VVaniMani33M subscribers
Watch on YouTube Stephi Opens Her Own Cardboard Shopping Mall at Home!
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement0.0%likes + comments
ConfidenceHigh11 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 11 comparable long-form videos.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now4M views
Channel median at comparable age419K views
Sample11 videos