f1 predict
live
./round-03

Brazilian Grand Prix

Sao Paulo, Brazil · 6 April 2003

Model: weighted-v2 · Computed: 5/29/2026, 10:00:56 PM

predicted
Kimi Räikkönen
actual winner
Giancarlo Fisichella
✗ INCORRECT
./all drivers
Pos
Driver
Win %
01
10%
02
9%
03
9%
04
8%
05
8%
06
8%
07
8%
08
7%
09
6%
10
5%
11
FIS
Giancarlo Fisichella ✓ actual winner
5%
12
5%
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%