f1 predict
live
./round-10

German Grand Prix

Hockenheim, Germany · 20 July 2008

Model: weighted-v2 · Computed: 5/29/2026, 10:52:25 PM

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