Best AI Video Models for Scene Consistency

Scene consistency measures whether a model can hold a world together: rooms that keep their layout as the camera moves, characters that stay the same person across the shot, and lighting that does not reinvent itself frame to frame. Our reviewers score long-shot prompts for environmental stability, identity persistence, and spatial coherence, and this leaderboard ranks models on those scores. It is the metric that matters most for narrative work and multi-shot sequences, where drift that is invisible in a two-second clip becomes unusable at ten.