PitVision AI — Strategy Predictor

Pit Stop Predictor

Race Engineering Command Interface

Race Parameters

Driver Code

Tire Compound

SOFT

MED

HARD

INTER

WET

Tire Age (Laps)

Lap Number

Position

Current Stint

Grand Prix

Season

Lap Time (sec)

Race Progress

50%

Awaiting Input

Configure race parameters and submit for analysis

Analyzing race data...

PIT STOP RECOMMENDATION

PIT NOW

Recommended Window: Lap 25-27

Confidence

Pit Prob

Tire Life Left

—

Strategy Risk

—

Race Uncertainty

—

Key Decision Factors (Model Feature Importance)

Tire Degradation Curve

Strategy Comparison

⚠️

STRATEGY CAUTION

This prediction is generated using historical race data and machine learning patterns. Actual pit stop decisions may differ due to real-time race conditions such as Safety Cars, Virtual Safety Cars, weather changes, tire performance, track evolution, team strategy, traffic, incidents, and competitor actions.

Safety Car VSC Weather Traffic Tire Degradation Team Strategy Incidents Undercut Threat

PitVision AI is an educational machine learning project inspired by Formula 1 race strategy analysis. Predictions are statistical estimates and should not be interpreted as real-world team strategy recommendations.