2026 Season
F1 Hub tracks the 2026 Formula 1 season end to end: full results, pole positions, and standout performances for every race that's happened, and machine-learning predictions for finishing order, pole, and race pace for every race that hasn't, the moment qualifying data exists.
F1 Hub follows the sport the way a fan actually does. Five corners, one lap.
3 models
Three separate models watch every qualifying session the moment it ends: who finishes where, who takes pole, how the pace stacks up. Each is its own Random Forest, walk-forward validated on its own, not one model wearing three hats.
10,000 sims / race
A Monte Carlo simulator runs each race ten thousand times with correlated bad luck and good luck built in, a driver's bad day often means their teammate's too, then reports back odds instead of one number pretending to be certain.
1950 to 2017
Every season back to 1950, results and all, sourced from the same historical database F1 statisticians use, for settling an argument about who really had the better car in 1976.
Yours, saved
Pick a driver and a team once, and their standing, points, wins, and podiums show up wherever you land on the site, not buried in a settings page you never open again.
First race to five-hundredth
Built for someone watching their first Grand Prix this weekend, and for someone who's been arguing about Imola since before this site existed. Neither has to learn the other's vocabulary to use it.
That's the whole lap.