Alibaba's open-source video model with multiple generation modes and scalable hardware requirements
Wan2.2 is Alibaba's open-source AI video generation model, available on Hugging Face under an Apache 2.0 license. It covers a broad range of generation tasks through a single model: text-to-video, image-to-video, video-to-video, first/last frame animation, pose-guided generation, and audio-to-video synchronization. The model comes in multiple parameter sizes — 1.3B through 14B — so it can run on consumer-grade hardware at the smaller end or produce higher-quality output on professional GPU setups. Motion quality and temporal consistency hold up well against closed-source models in benchmark comparisons. Active development means updates come regularly. The main practical friction points: the 14B model needs 40GB+ of VRAM, documentation skews toward Chinese, and the Western developer community around it is smaller than around models like HunyuanVideo or Stable Diffusion Video. Technical setup is required regardless of which size you run.
Researchers and developers building custom video generation pipelines who need a versatile open-source model with multiple generation modes and scalable hardware options.
Non-technical users or anyone without GPU hardware capable of running at least the 1.3B variant.
MoE architecture — industry first in open-source video
T2V-A14B: text-to-video with cinematic style control
I2V-A14B: image-to-video with MoE refinement
Animate-14B: character animation and replacement
S2V-14B: audio-driven video generation
Multiple model sizes (1.3B to 14B parameters)
LoRA fine-tuning support
ComfyUI integration
Bilingual text generation (Chinese/English)
Apache 2.0 license for commercial use
Max Video Length
Up to 10 seconds
Max Resolution
720p (480p and 720p supported)
Supported Formats
MP4
Difficulty
Advanced
Free — $0/mo
Detailed pricing information is not available yet. Please visit the official website for up-to-date pricing.
Completely Free to Use
Wan2.2 is Alibaba's open-source video model with multiple generation modes and scalable hardware requirements. It is an AI-powered video tool designed to help creators produce professional video content.
Wan2.2 is completely free to use.
Wan2.2 is geared toward advanced users and professionals. It offers powerful capabilities but may require some experience with video editing or AI tools to use effectively.
Wan2.2 is a free AI video tool that earned an editorial score of 4.5 out of 100 from our review team. Key capabilities include MoE architecture — industry first in open-source video, T2V-A14B: text-to-video with cinematic style control, I2V-A14B: image-to-video with MoE refinement, and 7 more features. It is best suited for researchers and developers building custom video generation pipelines who need a versatile open-source model with multiple generation modes and scalable hardware options..
Our editorial process is designed to give you honest, up-to-date information you can trust.
Every tool is tested personally — we generate real videos, stress-test edge cases, and evaluate output quality, not just features on a spec sheet.
Tools are scored across four dimensions: output quality, feature depth, ease of use, and value for money. Scores are assigned independently before writing.
AI video tools evolve fast. We revisit reviews when major updates ship, so the scores and details you read reflect the current version.
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Written by
Founder & Lead AI Video Researcher
Sam has spent 3+ years hands-on testing AI video tools, helping creators navigate an overwhelming market and find tools that actually deliver. Covers everything from text-to-video generators to AI editing suites.
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