Wan 2.2 Animate is the still-to-animation specialist in the Wan family. Where Wan 2.5 handles text-to-video, Animate focuses on the harder job: take one image and produce a coherent moving clip that does not drift away from the source.
I tested it on portrait, product, and landscape stills, comparing identity preservation to Kling 3 image-to-video and MiniMax Video.
What is Wan 2.2 Animate?
A specialised image-to-video model with motion-brush controls that let you mark which regions of a still should move and how. Output runs 4-5 seconds at 720p with strong identity preservation.
Distribution mirrors the rest of the Wan family: Alibaba Cloud Tongyi, Hugging Face for weights, and most aggregators.
The test results
Test 1. Portrait animation
Prompt: “Animate a studio portrait of a woman: she turns her head slightly to camera left and smiles. Hair moves naturally.”
Face identity preserved across the 4-second clip. Hair animation read as physical, not floaty. This is the area where Animate genuinely competes with Kling 3 image-to-video.
Test 2. Product motion
Prompt: “Animate a still of a sneaker on a pedestal: it rotates 360° slowly under studio light.”
Sneaker identity (silhouette, materials, lacing) held across the rotation. The pedestal stayed put. Useful for ecommerce reels where the source photography exists and you need a quick motion variant.
Test 3. Landscape with motion brush
Prompt: “Animate a still of a mountain lake. Mark the water area with motion brush — make ripples appear from the centre outward. Keep the mountains static.”
Motion brush is the differentiator. The marked area animated (water rippled), the unmarked area stayed still. Other image-to-video models tend to animate everything; Wan 2.2 Animate respects the mask.
The annoying parts
Image-to-video only. If you need text-to-video, use Wan 2.5 or another model.
4-5 second cap. Standard clip length is shorter than the main video model.
No audio. Still visual-only.
Is it worth the price?
For ecommerce and portrait teams that already have a still photography library, Wan 2.2 Animate is the cleanest path to motion variants. Cost on the cloud version sits in the lower band of the per-second pricing.
How Vuela.ai fits into an Animate workflow
Wan 2.2 Animate produces tight image-to-video clips. Vuela.ai layers the rest: audio, translation, repurposing, cloning a viral format around the animation.
Inside Vuela.ai, Animate-class generation sits alongside Kling and MiniMax for image-to-video, so you can pick the right specialist per shot.
Image-to-video plus the rest of the pipeline
Vuela.ai gives you image-to-video plus audio, cloner, translator, and 70+ tools on one flat plan.
The verdict
Wan 2.2 Animate is a specialist tool with one specific strength: faithful still-to-motion with regional control. For that job, it competes with the best.
Use it for ecommerce, portraits, and product motion. Layer Vuela.ai for the rest.