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
- 0.216
- brier
- 0.072
- ECE
- 0.088
- field avg
- 13%
- spread
- 53
Driver ranking
coloured by outcome · hit · miss
- 01
HAM
Mercedes
53%grid 3 - 02
LEC
Ferrari
46%grid 1 - 03
NOR
McLaren
43%grid 4 - 04
PER
Red Bull Racing
35%grid 2 - 05
PIA
McLaren
28%grid 5 - 06
VER
Red Bull Racing
23%grid 11 - 07
RUS
Mercedes
16%grid 6 - 08
SAI
Ferrari
10%grid 7 - 09
HUL
Haas F1 Team
1%grid 16 - 10
ZHO
Kick Sauber
1%grid 19 - 11
SAR
Williams
1%grid 18 - 12
MAG
Haas F1 Team
1%grid 17 - 13
TSU
RB
1%grid 20 - 14
STR
Aston Martin
1%grid 15 - 15
ALB
Williams
1%grid 10 - 16
OCO
Alpine
1%grid 9 - 17
ALO
Aston Martin
1%grid 8 - 18
GAS
Alpine
1%grid 12 - 19
BOT
Kick Sauber
1%grid 14 - 20
RIC
RB
1%grid 13
Top driver · factor breakdown
HAM
Mercedes
Probability
53%
- grid position+1.51
- driver form (last 5)+0.87
- team form+0.73
pushes probability downshappushes probability up
Summary
Strongest signal on HAM (Mercedes) at 53.2%.
Strongest team average: McLaren 35.1%.
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)