TTopper Guild94.9M subscribers
Watch on YouTube Surprising My Grandma With Her Dream Vacation!
Outlier vs channel median2.3×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement1.8%likes + comments
ConfidenceMedium5 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 2.2× the channel median.
- The baseline uses 5 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age6.1M views
This video now6.1M views
Channel median at comparable age2.7M views
Sample5 videos