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
- 0.666
- brier
- 0.188
- ECE
- 0.236
- field avg
- 12%
- spread
- 83
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
83%grid 1 - 02
RUS
Mercedes
49%grid 2 - 03
LEC
Ferrari
31%grid 6 - 04
SAI
Ferrari
14%grid 20 - 05
TSU
RB
14%grid 3 - 06
PIA
McLaren
13%grid 8 - 07
VER
Red Bull Racing
9%grid 17 - 08
OCO
Alpine
7%grid 4 - 09
HAM
Mercedes
3%grid 14 - 10
LAW
RB
2%grid 5 - 11
PER
Red Bull Racing
2%grid 12 - 12
ALB
Williams
2%grid 7 - 13
ALO
Aston Martin
1%grid 9 - 14
HUL
Haas F1 Team
1%grid 18 - 15
ZHO
Kick Sauber
1%grid 19 - 16
BEA
Haas F1 Team
1%grid 15 - 17
BOT
Kick Sauber
1%grid 11 - 18
GAS
Alpine
1%grid 13 - 19
STR
Aston Martin
1%grid 10 - 20
COL
Williams
1%grid 16
Top driver · factor breakdown
NOR
McLaren
Probability
83%
- grid position+1.92
- driver form (last 5)+0.88
- team form+0.86
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 83.2%.
Strongest team average: McLaren 48.0%.
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)