Wan2.2-I2V

Wan2.2-I2V is an open-source video diffusion model from Alibaba designed for image-to-video generation, producing high-fidelity video clips from a reference image with strong motion consistency and scene coherence. Widely regarded as the leading open-weight model for video quality, it delivers significant improvements in motion dynamics and visual realism over Wan2.1 — making it the production choice for product animation, creative storytelling, and reference-driven video workflows.