Which AI video model makes the best product turntable
The turntable is the simplest product video and the least forgiving: the object has to stay the same object for five seconds. We ran 30 models on one dripper and one turntable. The grid includes the September 18, October 19, October 22 and October 23 additions; each model page dates its own run.
Anvisha Pai, Co-founder & CEO, Voyager
What the side-by-side shows
Veo 3.1 Fast, Hailuo 2.3, Wan 3.0 and Kling 3.0 Standard all held the dripper's shape and lighting through the turn, which is the whole test. Sora 2, Veo 3.1 and Veo 3.1 Lite are fine too. The failures are instructive: Seedance 2.5 opened on an extreme close-up before pulling out, Wan 2.7 cut from wide to a close-up on a one-shot prompt, Gemini Omni Flash cut to the inside of the dripper and back, and Grok rendered the product tiny in the frame. Kling Pro's dripper acquired a spout it did not have at the start. FLUX 3 Max, added on October 19, turned the dripper cleanly from the first frame but gave it a handle. Of the nine models added on 22 October, Wan 3.0 Prime kept its fluted dripper's shape in every sampled frame; Gemini Omni Flash 1.1, Seedance 2.0 Mini and Grok Imagine Video 1.5 Lite gave it a handle, and both LTX 2.5 tiers, HeyGen Video and both Kandinsky 6.0 models turned it into a cup, bowl or jug. Kling 4.0, added on 23 October, kept the dripper's shape with no handle, but cut twice on the one-shot prompt, to a view straight down into the cone and back.
- 1.Veo 3.1 Fast the cleanest turn with a stable handle and shadow.
- 2.Hailuo 2.3 a steady, catalogue-grade rotation for $0.28.
- 3.Wan 3.0 held shape and spout through the whole turn.
- 4.Kling 3.0 Standard stable and simple, with the slow rotation asked for.
Every video model on this prompt, 30 clips
One try each, nothing re-rolled or retouched, generated by us. Ranked models come first; the rest follow in family order. Open a model for the rest of its set.
›The prompt every model got
A matte black ceramic pour-over coffee dripper rotating slowly on a white turntable, soft studio light, seamless white background, product video, no text.
A clean product shot that holds its shape through a full slow rotation.
the cleanest turn with a stable handle and shadow.
a steady, catalogue-grade rotation for $0.28.
held shape and spout through the whole turn.
stable and simple, with the slow rotation asked for.
The other prompts
- Which AI video model holds an art style
- Which AI video model handles a busy scene best
- Which AI video model handles a camera move best
- Which AI video model handles hands and objects best
- Which AI image-to-video model keeps the product intact
- Which AI video model gets physics right
- Which AI video model makes the best talking head
- Which AI video model can render text on screen
Frequently asked questions
Which AI video generator is best for product videos?
On a turntable shot, Veo 3.1 Fast, Hailuo 2.3, Wan 3.0 and Kling 3.0 Standard held the product through the turn. Avoid models that add cuts to a one-shot prompt: Wan 2.7, Gemini Omni Flash and Kling 4.0 all did.
Can AI video keep a product consistent?
For a slow turntable, most current models can. The risk is unrequested edits: cuts, zooms and added details like a spout. The side-by-side above shows which models added them.
Voyager
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