Which AI video model handles a busy scene best
A crowded frame is where cheap models turn people into paste. We asked 30 of them for the same market: stalls, bunting, shoppers, a busker with a guitar and a golden retriever. 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 gives the densest, most legible market, with individual shoppers doing recognisable things and the dog on a lead. Wan 3.0 and Seedance 2.0 are convincing and complete, and MiniMax H3 is remarkably good for $0.30. Kling's market in both tiers has a slightly painted, plastic finish on the people and awnings. Seedance 2.5 and Wan 2.7 are handsome but sparser. Grok and Gemini both hold together at speed. FLUX 3 Max, added on October 19, is nearly as dense, with the dog and the busker both present. Of the 22 October additions, Gemini Omni Flash 1.1, Wan 3.0 Prime and HeyGen Video are dense and legible, each with a dog and a busker; Kandinsky 6.0 Lite returned a jug on a turntable instead of a market. Kling 4.0, added on 23 October, loses that painted finish: a dense market with a busker and a golden retriever on a red lead, in one unbroken drift.
- 1.Veo 3.1 Fast the densest market with distinct people, a busker and a dog on a lead.
- 2.FLUX 3 Max a dense, legible market with the busker and the dog, back in 39 seconds.
- 3.Wan 3.0 complete and busy with faces that stay faces.
- 4.Seedance 2.0 a real English market with bunting and brick.
- 5.MiniMax H3 crowd and stalls hold up for a $0.30 clip.
- 6.Kling 4.0 dense and natural, the busker and the dog on its lead both present, without Kling 3.0's painted look.
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 crowded Saturday farmers market seen from slightly above, shoppers with tote bags, a dog on a leash, a busker with a guitar, bunting swaying, late morning light, gentle camera drift.
Many people and objects moving at once without merging.
the densest market with distinct people, a busker and a dog on a lead.
a dense, legible market with the busker and the dog, back in 39 seconds.
complete and busy with faces that stay faces.
a real English market with bunting and brick.
crowd and stalls hold up for a $0.30 clip.
dense and natural, the busker and the dog on its lead both present, without Kling 3.0's painted look.
The other prompts
- Which AI video model holds an art style
- 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 product turntable
- 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 handles crowds best?
Veo 3.1 Fast, Wan 3.0, Seedance 2.0 and MiniMax H3 kept a crowded market legible. Kling 3.0's people took on a painted finish in both tiers.
Voyager
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