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
- 0.295
- brier
- 0.100
- ECE
- 0.114
- field avg
- 13%
- spread
- 83
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
84%grid 2 - 02
PIA
McLaren
81%grid 1 - 03
VER
Red Bull Racing
38%grid 3 - 04
RUS
Mercedes
20%grid 5 - 05
LEC
Ferrari
12%grid 6 - 06
HAD
Racing Bulls
9%grid 4 - 07
HAM
Ferrari
9%grid 7 - 08
ALO
Aston Martin
2%grid 10 - 09
STR
Aston Martin
1%grid 19 - 10
HUL
Kick Sauber
1%grid 17 - 11
ALB
Williams
1%grid 15 - 12
LAW
Racing Bulls
1%grid 8 - 13
SAI
Williams
1%grid 9 - 14
TSU
Red Bull Racing
1%grid 12 - 15
BOR
Kick Sauber
1%grid 13 - 16
ANT
Mercedes
1%grid 11 - 17
GAS
Alpine
1%grid 14 - 18
OCO
Haas F1 Team
1%grid 18 - 19
COL
Alpine
1%grid 16 - 20
BEA
Haas F1 Team
1%grid 20
Top driver · factor breakdown
NOR
McLaren
Probability
84%
- grid position+1.86
- team form+1.10
- driver form (last 5)+0.82
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 83.5%.
Strongest team average: McLaren 82.2%.
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)