./round-10
French Grand Prix
Magny-Cours, France · 6 July 2003
Model: weighted-v2 · Computed: 5/29/2026, 10:01:16 PM
predicted
Michael Schumacher
→
actual winner
Ralf Schumacher
✗ INCORRECT
./all drivers
Pos
Driver
Win %
./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%
./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%