing Wan 2.2's powerful AI video generation and long video capabilities
Wan 2.2 Animate YouTube Videos
Watch demonstrations and tutorials showcasing Wan 2.2 Animate's powerful AI character animation and video-to-video transformation capabilities
- WAN 2.2 Animate: Replace Anyone With AI in ComfyUI - MDMZ
- Animate ANY Reference Image with a Video | WAN 2.2 ANIMATE ComfyUI (+workflow) - Max Novak
- This AI Tool Feels ILLEGAL(but it'll change content creation forever) | Wan 2.2 Animate Tutorial - 100x Engineers
- ComfyUI WAN 2.2 Animate: Workflow Power-up & More Animation Tips! - Nerdy Rodent
- Wan 2.2 Animate V2 Update And Video Detail Enhancer - This Trick Fixes Blurry Hands & Faces - Benji’s AI Playground
- Wan 2.2 Animate | How to use it for Completely free.. - Abhijeet Kalamkar - Ai Learners India
- WAN Animate just broke the internet (Open-Source Character Replacement) - Sirio
- This is the ultimate AI video tool. Wan Animate tutorial - AI Search
Wan 2.2 Animate YouTube Videos
Watch demonstrations and tutorials showcasing Wan 2.2 Animate's powerful AI character animation and video-to-video transformation capabilities
WAN 2.2 Popular Reviews on X
See what people are saying about WAN 2.2 Animate on X (Twitter)
Wan 2.2 Animate is CRAZY and it actually excels at 3 things from my tests: 1. Lip syncing (so far the best open source I have seen, beating Runway Act2) 2. Consistent lighting & shadows with color tone replication when you swap a character 3. It keeps the replacement character Show more
Wan 2.2 Animate Lip syncing Test. Definitely way better than Runway Act2 in my opinion. Takes about 8 minutes for a HD video to be processed at 720p vertical (reels style)
You've probably seen viral character swaps from Wan 2.2 Animate. But now you can swap the character AND background using a reference video + new image. I turned myself into a YouTuber in Paris. How it works 👇
New tool to swap characters in a video: Wan 2.2 Animate Spent a few hours testing it out this weekend and have some thoughts on strengths + weaknesses. It's particularly strong at videos like this where you need to replicate lip sync and body movement. Other tips ⬇️
Wan 2.2 Animate is actually Crazy!! You can replace characters from a simple source image. No need to first frame anymore. It handles facial expressions and body movements like no other model I have ever seen. It is open source and free to use, that's the crazy part!
pretty much the end for dancing influencers lol… wan 2.2 animate can not only copy crazy camera moves, but it literally mimics body moves and.. even facial expressions accurately like honestly… can you even tell which one’s the real video?
omg... it's over... Hollywood has officially been left behind you can swap out any actor from any film in one click using Higgsfield’s Wan Replace, it even works with intense camera motion now, anyone can achieve Hollywood level motion control using AI here’s how to do it:
Just tried Wan2.2-Animate... and HOLY SMOKES, it's PERFECT! 🤯 @Alibaba_Wan
What used to take hours in After Effects now takes just ONE prompt. Nano Banana, Seedream 4, Wan 2.2, Runway Aleph et al are pioneering instruction-based editing -- collapsing complex VFX pipelines into a single, implicit step. Here's everything you need to know in 10 mins: Show more
WAN 2.2 Animate Popular Reviews on X
See what people are saying about WAN 2.2 Animate on X (Twitter)
Open source models are crazy. Alibaba just dropped Wan 2.2 Animate, a new model that can animate any character based on a simple souce image. It handles facial expressions and body movements like no other model. 10 insane examples: (sound on)
Wan 2.2 Animate is CRAZY and it actually excels at 3 things from my tests: 1. Lip syncing (so far the best open source I have seen, beating Runway Act2) 2. Consistent lighting & shadows with color tone replication when you swap a character 3. It keeps the replacement character Show more
Wan 2.2 Animate Lip syncing Test. Definitely way better than Runway Act2 in my opinion. Takes about 8 minutes for a HD video to be processed at 720p vertical (reels style)
You've probably seen viral character swaps from Wan 2.2 Animate. But now you can swap the character AND background using a reference video + new image. I turned myself into a YouTuber in Paris. How it works 👇
New tool to swap characters in a video: Wan 2.2 Animate Spent a few hours testing it out this weekend and have some thoughts on strengths + weaknesses. It's particularly strong at videos like this where you need to replicate lip sync and body movement. Other tips ⬇️
Wan 2.2 Animate is actually Crazy!! You can replace characters from a simple source image. No need to first frame anymore. It handles facial expressions and body movements like no other model I have ever seen. It is open source and free to use, that's the crazy part!
