Discover/Video analysis
LLive Speedy17.6M subscribers

Is It Worth It?

27.8K views0 minSep 25, 2026Short
Watch on YouTube
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement2.8%likes + comments
ConfidenceHigh15 comparable videos

Where it broke away

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

Last observed 10/4/2026, 6:57:43 PM
Channel medianThis video
24.2K28.6K33K37.4K41.9K63h225h

Why it qualifies

  • At 168 hours, views are 1.0× the channel median.
  • The baseline uses 15 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now27.8K views
Channel median at comparable age25.9K views
Sample15 videos
Is It Worth It? — growth analysis · Signal Hunt