Predict the race before lights out
Kronector turns Formula 1 telemetry, qualifying pace, driver form, and model explainability into race-winning predictions before the grid forms.
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Technical Core
Race Prediction
XGBoost & LSTM hybrid ensemble trained on 20 years of historical race data and live lap telemetry.
SHAP Explainability
Deep-dive into every prediction. Understand exactly how tire age or air pressure influenced the model's output.
Drift Monitoring
Real-time detection of concept drift as track conditions evolve beyond the initial training baseline.
Agentic Race Radio
LLM-powered reasoning agents synthesize raw model outputs into strategic audio/text directives.
Pipeline Architecture
Ask the pit wall before race day
Deploy the most advanced prediction suite in open-source motorsport intelligence.