pretty much the end for dancing influencers lol… wan 2.2 animate can not only copy crazy camera moves, but it literally mimics body moves and.. even facial expressions accurately like honestly… can you even tell which one’s the real video?
omg... it's over... Hollywood has officially been left behind you can swap out any actor from any film in one click using Higgsfield’s Wan Replace, it even works with intense camera motion now, anyone can achieve Hollywood level motion control using AI here’s how to do it:
Just tried Wan2.2-Animate... and HOLY SMOKES, it's PERFECT! 🤯 @Alibaba_Wan
What used to take hours in After Effects now takes just ONE prompt. Nano Banana, Seedream 4, Wan 2.2, Runway Aleph et al are pioneering instruction-based editing -- collapsing complex VFX pipelines into a single, implicit step. Here's everything you need to know in 10 mins: Show more
FAQ
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
Still have questions?
WAN 2.2 uses a groundbreaking dual-expert system with 27B total parameters but only 14B active per denoising step. This includes specialized high-noise and low-noise experts that optimize computational efficiency while maintaining superior video quality. The architecture enables faster inference with better results compared to traditional single-model approaches.
WAN 2.2 generates videos up to 5 seconds (65-257 frames) at 480p and 720p resolutions with configurable aspect ratios (16:9, 9:16, 1:1, 4:3, 3:4). It supports 8-30 FPS frame rates and features both 5B and 14B parameter variants for text-to-video, plus a premium 14B model for image-to-video conversion with cinema-grade aesthetic controls.
WAN 2.2 uses English prompts and supports multiple prompt formulas: Basic (Subject + Scene + Motion), Advanced (adds Aesthetic Control + Stylization), and Image-to-Video (Motion Description + Camera Movement). Use specific cinematic terms like 'dolly in', 'static shot', lighting descriptions, and stylization keywords for best results. The model supports up to 512 tokens per prompt.
WAN 2.2 includes built-in safety checkers and content filtering systems that can be enabled during generation. The model follows responsible AI practices with content appropriateness checks, though specific safety measures can be configured based on use case requirements. Users are responsible for ensuring ethical content generation under the Apache 2.0 license terms.
WAN 2.2 offers three main variants: 5B text-to-video (efficient, consumer-friendly), A14B text-to-video (premium quality, superior motion control), and A14B image-to-video (specialized for image animation with enhanced visual consistency). The A14B models provide better cinematic quality and motion fidelity but require more computational resources.
WAN 2.2 requires substantial computational resources, with the A14B models recommended for systems with 80GB+ VRAM for optimal performance. Consumer GPUs like RTX 4090 can run the models but with longer generation times. Current limitations include maximum 5-second video duration, English-only prompt support, and dependency on high-quality input prompts for best results.
FAQ
Frequently Asked Questions
Common questions about WAN 2.2 Animate
Still have questions?
WAN 2.2 Animate employs an advanced Mixture-of-Experts (MoE) architecture with 27 billion total parameters but only 14 billion active per inference step. This design uses a two-expert system: a high-noise expert handles early denoising stages focusing on overall layout, while a low-noise expert refines video details in later stages. This approach delivers exceptional animation quality while maintaining efficient GPU memory usage and inference performance comparable to a standard 14B model.
Animate mode brings static character photos to life by applying movements and expressions from a reference video to the subject, creating new animated footage. Replace mode takes an existing video and swaps the original character with a new one while precisely preserving the scene's lighting conditions, color tone, shadows, and the original motion dynamics. Both modes support resolutions up to 720p and videos up to 120 seconds in length.
The model accepts character photos in PNG or JPG formats (WEBP should be avoided for optimal results). Reference videos should be in MP4, MOV, or AVI formats with file sizes up to 500MB. For best results, ensure the input image and reference video have matching composition, consistent aspect ratios, and similar camera angles. The model supports 480p and 720p output resolutions.
The model implements advanced frame consistency algorithms that maintain smooth, flicker-free animations across extended sequences. It achieves high temporal stability by preserving coherent character appearance and motion flow throughout the generated video, even in complex dynamic scenes with challenging movement patterns. This is particularly important for professional applications requiring consistent quality across the entire video duration.
Yes, WAN 2.2 Animate is released under the Apache 2.0 license, which is a permissive open-source license allowing full commercial use, modification, and distribution rights. Users can access complete model weights and training methodology for custom implementations, research applications, and production deployments without licensing restrictions or royalty fees.
While WAN 2.2 Animate offers impressive capabilities, it has some limitations: maximum output resolution is currently 720p (not 4K), video length is capped at 120 seconds, and optimal results require careful matching of input image and reference video composition. The model works best when the aspect ratios are consistent between inputs, and complex lighting scenarios or extreme motion patterns may occasionally produce less consistent results.