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
- 0.122
- brier
- 0.046
- ECE
- 0.072
- field avg
- 7%
- spread
- 78
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
78%grid 1 - 02
PIA
McLaren
45%grid 2 - 03
LEC
Ferrari
6%grid 3 - 04
RUS
Mercedes
1%grid 6 - 05
VER
Red Bull Racing
1%grid 4 - 06
ANT
Mercedes
0%grid 19 - 07
HAM
Ferrari
0%grid 18 - 08
ALB
Williams
0%grid 5 - 09
TSU
Red Bull Racing
0%grid 7 - 10
GAS
Alpine
0%grid 13 - 11
SAI
Williams
0%grid 17 - 12
STR
Aston Martin
0%grid 16 - 13
HUL
Kick Sauber
0%grid 14 - 14
COL
Alpine
0%grid 15 - 15
BEA
Haas F1 Team
0%grid 12 - 16
OCO
Haas F1 Team
0%grid 11 - 17
HAD
Racing Bulls
0%grid 8 - 18
LAW
Racing Bulls
0%grid 9 - 19
BOR
Kick Sauber
0%grid 10 - 20
ALO
Aston Martin
0%grid 20
Top driver · factor breakdown
NOR
McLaren
Probability
78%
- grid position+2.65
- driver form (last 5)+1.33
- team form+1.14
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 78.2%.
Strongest team average: McLaren 61.6%.
Export a9872a5 · generated 2026-04-23T10:31:09+00:00. Republished automatically after every F1 session.
Back to F1 projectRace — driver WINS (1st place)