Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement3.8%likes + comments
ConfidenceHigh14 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
This video
Why it qualifies
- At 168 hours, views are 1.0× the channel median.
- The baseline uses 14 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now48.3K views
Channel median at comparable age152.3K views
Sample14 videos