DDEV Ke Experiment21.2M subscribers
Watch on YouTube Level-1 to Level-5 Cutting
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement1.2%likes + comments
ConfidenceLow4 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 4 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now149K views
Channel median at comparable age112.3K views
Sample4 videos