f1 predict
live
./round-09

European Grand Prix

Nürburg, Germany · 29 June 2003

Model: weighted-v2 · Computed: 5/29/2026, 10:01:13 PM

predicted
Michael Schumacher
actual winner
Ralf Schumacher
✗ INCORRECT
./all drivers
Pos
Driver
Win %
01
11%
02
11%
03
SCH
Ralf Schumacher ✓ actual winner
9%
04
9%
05
8%
06
7%
07
7%
08
6%
09
6%
10
6%
12
4%
13
4%
14
4%
15
4%
./compare drivers
Driver Alpha
Driver Beta
./model weights
Car Performance 22%
Driver Rating 10%
Starting Position 12%
Win Rate 10%
Long Run Pace 12%
Reliability 8%
Luck Factor 8%
Sector Strength 6%
Quali vs Teammate 5%
Weather Impact 3%
Track Overtake 2%
Position Gain 2%