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
- 0.167
- brier
- 0.050
- ECE
- 0.079
- field avg
- 17%
- spread
- 82
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
82%grid 1 - 02
PIA
McLaren
57%grid 5 - 03
VER
Red Bull Racing
55%grid 2 - 04
LEC
Ferrari
52%grid 9 - 05
HAM
Mercedes
44%grid 3 - 06
RUS
Mercedes
31%grid 4 - 07
SAI
Ferrari
10%grid 10 - 08
HUL
Haas F1 Team
4%grid 6 - 09
PER
Red Bull Racing
3%grid 13 - 10
ALO
Aston Martin
3%grid 7 - 11
TSU
RB
1%grid 8 - 12
ALB
Williams
1%grid 11 - 13
RIC
RB
1%grid 16 - 14
STR
Aston Martin
1%grid 17 - 15
OCO
Alpine
1%grid 15 - 16
MAG
Haas F1 Team
1%grid 14 - 17
BOT
Kick Sauber
1%grid 19 - 18
ZHO
Kick Sauber
1%grid 20 - 19
COL
Williams
1%grid 12 - 20
GAS
Alpine
1%grid 18
Top driver · factor breakdown
NOR
McLaren
Probability
82%
- grid position+1.82
- team form+1.08
- driver form (last 5)+0.83
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 82.4%.
Strongest team average: McLaren 69.5%.
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)