Podium Prophets

Aston Martin at Singapore Grand Prix

The current model projects a 1.72 weekend outlook built from a 1.67 qualifying number and 1.76 race number.

Weekend
1.72
Qualifying
1.67
Race
1.76
Fit Confidence: 0.85
Track Extremity: 0.55
singapore circuit layout

Base Pace and Adjustments

Qualifying Model
Base
2.64
Adjustment
-0.97
Output
1.67
Race Model
Base
3.13
Adjustment
-0.93
Reliability
-0.44
Output
1.76

Primary Signals

Qualifying Drivers

Energy Recovery × Energy Clipping Demand
0.3
Tyre Degradation × Tyre Deg Severity
0.7
Ride Quality × Kerb Severity
1.4
High Speed Corners × High Speed Demand
1.6

Race Drivers

Energy Recovery × Energy Clipping Demand
0.2
Active Aero Efficiency × Active Aero Value
1.1
High Speed Corners × High Speed Demand
1.3
Straight Line Speed × Straight Line Importance
1.7

Drivers at This Circuit