Before the session

Predictions

Utilising ML to predict the outcomes of qualifying and races after practise.

Open forecastAzerbaijan Grand Prix · Qualifying

Azerbaijan Grand Prix: predicted team order for qualifying

Friday-practice data puts Mercedes at the front, with predicted gaps and calibrated uncertainty for every team.

Session: 25 September 2026 at 13:00 BST

Open forecastSpanish Grand Prix · Qualifying

Friday-practice data puts Mercedes at the front, with predicted gaps and calibrated uncertainty for every team.

Session: 12 September 2026 at 15:00 BST

ConcludedItalian Grand Prix · Qualifying

Friday-practice data puts Mercedes at the front

Session: 5 September 2026 at 15:00 BST

ConcludedDutch Grand Prix · Sprint Qualifying

Friday-practice data suggests Mclaren might have the edge going into Sprint Qualifying

Session: 21 August 2026 at 15:30 BST