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WAN 2.2 Animate - AI Character Animation & In-Video Character Replacement

Developed by Alibaba, WAN 2.2 Animate is a breakthrough 14-billion parameter AI model purpose-built for character animation and video character replacement. Powered by cutting-edge Mixture-of-Experts (MoE) architecture and released under the open Apache 2.0 license, the model excels at two core use cases: bringing static character photos to life with reference motion, and seamlessly swapping characters in existing videos. Boasting exceptional temporal stability, natural expression retention, and consistent adaptive lighting, WAN 2.2 Animate delivers cinematic-quality results for both character animation and replacement workflows.

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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 Popular Reviews on X

See what people are saying about WAN 2.2 Animate on X (Twitter)

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?

el.cine
el.cine
@EHuanglu

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:

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What's WAN 2.2 Animate

Advanced 14B parameter character animation AI model by Alibaba

14B ActiveParameters in 27B MoE
2 ModesAnimate & Replace
120 SecondsMaximum Duration
Apache 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.

Powerful Core Features of WAN 2.2 Animate

Explore the cutting-edge capabilities that make WAN 2.2 Animate a standout tool for professional character animation

14B Parameter MoE Architecture

This advanced Mixture-of-Experts design hosts 27B total parameters, with only 14B activated per inference step. It delivers industry-leading animation quality while keeping inference fast and delivering consistent GPU memory optimization.

Dual Animation Modes

Offers two distinct workflow options: animate mode breathes life into static photos using reference movement data, while replace mode seamlessly swaps characters in existing videos while retaining the original scene’s lighting and motion dynamics.

Holistic Motion Replication

Pinpoint-accurately captures and transfers full-body movements and facial expressions directly from reference videos, resulting in naturally realistic character animation with exceptional attention to subtle gesture nuances and authentic emotional expression.

High Temporal Stability

Advanced frame consistency algorithms deliver smooth, flicker-free animations across even long extended sequences. Character appearance and movement flow stay coherent, even in complex dynamic scenes with complex, challenging motion patterns.

Natural Expression Preservation

Intelligent facial feature tracking retains authentic emotional expressions and micro-movements, producing lifelike character animations that preserve every subtle detail of human expression, from natural eye movements to accurate lip synchronization.

Adaptive Lighting Integration

Automatically analyzes and replicates existing scene lighting conditions during character replacement, ensuring seamless visual integration with matching color tones, shadows, and highlights that perfectly fit the original video environment.

Apache 2.0 Open Source

Released under the permissive Apache 2.0 license, which grants full rights for commercial use, modification, and distribution. Gain full access to complete model weights and training methodology for custom implementations and innovative research applications.

Flexible Resolution Support

Generate animations in multiple resolutions including 480p and 720p options, with support for videos up to 120 seconds in length, delivering adaptable output quality to fit a wide range of use cases and unique platform requirements.

Frequently Asked Questions

Answers to the most common questions about WAN 2.2 Animate

Still have questions?

WAN 2.2 Animate uses an advanced Mixture-of-Experts (MoE) architecture with 27 billion total parameters, but only activates 14 billion parameters during each inference step. This design relies on two specialized experts: a high-noise expert handles early denoising stages to lock in overall scene layout, while a low-noise expert refines fine video details in later processing steps. This split delivers exceptional animation quality while keeping GPU memory usage efficient, with inference performance matching that of a standard 14B model.
Animate mode brings static character photos to life by applying movements and expressions from a reference video to your input subject, generating entirely new animated footage. Replace mode works on existing videos, swapping the original character for a new subject while accurately preserving the scene’s original lighting, color tone, shadows, and 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 must be in MP4, MOV, or AVI formats with a maximum file size of 500MB. For best output quality, ensure your 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 uses advanced frame consistency algorithms that keep animations smooth and flicker-free across extended sequences. It achieves high temporal stability by preserving coherent character appearance and steady motion flow throughout the full generated video, even in complex dynamic scenes with challenging movement patterns. This consistency is especially critical for professional applications that require uniform quality across the entire video duration.
Yes, WAN 2.2 Animate is released under the Apache 2.0 license, a permissive open-source license that grants full rights for commercial use, modification, and distribution. Users can access complete model weights and training methodology for custom implementations, research applications, and production deployments without any 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.

How to Use WAN 2.2 Animate

Step-by-step guide for creating character animations with WAN 2.2 Animate

1
Prepare Character Photo and Reference Video
2
Choose Animation Mode and Configure Settings
3
Generate and Download Animated 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.

Flexible AI Pricing

Pay-as-you-go credits or subscription plans. No hidden fees, cancel anytime.

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399.99
1 Year
USD
9000points1 Month
Priority Support
Early Access
5 GB(Storage Space)
3(Maximum Projects)
Team Members
50 images1 Month
Audio Transcription
100 snippets1 Month
API Calls
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799.99
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27000points1 Month
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20 GB(Storage Space)
10(Maximum Projects)
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150 images1 Month
150 minutes1 Month
300 snippets1 Month
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1999.99
1 Year
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75000points1 Month
Priority Support
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100 GB(Storage Space)
50(Maximum Projects)
10(Team Members)
600 images1 Month
600 minutes1 Month
1200 snippets1 Month
10000 calls1 Month