2026 · round 9 · R
Everything, at pit-wall density.
pip install lapboxLoading the session — the first request downloads it from FastF1 and can take a minute.
Open source · lapbox 0.1.0
The analysis behind this dashboard is a Python library.
lapbox is the analysis engine behind LapBox, extracted so anyone can use it on FastF1 data: laps matched before they are compared, pace with the fuel taken out, tyre degradation per compound. When the data can’t support an answer, it says so instead of returning a confident wrong number.
pip install lapboxPython 3.11+ · charts: pip install "lapbox[plot]"
Where you see it in LapBox
- Telemetry
Two laps matched by track position: the time gap, where it changes hands, minisectors.
- Race Analysis
Race pace with the fuel taken out, clean air against traffic, consistency, the ideal lap, stints.
- Race Weekend
Practice split into runs, and long runs told apart from qualifying simulations.
- Strategy
Each compound’s degradation, fitted on the race’s laps, sets what a stint costs.