INDEPENDENT RESEARCH
FOR PEOPLE WHO MAKE VIDEO.
Which tools deserve a place in your workflow?
Follow the evidence, from first upload to final export.
On the record
Public API. Public MCP server. Credit units explained; publishing coverage still needs checking. We traced the documentation so you know what to verify before a paid trial.
Open the research file ↗Comparison framework
Choose a replacement by the workflow you need: clip selection, editing control, or agent automation.
Comparison framework
A lower subscription price is only a saving if the resulting clips need less work.
Test plan
The same source, the same export target, and a cost comparison that counts usable clips.
Published prices checked
Published monthly plans, credit arithmetic, and why a credit is not the same as a finished clip.
Our ground rule
This is our first research edition. Documentation is checked; product testing is pending. We publish scores only when the run records can support them.
Read the testing protocol ↗