1. Start from the shot, not the brand
Decide what the shot actually needs — reference-image fidelity, source-video restyle, native audio, or long single-take duration — before picking a model family.
- Reference-heavy continuity favors strong reference-image support.
- Source-footage restyle needs a video-to-video capable model.
- Native audio output can skip a separate voiceover pass.
2. Compare real capability facts
Check current duration, resolution, reference caps, lip sync, and extend support for each family on the AI video model comparison hub before committing a shot to one.
- Duration and resolution ceilings per family.
- Reference-image and multi-reference support.
- Lip sync and temporal-extend availability.
3. Route per shot, not per project
Different shots in the same project can use different models. Plan the scene once, then send it to the provider that fits, and compare takes before committing.
- Per-scene provider and model routing.
- Fallback options for long-running jobs.
- Takes stay comparable across providers in one timeline.