f1 predict
live
./round-14

Italian Grand Prix

Monza, Italy · 14 September 2003

Model: weighted-v2 · Computed: 5/29/2026, 10:01:27 PM

predicted
Michael Schumacher
actual winner
Michael Schumacher
✓ CORRECT
./all drivers
Pos
Driver
Win %
01
MSC
Michael Schumacher ✓ actual winner
12%
02
12%
03
9%
04
9%
05
9%
06
8%
07
7%
08
6%
09
6%
10
6%
11
6%
13
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%