Benchmark
Animation leaderboard
Every model runs the same 4 prompts on this board. A vision model scores each clip
blind against the original prompt in a single pass, across visual fidelity, physics and
motion, subject consistency, prompt adherence and audio sync. Scores are out of 5, and the
95% CI column shows how much a score could plausibly move on a re-run with this few samples.
Full methodology.
Board: Overall · Hands · Faces · Liquids · On-screen text · Multi-shot · Lip-sync · Camera · Animals · Style · Image to video · Animation
Look: Realism · Animation and 3D
The animation set (walk cycle, squash and stretch, anime action, 3D feature look) is scored separately and does not count towards the overall ranking. Sora 2 was retired before the animation set was added, so it has no clips on it.
Round: all · v1-vivix-2026-10 · v1-2026-10 · v1-2026-09 · anim1-2026-10
No scored runs yet.
The prompt battery and the model list are loaded. Scores land here once the first round has been generated and judged.