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
- 0.283
- brier
- 0.088
- ECE
- 0.145
- field avg
- 16%
- spread
- 71
Driver ranking
coloured by outcome · hit · miss
- 01
SAI
Ferrari
72%grid 2 - 02
RUS
Mercedes
60%grid 1 - 03
LEC
Ferrari
58%grid 4 - 04
VER
Red Bull Racing
45%grid 5 - 05
GAS
Alpine
26%grid 3 - 06
NOR
McLaren
23%grid 6 - 07
PIA
McLaren
8%grid 8 - 08
HAM
Mercedes
8%grid 10 - 09
TSU
RB
3%grid 7 - 10
PER
Red Bull Racing
2%grid 15 - 11
OCO
Alpine
2%grid 11 - 12
HUL
Haas F1 Team
1%grid 9 - 13
MAG
Haas F1 Team
1%grid 12 - 14
STR
Aston Martin
1%grid 18 - 15
ALB
Williams
1%grid 17 - 16
ZHO
Kick Sauber
1%grid 13 - 17
BOT
Kick Sauber
1%grid 19 - 18
COL
Williams
1%grid 20 - 19
LAW
RB
1%grid 14 - 20
ALO
Aston Martin
1%grid 16
Top driver · factor breakdown
SAI
Ferrari
Probability
72%
- grid position+1.92
- team form+0.84
- quali gap to pole+0.61
pushes probability downshappushes probability up
Summary
Strongest signal on SAI (Ferrari) at 71.7%.
Strongest team average: Ferrari 64.9%.
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)