Kling Motion Control

Kuaishou's motion-transfer model: supply an image and a driving video, and the subject in the image takes on the motion in the video. The prompt is optional, because the two required inputs carry the specification between them.

It occupies the same job as P-Video Animate and costs roughly twice as much, which makes the choice a fidelity question rather than a feature one. Try the cheaper model first and come here when the transfer is not holding. Where it tends to win is on faces and on motion with fast direction changes, both of which are where cheaper transfer models smear.

Duration follows the driving video, three to fifteen seconds, and is not yours to set. Six aspect ratios and a choice of 720p or 1080p. Audio is not forced, unlike Animate, so the sound of the result stays a separate decision. As with any transfer model, the driving clip matters more than anything you can type: clean, single-subject, unambiguous motion.