Best AI for realistic human video
Too early for a winner: this is the first 2 of 20 briefs. Every model kept the person's identity and did roughly what was asked. The differences so far are about control: Seedance 2.5, Gemini Omni 1.1 Flash and MiniMax H3 kept the walking man the right size as the camera tracked back, while Grok Video 1.5 changed the street around him. Prices differ by four times, from 8.75 credits per clip for Wan 3.0 to 35 for Seedance 2.5. Watch all 14 clips below.
What we saw
Observations from the first two briefs. Blind panel scores for realism, motion and consistency come when the full round of 20 briefs is graded.
| Model | Settings | Credits per 5 s clip | Café clip | Street clip |
|---|---|---|---|---|
| Seedance 2.5ByteDance | 720p, 5 s, reference mode, no audio | 35 | Talks, sips and smiles in order. A small dark mark appears on the sweater. | Walks and glances to the side; stays the same size in frame, as asked. |
| Kling 4.0Kuaishou | image-to-video, 720p, 5 s | 11.25 | Talks, sips and smiles in order. | Walks and glances to the side; grows in frame, so the camera tracks slower than he walks. |
| Wan 3.0Alibaba | 720p, 5 s, no audio | 8.75 | Talks, sips and smiles in order. | Walks toward the camera; grows in frame; new shop signs appear on the right. |
| Gemini Omni 1.1 FlashGoogle | image-to-video, 720p, 5 s | 15 | Puts the cup down while talking, then picks it up again to sip. | Walks and glances to the side; stays about the same size. |
| MiniMax H3MiniMax | 5 s; renders at 2K only | 10 | Talks, sips and smiles in order. | Walks and glances to the side; stays about the same size. |
| FLUX 3 VideoBlack Forest Labs | 720p, 5 s, no audio | 30 | Talks and sips; the sip comes late, near the end of the clip. | Walks toward the camera; the glance is very small. |
| Grok Video 1.5xAI | 720p, 5 s | 22.5 | Talks, sips and smiles in order. | Walks and glances to the side, but the street itself changes: new storefronts appear and the layout shifts. |
All 14 clips
Unedited, one attempt each, sound removed so you compare the picture only.
Talking to camera in a café, then a sip

Walking toward the camera on a wet night street

How we tested
Both start frames come from our Reference Kit: synthetic people, not real ones, placed in kit locations. Every model received the same start frame and the identical prompt, at 16:9, 5 seconds, 720p where the model offers it (MiniMax H3 only renders at 2K on Higgsfield). All clips were made on Higgsfield on 31 Oct 2026.
The full round adds 18 more briefs: close-ups, eating, hands, two people talking, and fast motion. Our full methodology.