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
- 0.105
- brier
- 0.027
- ECE
- 0.085
- field avg
- 15%
- spread
- 79
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
79%grid 1 - 02
PIA
McLaren
78%grid 3 - 03
LEC
Ferrari
55%grid 2 - 04
VER
Red Bull Racing
47%grid 4 - 05
HAM
Ferrari
14%grid 7 - 06
RUS
Mercedes
5%grid 14 - 07
ANT
Mercedes
3%grid 15 - 08
ALB
Williams
3%grid 10 - 09
TSU
Red Bull Racing
2%grid 12 - 10
HAD
Racing Bulls
2%grid 5 - 11
ALO
Aston Martin
1%grid 6 - 12
SAI
Williams
1%grid 11 - 13
OCO
Haas F1 Team
1%grid 8 - 14
COL
Alpine
1%grid 18 - 15
BOR
Kick Sauber
1%grid 16 - 16
HUL
Kick Sauber
1%grid 13 - 17
STR
Aston Martin
1%grid 19 - 18
LAW
Racing Bulls
1%grid 9 - 19
BEA
Haas F1 Team
1%grid 20 - 20
GAS
Alpine
1%grid 17
Top driver · factor breakdown
NOR
McLaren
Probability
79%
- grid position+1.93
- team form+1.12
- driver form (last 5)+0.68
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 79.5%.
Strongest team average: McLaren 78.9%.
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)