Cheap to Expensive Bike Helmet ⛑️ #shorts #devkeexperiment

Name: Cheap to Expensive Bike Helmet ⛑️ #shorts #devkeexperiment
Uploaded: 2026-08-07T20:39:07+08:00
Description: Cheap to Expensive Bike Helmet ⛑️ #shorts #devkeexperiment by DEV Ke Experiment.

173.9K views1 minAug 7, 2026Short

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Outlier vs channel median1.0×Comparable-age T+720h

Current velocity—needs two snapshots

Engagement1.5%likes + comments

ConfidenceLow4 comparable videos

Where it broke away

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

Last observed 10/4/2026, 6:50:17 PM

Channel medianThis 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 now173.9K views

Channel median at comparable age112.3K views

Sample4 videos