LAPT
Insights · Race Predictor · Pre-Quali

Who Wins BELGIUM?

Monte Carlo race outcome model · 5,000 simulated races · uses only data from prior rounds. Grid is predicted by a separate qualifying model.

PRE-QUALIGrid is predicted by a separate qualifying model — race-finish probabilities propagate that uncertainty.Race JUL 19, 2026· IN 8 DAYS
Predicted Podium
P1Pred. Grid P1
RussellMercedes
53.7%Win Prob
P1P2 medianP3
Podium82%
Points97%
DNF3%
σ1.4
P2Pred. Grid P2
LeclercFerrari
21.3%Win Prob
P1P2 medianP4
Podium69%
Points95%
DNF5%
σ1.6
P3Pred. Grid P3
AntonelliMercedes
9.4%Win Prob
P2P3 medianP5
Podium58%
Points96%
DNF3%
σ2.0
Full Field
#DriverWinPodiumPointsDNF
1
RussellMercedes · σ 1.4
53.7%
82%
97%
3%
2
LeclercFerrari · σ 1.6
21.3%
69%
95%
5%
3
AntonelliMercedes · σ 2.0
9.4%
58%
96%
3%
4
HamiltonFerrari · σ 1.7
6.3%
44%
95%
5%
5
NorrisMcLaren · σ 1.9
4.6%
25%
94%
5%
6
VerstappenRed Bull · σ 1.9
1.6%
11%
93%
6%
7
PiastriMcLaren · σ 2.2
1.9%
9%
93%
3%
8
HadjarRed Bull · σ 1.9
0.7%
2%
90%
6%
9
LawsonRB F1 Team · σ 2.0
0.6%
1%
74%
6%
10
GaslyAlpine F1 Team · σ 2.2
0.0%
0%
65%
2%
11
LindbladRB F1 Team · σ 2.0
0.0%
0%
50%
3%
12
BortoletoAudi · σ 2.1
0.0%
0%
24%
7%
13
ColapintoAlpine F1 Team · σ 2.2
0.0%
0%
22%
2%
14
HülkenbergAudi · σ 2.0
0.0%
0%
5%
7%
15
AlbonWilliams · σ 2.1
0.0%
0%
3%
8%
16
BearmanHaas F1 Team · σ 2.1
0.0%
0%
1%
6%
17
OconHaas F1 Team · σ 2.0
0.0%
0%
1%
2%
18
SainzWilliams · σ 2.2
0.0%
0%
0%
7%
19
BottasCadillac F1 Team · σ 1.8
0.0%
0%
0%
11%
20
AlonsoAston Martin · σ 1.8
0.0%
0%
0%
10%
21
PérezCadillac F1 Team · σ 1.6
0.0%
0%
0%
10%
22
StrollAston Martin · σ 1.6
0.0%
0%
0%
11%
Swing Factors
WET RACEHeavy rain throughout
RUS53.7% → 33.0%-20.7%
LEC21.3% → 14.2%-7.1%
ANT9.4% → 6.2%-3.1%
HEAVY SCMultiple safety cars
RUS53.7% → 43.5%-10.2%
LEC21.3% → 18.8%-2.5%
ANT9.4% → 9.4%+0.0%
CLEAN RACEDry, no SC, low chaos
RUS53.7% → 58.6%+4.9%
LEC21.3% → 21.1%-0.2%
ANT9.4% → 8.4%-1.0%
Team Scenarios
1-2 Finish
mercedes21.1%
ferrari5.6%
Both on Podium
mercedes44.4%
ferrari24.9%
mclaren1.4%
Both in Points
mercedes93.7%
ferrari90.4%
mclaren88.0%
red bull83.9%
rb32.7%
Backtest · 2025
Podium Hits78%2.3 of 3 podium spots
Winner Hit63%Top-prob driver = actual winner
Pole Hit17%Pole margins are often <0.05s
Top-3 Quali Hit64%1.9 of 3 front-row slots
Mean Brier (Win)0.61Lower is better · uniform ≈ 0.95