Formula 1 · Expected Points Model

F1XPs

The official unofficial home of F1 predictions

Like xG in football, F1XPs quantifies how many points each driver should score — combining car pace, driver talent, track fit, conditions and more into a single expected-points figure.

11
Teams Ranked
22
Drivers
24
Races
🇯🇵

Round 3 · 2026

Japanese Grand Prix

Suzuka International Racing Course · 53 laps · 5.807 km

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F1XPs Pre-Race Predictions

Points each driver is expected to score — ranked by car pace, track fit & conditions

Quali TBC
Qualifying not yet held — grid positions predicted from car pace model
Pos
Driver
Exp. Q
XPs

Driver Championship

After Round 2 + Sprint · China · Actual pts vs F1XPs accumulated expected pts

#
Driver
Pts
Exp.
Δ Pos

Season Calendar

24 rounds · March to December

What does F1XPs tell us?

If a driver consistently outperforms their F1XPs, they're beating the model — whether through brilliance, luck, or circumstances the model hasn't yet accounted for. Over a season, the gap between F1XPs and real points is the most honest measure of performance.

Biggest overperformer
vs model so far
Biggest underperformer
vs model so far
Top-5 prediction
accuracy overall