We turn racing data into predictions, and we grade every one in public.

Automated Formula 1 analysis. Before each race we read the timing and telemetry and make a prediction you can check, then grade it on the record once the race has run.

Free to read, every race weekend.

Where to go next

The reads Graded predictions, made before the race and graded after, the newest first. About How the pipeline works, why we started in Formula 1, and why every number is checkable.

What we do, at a glance

One engine, pointed at the race ahead: it pulls the raw timing and telemetry, runs the models, and turns the result into analysis you can use. We put the prediction on the record before the race, then grade it against the result afterwards.

A prediction before each race. We read the timing and telemetry and put a prediction on the record, with the working shown, before the cars run.
Graded after the race. We re-run the same pipeline on the race data and grade the prediction in public, right or wrong.
Built from the sport's own data. Every chart comes from public timing and telemetry, never broadcast footage.