Prediction history
Preserved forecasts across race weekends.
Prospective predictions are kept separate from legacy descriptive records and historical backtests, so public performance claims use the right evidence.
Coverage note
Why some race weekends may be missing
This archive is intentionally not a complete Formula 1 calendar. A past Grand Prix may have no prediction—or may not appear here at all—because Sprint weekends are not currently supported, because monitoring was introduced during the season, or because ongoing model, data-pipeline and reliability updates—or a software issue later identified and fixed— prevented a trustworthy forecast at the time. Missing predictions are never recreated after qualifying.
Valid prospective evidence
Past predictions
Open an event to inspect its preserved forecast and, where available, official comparison.
2026
Bahrain Grand Prix 🇧🇭
Qualifying completedPrediction after FP3Coverage 22/22Gap MAE
2.439s
Open event +
2026
Bahrain Grand Prix 🇧🇭
Gap MAE
2.439s
Open event +
Preserved prediction
ANT
Mercedes
+3.080s
↓ 3 over
VER
Red Bull Racing
+3.089s
↑ 1 under
HAD
Red Bull Racing
+3.191s
Exact
RUS
Mercedes
+3.328s
↓ 4 over
LEC
Ferrari
+3.467s
Exact
HAM
Ferrari
+3.615s
↑ 4 under
NOR
McLaren
+4.002s
↑ 1 under
HUL
Audi
+4.391s
↓ 9 over
BOT
Cadillac
+4.410s
↓ 12 over
PER
Cadillac
+4.483s
↓ 12 over
BEA
Haas
+4.580s
↓ 7 over
SAI
Williams
+4.599s
↓ 2 over
OCO
Haas
+4.614s
↓ 6 over
ALO
Aston Martin
+4.645s
↑ 1 under
ALB
Williams
+4.654s
↓ 5 over
STR
Aston Martin
+4.716s
↑ 1 under
COL
Alpine
+4.723s
↑ 5 under
PIA
McLaren
+4.728s
↑ 11 under
LIN
Racing Bulls
+4.730s
↑ 3 under
BOR
Audi
+4.806s
↑ 10 under
LAW
Racing Bulls
+4.818s
↑ 10 under
GAS
Alpine
+4.885s
↑ 13 under
Historical backtest context
Model development evidence
Backtests simulate earlier race weekends for model development. They are useful, but are not counted as prospective public predictions.