§ Round 01 · 2025
Australian Grand Prix.
2025-03-16 · 20 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
- 0.155
- brier
- 0.045
- ECE
- 0.121
- field avg
- 15%
- spread
- 68
Driver ranking
coloured by outcome · hit · miss
- 01
NOR
McLaren
69%grid 1 - 02
VER
Red Bull Racing
61%grid 3 - 03
PIA
McLaren
57%grid 2 - 04
RUS
Mercedes
48%grid 4 - 05
LEC
Ferrari
21%grid 7 - 06
SAI
Williams
9%grid 10 - 07
HAM
Ferrari
8%grid 8 - 08
TSU
Racing Bulls
7%grid 5 - 09
ANT
Mercedes
4%grid 16 - 10
HAD
Racing Bulls
3%grid 11 - 11
GAS
Alpine
2%grid 9 - 12
ALB
Williams
2%grid 6 - 13
LAW
Red Bull Racing
1%grid 18 - 14
BOR
Kick Sauber
1%grid 15 - 15
OCO
Haas F1 Team
1%grid 19 - 16
ALO
Aston Martin
1%grid 12 - 17
STR
Aston Martin
1%grid 13 - 18
BEA
Haas F1 Team
1%grid 20 - 19
HUL
Kick Sauber
1%grid 17 - 20
DOO
Alpine
1%grid 14
Top driver · factor breakdown
NOR
McLaren
Probability
69%
- grid position+2.12
- quali gap to pole+0.63
- driver form (last 5)+0.54
pushes probability downshappushes probability up
Summary
Strongest signal on NOR (McLaren) at 68.8%.
Strongest team average: McLaren 62.7%.
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)