Compare
Lap vs. lap, distance-aligned
Overlay speed, throttle, brake, gear, RPM and DRS for any two laps. Delta time is computed by time interpolation on a shared distance grid — not eyeballed charts.
Unofficial · built on FastF1
Every lap. Every driver. Every session.
Detailed car telemetry from the 2018 season onwards — compared lap by lap, corner by corner, and scored for anomalies automatically.
Synthetic demo · speed + throttle · distance axis
1,700+
sessions from 2018 → today
4 Hz
car telemetry sampling
0.1 m
position resolution
100%
quick laps scored for anomalies
Platform
A telemetry workbench, not a dashboard
Track
Position with context
Every sample mapped onto the circuit with corner annotations and channel-colored trails, from the 2018 season to today.
Detect
Anomalies surfaced automatically
Unsupervised models score every quick lap against the driver's own baseline and the field — flagging lockups, off-tracks and pace drops with explanations.