Independent · hands-on · updated as tools change
AI video tools, tested by an engineer —
not rewritten from press releases.
Every tool on this site gets run on real footage before it gets a verdict. If an "AI editor" mangles your audio, you'll read it here in plain words. If it actually saves a creator ten hours a week, you'll read that too — with the workflow that made it true.
Current verdicts
Opus Clip vs Descript
VERDICT: different tools, not rivals
One turns long videos into shorts automatically. The other edits video like a text document. Here's which job each actually wins — and where both waste your time.
AI thumbnail generators
IN THE LAB
Seven generators, one ugly face (mine), 40 thumbnails. Which tools can actually produce a click-worthy frame without a designer.
What Reddit says about AI video tools
DATA REPORT — COMING
We're mining thousands of creator posts the way we did for sleep supplements. First community-sentiment report lands soon.
The standard
Run it, then write it. Every verdict comes from installing the tool, feeding it real footage, and counting the minutes saved. No affiliate slant — the money stuff is disclosed here.
Who's behind it
Fahim Mahmood — an engineer who builds with AI daily and edits his own footage. The rare reviewer who can read the API docs and the timeline.