2025 São Paulo Grand Prix Grand Prix
AI-powered predictions for the upcoming Formula 1 race based on historical performance data.
Race Info
0 days, 23 hours until race start
Race Start
Sunday, November 9, 2025 at 12:00 AM UTC
Location
São Paulo, Brazil
Model Status
Training information and model status
Trained On
Data up to 2025 Mexico City Grand Prix (Season 2025, Round 20)
Podium Prediction
2
piastri
mclaren
14.03 points
1
norris
mclaren
14.10 points
3
max_verstappen
red_bull
13.03 points
Detailed Race Results
Complete prediction details for all drivers
| Pos | Driver | Team | Points |
|---|---|---|---|
| 1 | Norris | mclaren | 14.10 |
| 2 | Piastri | mclaren | 14.03 |
| 3 | Max_verstappen | red_bull | 13.03 |
| 4 | Russell | mercedes | 10.88 |
| 5 | Leclerc | ferrari | 9.02 |
| 6 | Antonelli | mercedes | 7.59 |
| 7 | Hamilton | ferrari | 7.11 |
| 8 | Tsunoda | red_bull | 3.27 |
| 9 | Albon | williams | 2.05 |
| 10 | Lawson | rb | 2.03 |
| 11 | Sainz | williams | 1.78 |
| 12 | Alonso | aston_martin | 1.65 |
| 13 | Bortoleto | sauber | 1.50 |
| 14 | Hulkenberg | sauber | 1.27 |
| 15 | Hadjar | rb | 1.25 |
| 16 | Doohan | alpine | 0.72 |
| 17 | Bearman | haas | 0.54 |
| 18 | Stroll | aston_martin | 0.46 |
| 19 | Ocon | haas | 0.44 |
| 20 | Gasly | alpine | 0.09 |
Model Details
Model Details
Training Scores
| Metric | Score |
|---|---|
| rmse | 5.2529 |
| r2 | 0.4370 |
| mae | 3.6583 |
| explained_variance | 0.4371 |
Top Feature Importances
| Feature | Importance |
|---|---|
| TeamId | 0.3076 |
| DriverAvgPointsThisSeason | 0.1839 |
| TeamAvgPointsThisSeason | 0.0765 |
| Location | 0.0601 |
| TeamLastSeasonDiffToLeadingTeam | 0.0469 |
| DriverId | 0.0376 |
| TeamLastSeasonPoints | 0.0369 |
| TeamCurrentSeasonPoints | 0.0292 |
| DriverLastSeasonPoints | 0.0276 |
| DriverLastSeasonDiffToLeadingDriver | 0.0249 |