TTraversy Media2.4M subscribers
Watch on YouTube Stop Vibe Coding: There's A Better Way To Use AI
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement3.2%likes + comments
ConfidenceLow1 comparable video
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowAwaiting comparable sample
This video at comparable age—
This video now71.5K views
Channel median at comparable age96.5K views
Sample1 video