Discover/Video analysis
ppenguinz018.3M subscribers

I Don't Believe It

3.5M views13 minSep 24, 2026
Watch on YouTube
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement2.2%likes + comments
ConfidenceMedium7 comparable videos

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:56:18 PM
Channel medianThis video
2.1M2.5M2.9M3.2M3.6M33h759h

Why it qualifies

  • At 168 hours, views are 1.0× the channel median.
  • The baseline uses 7 comparable long-form videos.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now3.5M views
Channel median at comparable age2.4M views
Sample7 videos
I Don't Believe It — growth analysis · Signal Hunt