Shorts Saturation Lab

Why This Calculator Is Special

This isn’t just any YouTube Shorts tool — it’s a privacy-first, data-driven calculator built to give you real insights without sending your data anywhere. All calculations run entirely in your browser, keeping your analytics safe and fast.

Unique Features

  • Exponential & Linear Models: Simulate how adding more Shorts impacts daily views & subscriber growth.
  • Sample Data Integration: Learn from your recent Shorts to refine decay rate and improve accuracy.
  • Full Performance Metrics: See projected daily views, watch time, and subscriber gains instantly.
  • Interactive Chart: Visualize how different upload frequencies affect results.
  • Browser-only Calculation: Full privacy, fast computation — nothing leaves your device.

Why It’s Unique

Unlike generic online calculators, this tool combines advanced decay modeling with your real Shorts data to produce actionable insights. Designed to help creators optimize upload frequency, maximize engagement, and grow subscribers efficiently — all while keeping everything private and local.

One-of-a-kind combination of science-based modeling, ease of use, and browser-only execution — perfect for creators aiming for viral growth without compromise.

Shorts Saturation Lab

Shorts Saturation Lab

Privacy-first Shorts frequency & scheduling calculator — all calculations run in your browser.

Inputs & Settings

Results & Recommendation

Recommended uploads
Projected daily views
Projected daily subscribers
Projected daily watch time
No calculation run yet.
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