SAME-PROMPT BENCHMARK · AUGUST 2026
Best AI Video Model for Movimento Umano
Ballerini, atleti, persone realistiche in movimento. We gave five models the identical brief on ManifoldGen — here are the actual generations, ranked.
THE EXACT PROMPT EVERY MODEL RAN
A dancer in a flowing red dress performs contemporary dance on a rain-slicked city street at night, neon reflections on wet pavement, slow-motion fabric trails, cinematic tracking shot
WINNER
THE REST OF THE FIELD — SAME PROMPT
| RANK | MODEL | WHY IT PLACED HERE | MEDIAN SPEED* |
|---|---|---|---|
| 1 | Seedance 2 | Dinamiche del tessuto e gioco di gambe più puliti; i riflessi al neon rimangono fisicamente plausibili. | — |
| 2 | Manifold H3 | Cambi di posa espressivi, dettagli leggermente più morbidi sulle mani. | 264s |
| 3 | Wan | Ritmo solido ma transizioni più rigide tra le pose. | — |
| 4 | LTX 2 | Movimento leggibile, alcune sbavature degli arti durante le rotazioni veloci. | 65s |
| 5 | Seedance 2 Fast | Bozza veloce della stessa scena con un movimento meno dettagliato. | — |
*Median wall-clock time across this model's completed runs in our harness. Placements are editorial calls made from these exact generations — watch the clips above and disagree with us. Generations for this category are still running.
Making human motion shots?
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