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
- 0.164
- brier
- 0.050
- ECE
- 0.079
- field avg
- 14%
- spread
- 72
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
73%grid 1 - 02
RUS
Mercedes
47%grid 4 - 03
LEC
Ferrari
47%grid 2 - 04
VER
Red Bull Racing
45%grid 5 - 05
HAM
Ferrari
27%grid 3 - 06
ANT
Mercedes
17%grid 6 - 07
PIA
McLaren
11%grid 7 - 08
TSU
Red Bull Racing
3%grid 10 - 09
SAI
Williams
3%grid 12 - 10
HAD
Racing Bulls
1%grid 8 - 11
GAS
Alpine
1%grid 18 - 12
HUL
Kick Sauber
1%grid 13 - 13
ALO
Aston Martin
1%grid 14 - 14
OCO
Haas F1 Team
1%grid 11 - 15
LAW
Racing Bulls
1%grid 15 - 16
COL
Alpine
1%grid 20 - 17
ALB
Williams
1%grid 17 - 18
STR
Aston Martin
1%grid 19 - 19
BEA
Haas F1 Team
1%grid 9 - 20
BOR
Kick Sauber
1%grid 16
Top driver · factor breakdown
NOR
McLaren
Probability
73%
- grid position+1.96
- quali gap to pole+0.62
- team form+0.60
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 72.5%.
Strongest team average: McLaren 41.8%.
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)