Wan v2.6 Reference-to-Video

Wan v2.6 Reference-to-Video is Alibaba Cloud's quality-focused entry in the reference-driven video generation space, designed to lift identity, appearance, voice, and motion from a short reference clip and recompose them into entirely new scenes. Rather than working from a single starting frame, it ingests a brief reference video and rebuilds the subject in fresh environments, aiming for continuity of likeness and behavior across the output. The model is positioned as Alibaba's flagship approach to character-consistent video, distinguishing it from generic text-to-video systems by emphasizing preservation of who the subject is and how they move.

Reaching up to 1080p output, Wan v2.6 Reference-to-Video is best suited for creators and product teams who need a recognizable person, character, or branded figure to appear convincingly across multiple generated scenes without re-shooting. On Vercel AI Gateway it is exposed as a reference-to-video endpoint and invoked through Vercel's AI SDK using the experimental_generateVideo function, making it straightforward to prototype short cinematic clips, marketing variations, or personalized video content from a compact reference asset. Because the gateway routes requests to Alibaba Cloud under Alibaba's terms, adopters get a managed integration path while inheriting Alibaba's licensing framework for commercial use.