Pit WallPro
Live telemetry. Real tyre degradation models. Undercut probability. Natural language race queries. Every session. Every lap.
Built for the pit wall
Live Telemetry Stream
Speed, throttle, brake, gear and RPM via WebSockets. Canvas-rendered charts that never drop a frame under high-frequency updates.
WebSockets · Redis · CanvasStrategy Intelligence
Tyre degradation curves fitted from real lap data. Undercut probability scoring. Pit window analysis — the same logic race engineers use.
FastF1 · Regression · PythonNatural Language Query
Ask in plain English. "When did Norris close the gap in 2023 Singapore?" Claude converts it to a FastF1 query and renders the chart.
Claude API · NLPDriver vs Driver
Side-by-side telemetry overlays, sector delta charts, lap time progression and tyre strategy timelines for any two drivers in any session.
Comparison · Delta · SectorsERS Deployment Estimate
No direct ERS data is public. We infer deployment zones from speed-throttle anomalies per corner — and we tell you exactly how we do it.
Inference · Physics ModelArchive 2018–2024
Every session. Every lap. Every corner. Replay any race from six seasons as a live stream at 1x, 2x or 10x speed.
FastF1 · Redis Pub/SubEnter the pit wall
Real telemetry. Real lap times. Real tyre compounds. Every session from 2018 to 2024 — replayed live.