Stats are updated after each race, typically within a few hours of the chequered flag.
What seasons are available?
Full season stats are available from 2023 to present. Historical driver and constructor standings go back to 1950.
What is Expected Points (xP)?
Expected Points measures what a driver should score based on their on-track performance relative to rivals, smoothing out luck and reliability. A driver consistently scoring below their xP is likely suffering from misfortune; consistently above it suggests good fortune.
What is PAR (Performance Above Replacement)?
PAR measures how much better a driver performs versus the median driver who could theoretically take their seat, accounting for the car's underlying pace. It isolates driver contribution from machinery.