Overview
Alex Dev & Systems
Everything else on this workspace is measured against these numbers. A video only counts as a breakout when it clears your own bar, not a global one.
30 videos analysed
Median views
14.2K
14,200 across 30 videos
Top 10% threshold
68K4.8× median
A video clears this when it genuinely breaks out
Long-form vs Shorts
3.0×
22 long-form · 8 shorts
Upload cadence
4.5d
Average gap between uploads
Where your views come from
Solid bar is the median; the pale extension is the top 10%.
Long-form22 videos18.4K median
Top 10% reaches 74K
Shorts8 videos6.2K median
Top 10% reaches 22K
Best fit right now
The breakout with the closest match to your channel.
86%fit
The 5-Agent Architecture That Cut Our Cloud Costs by 80%
7.4× its channel's normal numbers · 384K views
See all outliersFull baseline
Computed in Polars across your recent uploads.
- Channel
- Alex Dev & Systems (@alexdev)
- Subscribers
- 48,500
- Videos analysed
- 30
- Median views
- 14,200
- Top 10% threshold
- 68,000
- Long-form median
- 18,400
- Shorts median
- 6,200
- Upload cadence
- Every 4.5 days
- Compute time
- 3.4 ms
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