01Compare model choice, image workflows, editing, and credit usage
Check whether your work starts from text, a product image, a controlled first frame, or references, and whether those paths are available in one workspace.
02Test the same brief instead of comparing showcase clips
Run the same brief and compare prompt following, motion quality, consistency, generation time, resolution options, and the effort required to try again.
03Choose the workflow that fits your actual production loop
A useful alternative should fit review, history, editing, export, and team handoff — not only the first generated clip.