SAME-PROMPT BENCHMARK · AUGUST 2026
Best AI Video Model for Plan Produit
E-commerce, publicités, rotations de produits en studio. We gave five models the identical brief on ManifoldGen — here are the actual generations, ranked.
THE EXACT PROMPT EVERY MODEL RAN
A sleek matte-black smartwatch rotates slowly on a reflective obsidian pedestal, dramatic studio rim lighting, macro detail on the textured crown, premium product commercial
WINNER
THE REST OF THE FIELD — SAME PROMPT
| RANK | MODEL | WHY IT PLACED HERE | MEDIAN SPEED* |
|---|---|---|---|
| 1 | Seedance 2 | Détail matériel le plus net ; les reflets se comportent comme du vrai verre. | — |
| 2 | LTX 2 | Rotation nette et éclairage premium au coût par clip le plus bas. | 65s |
| 3 | Seedance 2 Fast | Net mais avec une rotation légèrement plus rapide et moins contrôlée. | — |
| 4 | Manifold H3 | Ambiance sombre, la macro de la couronne s'adoucit brièvement. | 264s |
| 5 | Wan | Concept correct, reflets spéculaires les moins raffinés. | — |
*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.
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