Qualifying Analysis
Pole-to-win rates across three qualifying eras are descriptive outcomes, not evidence that the session format caused a change.
6 min read readCar Upgrades
A staged McLaren update shows the difference between a performance hypothesis and a controlled measurement.
5 min read readOvertaking & Racing
Baku’s 2024 race shows why a net gain in positions is different from an on-track pass count—and why DRS zones alone cannot measure overtaking.
5 min read readPit Crew Performance
A data-led guide to what the public fastest pit-stop table measures, how 2023 event winners split, and what its denominator leaves out.
6 min readPractice Analysis
A 20-driver FIA timing comparison found a strong Monza rank link, but large individual position swings.
4 min read