# Utopai X leads Image to Video on Physics and Multi-Scene benchmarks

> Original title: Where Utopai X is strongest in Image to Video: it leads Physics and Multi-Scene & Narrative, and sits close behind the leaders in Audio S...

- Source: Artificial Analysis
- Published: 2026-10-30T02:13:46.000Z
- Bad Influence: https://badinfluence.news/items/te7sh7jqponefmicbxxlaum2g
- Original: https://x.com/ArtificialAnlys/status/2115990513052705196

## Summary

Artificial Analysis says Utopai X leads its AA-Video-I2V v2.1 Image to Video leaderboard on Physics and Multi-Scene & Narrative. Against its base model, MiniMax H3 at 768p, Utopai X is closer to the frontier on 7 of 10 capabilities, with its largest gains in Physics, Human Anatomy and Audio Synchronization. It still trails the leaders most on Dialogue & Lip Sync and Human Anatomy.

## Post

Where Utopai X is strongest in Image to Video: it leads Physics and Multi-Scene & Narrative, and sits close behind the leaders in Audio Synchronization, Spatio-Temporal Consistency and Text Rendering

Capabilities are the model skills a prompt is written to test. In AA-Video-I2V v2.1, every prompt pairs a starting image with a text prompt written for that image.

Against MiniMax H3 (768p), the model it is post-trained from, Utopai X is closer to the frontier on 7 of the 10 capabilities. Its largest gains are in Physics, Human Anatomy and Audio Synchronization. Dialogue & Lip Sync and Human Anatomy are where it trails the leaders most.

➤ Physics covers mechanics, thermal effects, material interactions, fracture and deformation, optics, cause and effect, and counterfactual physics.

➤ Multi-Scene & Narrative covers multi-event stories, shot transitions, montage, and identity consistency across shots.

➤ Dialogue & Lip Sync, where Utopai X trails the leaders most, covers single- and multi-speaker dialogue, and voiceover versus on-screen speech.

![](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FHV2B4C5aUAALH8R.jpg&mode=thumb&exp=1793577600&sig=794d01650f3260fb)

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2115990230390259712%2Fimg%2F0NjCoiLZTLxonYR3.jpg&mode=thumb&exp=1793577600&sig=d72813c8af8641cc)

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2115990230436290560%2Fimg%2FdUtZNdDdqjqrkWMu.jpg&mode=thumb&exp=1793577600&sig=76518c524825634f)

[Video](https://badinfluence.news/api/img-proxy?u=https%3A%2F%2Fpbs.twimg.com%2Famplify_video_thumb%2F2115990230406971392%2Fimg%2FMOeoQTe9CFBiK9pv.jpg&mode=thumb&exp=1793577600&sig=9ca39972d96b99aa)