Observe the session
Positions, gaps, laps, tyres, pits and track conditions stay tied to the recorded source state.
F1 race predictor
A live F1 predictor built around
what the timing can prove.
PitQuant turns observed session timing, pace, tyre and pit context into explainable Formula 1 race forecasts. When the evidence is incomplete, the predictor says so.
Finish outlookVALIDATION SAMPLE
Based on timing at lap 31
| Driver | Live | Expected | Possible finish |
|---|---|---|---|
| NOR | P2 | P3.4 | P1–P6 |
| LEC | P4 | P4.8 | P2–P8 |
| PIA | P7 | P6.3 | P3–P10 |
Illustrative interface — not a current race forecast.
From observation to forecast
A prediction should carry its evidence with it.
Build one race input
The forecast uses a specific, timestamped view of the race instead of silently mixing newer facts.
Pass evidence gates
A model candidate is shown only when its inputs, freshness and validation status allow it.
Explain the range
PitQuant presents possible finishes, confidence and limitations instead of a guaranteed winner.
What the F1 predictor shows
Useful race context without false certainty.
Finish outlook
Expected position and a range of plausible finishing positions when an admitted forecast is available.
Strategy context
Observed tyres, stints, pit history and changing race conditions alongside the forecast.
Current evidence
The source time, input identity, freshness and reasons why a prediction may be unavailable.
Driver detail
A closer look at the recorded laps, pace context and model factors for the selected driver.
Questions
About the PitQuant F1 predictor
What is an F1 predictor?
An F1 predictor estimates possible race outcomes from the information available at a specific point in a Formula 1 session. PitQuant keeps that input time visible.
Does PitQuant predict the race winner?
When a supported forecast passes its evidence gates, PitQuant can show finishing distributions and expected positions. It does not promise a winner.
Is the predictor live?
The interface can update during supported sessions. Source freshness, connection health and forecast availability remain separate states.
How accurate is it?
Model candidates are evaluated on recorded sessions before admission. PitQuant does not publish a permanent accuracy claim from one race or a small sample.
Is PitQuant affiliated with Formula 1?
No. PitQuant is an independent analysis project and is not affiliated with Formula 1, the FIA or any team.
See the race as evidence, not a guess.
Open the live workspace to inspect the current session, source status and any forecast that has earned its place on screen.