SAME-PROMPT BENCHMARK · AUGUST 2026
Best AI Video Model for Mouvement de Caméra
Travellings, zooms avant, plan séquence. We gave five models the identical brief on ManifoldGen — here are the actual generations, ranked.
THE EXACT PROMPT EVERY MODEL RAN
One continuous dolly shot pushing through the open door of a cozy late-night ramen shop toward a steaming bowl, steam swirling, shallow depth of field, warm practical lights
WINNER
THE REST OF THE FIELD — SAME PROMPT
| RANK | MODEL | WHY IT PLACED HERE | MEDIAN SPEED* |
|---|---|---|---|
| 1 | Seedance 2 | Le seul modèle qui maintient un mouvement ininterrompu de la rue au bol sans coupure. | — |
| 2 | Manifold H3 | Zoom avant confiant avec une belle simulation de vapeur. | 264s |
| 3 | LTX 2 | Mouvement fluide, petit saut spatial au milieu du plan. | 65s |
| 4 | Wan | Travelling stable mais semblant plus lent. | — |
| 5 | Seedance 2 Fast | Version à vitesse d'ébauche avec des indices de profondeur plus simples. | — |
*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 camera motion shots?
Paste your prompt into ManifoldGen. One subscription, every model — pick the winner yourself or let routing do it.