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
- 0.139
- brier
- 0.036
- ECE
- 0.114
- field avg
- 17%
- spread
- 80
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
81%grid 1 - 02
VER
Red Bull Racing
77%grid 2 - 03
HAM
Mercedes
47%grid 3 - 04
RUS
Mercedes
38%grid 4 - 05
LEC
Ferrari
36%grid 5 - 06
SAI
Ferrari
21%grid 6 - 07
PIA
McLaren
20%grid 9 - 08
PER
Red Bull Racing
5%grid 11 - 09
GAS
Alpine
5%grid 7 - 10
ALO
Aston Martin
1%grid 10 - 11
STR
Aston Martin
1%grid 14 - 12
OCO
Alpine
1%grid 8 - 13
SAR
Williams
1%grid 19 - 14
ZHO
Kick Sauber
1%grid 15 - 15
HUL
Haas F1 Team
1%grid 13 - 16
TSU
RB
1%grid 17 - 17
ALB
Williams
1%grid 20 - 18
BOT
Kick Sauber
1%grid 12 - 19
MAG
Haas F1 Team
1%grid 16 - 20
RIC
RB
1%grid 18
Top driver · factor breakdown
NOR
McLaren
Probability
81%
- grid position+1.88
- team form+0.90
- driver form (last 5)+0.89
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 80.7%.
Strongest team average: McLaren 50.4%.
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)