f1 predict
live
./round-17

Japanese Grand Prix

Suzuka, Japan · 8 October 2006

Model: weighted-v2 · Computed: 5/29/2026, 10:47:54 PM

predicted
Michael Schumacher
actual winner
Fernando Alonso
✗ INCORRECT
./all drivers
Pos
Driver
Win %
01
11%
02
ALO
Fernando Alonso ✓ actual winner
9%
03
8%
04
8%
05
7%
06
6%
07
6%
08
6%
09
5%
10
5%
11
4%
12
4%
13
4%
14
4%
15
4%
16
4%
17
4%
18
3%
./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%