Lap Time Analysis
Lap Times Table
Tire Strategy
Compound Performance
Telemetry Comparison
Multi-Channel Telemetry
Track Map
Speed Trace
Race Pace Analysis
Lap Time Distribution by Driver
Position Changes
Race Predictions (ML)
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Predictions are based on practice session data (FP1, FP2, FP3) using an XGBoost model trained on historical races.
Features include: best lap times, average pace, consistency, long run pace, and session positions.