TTech With Tim2.1M subscribers
Watch on YouTube Is Software Engineering Dying in 2026? (What the Data Actually Says)
Outlier vs channel median1.0×Comparable-age T+168h
Current velocity—needs two snapshots
Engagement1.1%likes + comments
ConfidenceLow3 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 168 hours, views are 1.0× the channel median.
- The baseline uses 3 comparable long-form videos.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now188.6K views
Channel median at comparable age44.3K views
Sample3 videos