Discover/Video analysis
FFireship4.3M subscribers

5 open source tools that replaced my $320/mo AI stack...

1.3M views5 minSep 8, 2026
Watch on YouTube
Outlier vs channel median—Awaiting comparable sample
Current velocity—needs two snapshots
Engagement1.6%likes + comments
ConfidenceLow2 comparable videos

Where it broke away

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

Last observed 10/4/2026, 6:33:43 PM
This video
1.1M1.6M2.1M2.6M3.1M636h725h

Why it qualifies

  • More historical same-age snapshots are needed before this video can be classified reliably.
Comparison windowAwaiting comparable sample
This video at comparable age—
This video now1.3M views
Channel median at comparable age1.7M views
Sample2 videos
5 open source tools that replaced my $320/mo AI stack... — growth analysis · Signal Hunt