Seedance 2.0 unifies text, image, audio and video reference inputs
Official materials describe multi-shot audio-video generation, referencing and editing; production usability still requires independent project-level validation.
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Only signals that pass sourcing and structured quality gates are published
Veo 3.1 Lite’s model card documents text/image inputs and video-with-audio output
The model card is a primary source for capability, limitation and safety claims and is linked to the model profile.
Runway Gen-4 centers workflows on consistent characters, locations and objects
This is based on Runway’s official research page; vendor claims are not converted into cross-model rankings without independent evidence.
Adobe Firefly’s video workflow exposes model, ratio, resolution and composition controls
Verified against Adobe’s current help documentation; available settings vary by selected model.