f1 predict
live
./round-04

Spanish Grand Prix

Barcelona, Spain · 13 May 2007

Model: weighted-v2 · Computed: 5/29/2026, 10:49:36 PM

predicted
Fernando Alonso
actual winner
Felipe Massa
✗ INCORRECT
./all drivers
Pos
Driver
Win %
01
8%
02
MAS
Felipe Massa ✓ actual winner
8%
03
8%
04
8%
05
6%
06
5%
07
5%
08
5%
09
5%
10
4%
11
4%
12
4%
13
3%
14
3%
15
3%
16
3%
17
3%
18
3%
19
3%
20
3%
21
3%
22
2%
./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%