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
- 0.223
- brier
- 0.074
- ECE
- 0.127
- field avg
- 17%
- spread
- 74
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
75%grid 1 - 02
LEC
Ferrari
64%grid 3 - 03
ANT
Mercedes
58%grid 2 - 04
PIA
McLaren
45%grid 4 - 05
RUS
Mercedes
29%grid 6 - 06
VER
Red Bull Racing
27%grid 19 - 07
HAM
Ferrari
8%grid 13 - 08
HAD
Racing Bulls
5%grid 5 - 09
BEA
Haas F1 Team
4%grid 8 - 10
LAW
Racing Bulls
3%grid 7 - 11
GAS
Alpine
3%grid 9 - 12
TSU
Red Bull Racing
2%grid 17 - 13
HUL
Kick Sauber
2%grid 10 - 14
ALO
Aston Martin
2%grid 11 - 15
STR
Aston Martin
2%grid 14 - 16
ALB
Williams
1%grid 12 - 17
SAI
Williams
1%grid 15 - 18
OCO
Haas F1 Team
1%grid 20 - 19
COL
Alpine
1%grid 16 - 20
BOR
Kick Sauber
1%grid 18
Top driver · factor breakdown
NOR
McLaren
Probability
75%
- grid position+1.87
- team form+0.82
- driver form (last 5)+0.69
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 74.7%.
Strongest team average: McLaren 59.8%.
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)