f1 predict
live
./round-16

Japanese Grand Prix

Oyama, Japan · 12 October 2008

Model: weighted-v2 · Computed: 5/29/2026, 10:52:47 PM

predicted
Lewis Hamilton
actual winner
Fernando Alonso
✗ INCORRECT
./all drivers
Pos
Driver
Win %
01
8%
02
7%
03
7%
04
7%
05
ALO
Fernando Alonso ✓ actual winner
6%
06
6%
07
5%
08
5%
09
5%
10
5%
11
4%
12
4%
13
4%
14
4%
15
4%
16
4%
17
4%
18
3%
19
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%