§ Round 01 · 2026
Australian Grand Prix.
2026-03-08 · 22 drivers · held-out evaluation
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
- 0.652
- brier
- 0.229
- ECE
- 0.301
- field avg
- 50%
- spread
- 42
Driver ranking
coloured by outcome · hit · miss
- 01
ALB
Williams
71%grid 15 - 02
LEC
Ferrari
70%grid 4 - 03
ALO
Aston Martin
69%grid 17 - 04
RUS
Mercedes
67%grid 1 - 05
HAD
Red Bull Racing
62%grid 3 - 06
LIN
Racing Bulls
61%grid 9 - 07
GAS
Alpine
58%grid 14 - 08
PER
Cadillac
54%grid 18 - 09
BOR
Audi
53%grid 10 - 10
HUL
Audi
53%grid 11 - 11
BEA
Haas F1 Team
52%grid 12 - 12
NOR
McLaren
47%grid 6 - 13
PIA
McLaren
46%grid 5 - 14
OCO
Haas F1 Team
46%grid 13 - 15
LAW
Racing Bulls
45%grid 8 - 16
HAM
Ferrari
40%grid 7 - 17
SAI
Williams
39%grid 21 - 18
ANT
Mercedes
38%grid 2 - 19
BOT
Cadillac
37%grid 19 - 20
COL
Alpine
34%grid 16 - 21
VER
Red Bull Racing
30%grid 20 - 22
STR
Aston Martin
29%grid 22
Top driver · factor breakdown
ALB
Williams
Probability
71%
- vs teammate grid+0.80
- track history+0.12
- vs teammate quali−0.06
pushes probability downshappushes probability up
Summary
Strongest signal on ALB (Williams) at 71.1%.
Strongest team average: Ferrari 55.3%.
Export a9872a5 · generated 2026-04-23T10:31:09+00:00. Republished automatically after every F1 session.
Back to F1 projectHead-to-head — driver beats their teammate in the race