SAME-PROMPT BENCHMARK · AUGUST 2026
Best AI Video Model for 镜头运动
推拉、推进、一镜到底. 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
THE REST OF THE FIELD — SAME PROMPT
generation pending
generation pending
| RANK | MODEL | WHY IT PLACED HERE | MEDIAN SPEED* |
|---|---|---|---|
| 1 | Seedance 2 | 唯一一个从街道到碗池无剪辑保持连续运动的模型。 | — |
| 2 | Manifold H3 | 自信的推进，蒸汽模拟精美。 | 264s |
| 3 | LTX 2 | 运动平滑，但中途有轻微空间跳跃。 | 65s |
| 4 | Wan | 稳定但感觉较慢的推轨。 | — |
| 5 | Seedance 2 Fast | 草稿速度版本，深度线索较简单。 | — |
*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?
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