TTopper Guild94.9M subscribers
Watch on YouTube It's IMPOSSIBLE To Make My Friend Happy!
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement1.6%likes + comments
ConfidenceMedium6 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 720 hours, views are 1.0× the channel median.
- The baseline uses 6 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now9.2M views
Channel median at comparable age3.7M views
Sample6 videos