Wan 2.2
Start/End frame control, solid quality
About Wan 2.2
Wan 2.2 is an open-source AI video generation model from Alibaba's Tongyi Lab, released in July 2025 under the Apache 2.0 license. It introduced a groundbreaking Mixture-of-Experts (MoE) architecture to the diffusion transformer paradigm, employing 27 billion total parameters with only 14 billion active during any single generation pass. This dual-expert design assigns a high-noise expert for early-stage layout planning and a low-noise expert for late-stage detail refinement, producing sharper output without increased computational cost.
Wan 2.2 generates videos at up to 720p resolution and 24 frames per second, with 5-second clip duration and support for both start-frame and end-frame conditioning. This keyframe control makes it uniquely suited for storyboard-driven workflows where precise scene transitions matter. The model builds on Wan 2.1's VBench-leading performance (86.22% total score, surpassing Sora and Luma) while adding improved camera and motion controls via the VACE 2.0 pipeline, plus richer visual effects including fire, smoke, and dynamic lighting.
As a fully open-source model, Wan 2.2 can run on consumer hardware like an NVIDIA RTX 4090, making professional-grade video generation accessible to independent creators. On ZenCreator, Wan 2.2 is available in the Video Generator tool with minimal content filters, giving you full creative freedom for cinematic clips, social media reels, and product showcases.
Technical Specifications
Best Use Cases
Available In
Frequently Asked Questions
What makes Wan 2.2 different from Wan 2.1?
Wan 2.2 introduces a Mixture-of-Experts (MoE) architecture with 27B total parameters (14B active), adding improved camera controls via VACE 2.0, richer visual effects like fire, smoke, and dynamic lighting, while maintaining the same computational cost as Wan 2.1.
Can Wan 2.2 run on consumer GPUs?
Yes. Thanks to its efficient MoE design activating only 14B of 27B parameters per generation, Wan 2.2 can run on consumer hardware like an NVIDIA RTX 4090 with approximately 8-16GB VRAM depending on resolution.
Does Wan 2.2 support both text-to-video and image-to-video?
Yes. Wan 2.2 supports text-to-video and image-to-video generation with start-frame and end-frame conditioning, letting you control both the opening and closing shots of your clip.
Is Wan 2.2 uncensored on ZenCreator?
Wan 2.2 runs with minimal safety filters on ZenCreator, giving creators full artistic freedom for unrestricted video generation across all content types.
Wan 2.2 is developed by Alibaba (Tongyi Lab). Official page. ZenCreator provides access to Wan 2.2 through its platform.