
vvidIQ2.4M subscribers
Watch on YouTube YouTube Literally Just Changed the Algorithm
Outlier vs channel median—Awaiting comparable sample
Current velocity2.8Kviews per hour
Engagement3.4%likes + comments
ConfidenceLow2 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis 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 now100.6K views
Channel median at comparable age15.1K views
Sample2 videos