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
- 0.186
- brier
- 0.061
- ECE
- 0.098
- field avg
- 16%
- spread
- 82
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
83%grid 2 - 02
PIA
McLaren
65%grid 4 - 03
VER
Red Bull Racing
64%grid 1 - 04
ANT
Mercedes
42%grid 3 - 05
RUS
Mercedes
33%grid 5 - 06
LEC
Ferrari
16%grid 8 - 07
HAM
Ferrari
6%grid 12 - 08
SAI
Williams
6%grid 6 - 09
ALB
Williams
4%grid 7 - 10
TSU
Red Bull Racing
3%grid 10 - 11
OCO
Haas F1 Team
1%grid 9 - 12
BOR
Kick Sauber
1%grid 13 - 13
GAS
Alpine
1%grid 20 - 14
DOO
Alpine
1%grid 14 - 15
STR
Aston Martin
1%grid 18 - 16
HUL
Kick Sauber
1%grid 16 - 17
HAD
Racing Bulls
1%grid 11 - 18
ALO
Aston Martin
1%grid 17 - 19
LAW
Racing Bulls
1%grid 15 - 20
BEA
Haas F1 Team
1%grid 19
Top driver · factor breakdown
NOR
McLaren
Probability
83%
- grid position+1.86
- team form+1.13
- driver form (last 5)+0.73
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 82.7%.
Strongest team average: McLaren 74.1%.
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)