Probabilistic forecasts for every Formula 1 Grand Prix. Race, qualifying and championship chances, updated as the weekend goes on and graded after the race.
Singapore Grand Prix
Race finished Verstappen won. The forecast gave 41%.
Each percentage is that driver's share of wins in 10,000 simulated races, blended with the ranking's own odds. The nearer a car is to the chequered flag, the likelier the win.
- Before practice
- After practice
- After qualifying
- Race result
A new forecast is logged at each step of the weekend and graded once the race is run. How it works
The ten drivers expected to finish highest, from 10,000 simulated races. Win, podium, top 5 and top 10 are all counted from the same simulated finishing orders, so they always agree with each other.
The top ten of the qualifying forecast, made before the session, with where each driver actually starts. The race forecast above uses the real grid.
Antonelli leads Russell by 89 points with 150 still available over 6 races. The earliest it can be settled is round 19. Projected from 10,000 simulated seasons. The range under each total covers 8 in 10.
Drivers
Constructors
Read chances above 95% as very likely, not certain. When past seasons were replayed, projections that sure came true 14 times in 14, too few to tell 98% from 99.9%. How it was tested
Points after each round for the top five drivers. Solid lines are results so far, dashed lines the projection, and each shaded band the range 8 in 10 simulated seasons fall inside.
Swipe the chart sideways to see the projection.
Every forecast is saved before the session and graded after the race.
Live forecasts
The chance the forecast gave the eventual winner at each step of the weekend, and whether its pick was right. Select a race to see its full forecast beside the result.
Before going live, it was tested on 65 past races, each forecast using only the races before it: its pick after qualifying won 44, and backing the car on pole won 39. How good is it?