F1-Level Season Simulator
Full 24-race season simulation with temperature, tire degradation, safety cars, and strategic counterfactuals
What this does: Simulates full F1 seasons using ML models. Features 12 what-if scenarios, 10,000 Monte Carlo simulations, weather effects, safety cars, and driver reliability. Compare how different factors would change championship outcomes.
Speed:
Round 0 / 24 • Australia GP
Championship Standings
1
Verstappen
Red Bull
0
2
Norris
McLaren
0
3
Leclerc
Ferrari
0
4
Piastri
McLaren
0
5
Sainz
Ferrari
0
6
Russell
Mercedes
0
7
Hamilton
Ferrari
0
8
Perez
Red Bull
0
9
Alonso
Aston Martin
0
10
Antonelli
Mercedes
0
11
Bearman
Haas
0
12
Bortoleto
Sauber
0
13
Hadjar
RB
0
14
Lawson
Red Bull
0
Race Log
Run simulation to see race results