driver scores points (top 10)Qualifying — driver reaches Q3 (top 10)S: driver scores points (top 8)Sprint Qualifying — driver starts top 5driver finishes on the podium (top 3)driver WINS (1st place)Head-to-head — driver beats their teammate in the race
- log-loss
- 0.096
- brier
- 0.022
- ECE
- 0.082
- field avg
- 15%
- spread
- 85
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
86%grid 2 - 02
PIA
McLaren
79%grid 3 - 03
VER
Red Bull Racing
56%grid 1 - 04
LEC
Ferrari
33%grid 4 - 05
RUS
Mercedes
24%grid 5 - 06
HAM
Ferrari
7%grid 10 - 07
ANT
Mercedes
6%grid 6 - 08
ALO
Aston Martin
3%grid 8 - 09
BOR
Kick Sauber
2%grid 7 - 10
TSU
Red Bull Racing
2%grid 9 - 11
ALB
Williams
1%grid 14 - 12
STR
Aston Martin
1%grid 16 - 13
HUL
Kick Sauber
1%grid 12 - 14
LAW
Racing Bulls
1%grid 18 - 15
HAD
Racing Bulls
1%grid 19 - 16
BEA
Haas F1 Team
1%grid 11 - 17
OCO
Haas F1 Team
1%grid 15 - 18
SAI
Williams
1%grid 13 - 19
COL
Alpine
1%grid 17 - 20
GAS
Alpine
1%grid 20
Top driver · factor breakdown
NOR
McLaren
Probability
86%
- grid position+2.05
- team form+1.13
- driver form (last 5)+0.83
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 86.0%.
Strongest team average: McLaren 82.6%.
Export a9872a5 · generated 2026-04-23T10:31:09+00:00. Republished automatically after every F1 session.
Back to F1 projectRace — driver finishes on the podium (top 3)