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

Automated analysis of every Formula 1 session. We read the raw timing and telemetry, make a call you can check, and grade it on the record once the race has run.

Free to read, every race weekend. We are proving the method where the data is public and the next race grades the call.

What we do

One engine, pointed at every session. We read the raw timing and telemetry and turn it into analysis you can use, then we put a call on the record and grade it against the result.

We read every session. Practice, qualifying and the race, each turned into a single chart: how the tyres are degrading, where the real race pace sits, and how a strategy is likely to unfold.
We grade it in public. The call goes on the record before the race, and we score it on a fixed schedule afterwards, win or lose. An analysis you can check, not a take you have to trust.
Built from the source. Every chart comes from the sport's own public timing and telemetry, never broadcast footage or someone else's graphics. What is ours is the pipeline, the models, and the analysis.
Quick, because it is automated. The pipeline turns a session around in hours and holds the same standard every time, with checks it cannot skip.

The reads

Coming soon

The race reads are landing here shortly, the most recent Grand Prix first. Each one is a single chart and a call we grade after the race, so you can follow how the calls land over a season.

Where this is going

The free reads are the start. For readers who want the full working, we plan deeper race debriefs and the data behind the charts. We will say so plainly when they are ready, and not before.

Formula 1 is the first domain, not the last. We chose it because it lets us prove the method in public and sharpen it every week. In time we intend to bring the same automated analytics to other fields that reward the same care.

Independent, and checkable

Tempered Analytics is a small, independent operation. We are not associated with Formula 1, any team, or any governing body, and every number we publish traces back to the session data behind it.