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
- 0.180
- brier
- 0.059
- ECE
- 0.067
- field avg
- 15%
- spread
- 64
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
65%grid 1 - 02
PIA
McLaren
64%grid 2 - 03
VER
Red Bull Racing
64%grid 3 - 04
HAM
Mercedes
36%grid 5 - 05
SAI
Ferrari
30%grid 4 - 06
LEC
Ferrari
10%grid 6 - 07
RUS
Mercedes
9%grid 17 - 08
PER
Red Bull Racing
3%grid 16 - 09
ALO
Aston Martin
2%grid 7 - 10
STR
Aston Martin
1%grid 8 - 11
HUL
Haas F1 Team
1%grid 11 - 12
TSU
RB
1%grid 10 - 13
OCO
Alpine
1%grid 19 - 14
SAR
Williams
1%grid 14 - 15
GAS
Alpine
1%grid 20 - 16
ZHO
Kick Sauber
1%grid 18 - 17
ALB
Williams
1%grid 13 - 18
BOT
Kick Sauber
1%grid 12 - 19
MAG
Haas F1 Team
1%grid 15 - 20
RIC
RB
1%grid 9
Top driver · factor breakdown
NOR
McLaren
Probability
65%
- grid position+2.12
- quali gap to pole+0.58
- driver form (last 5)+0.56
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 64.7%.
Strongest team average: McLaren 64.5%.
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)