Models / Gradient-boosted survival (GBSA)
Pit Window Survival
Laps until each driver's pit window opens.
Gradient-boosted survival (GBSA)analytics.pit-window
How it works
A survival model over stint length estimates when the optimal window opens, combined with event overrides — a VSC or safety car can open a window early, and the model reports the estimated time saved by pitting under it.
Inputs
- stint age vs compound life
- cliff risk
- track status
- leader behavior