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
Spanish Grand Prix 🇪🇸
Qualifying completedPrediction after FP3Coverage 20/20Gap MAE
0.679s
Open event +
2026
Spanish Grand Prix 🇪🇸
Gap MAE
0.679s
Open event +
Preserved prediction
ANT
Mercedes
+0.238s
↓ 1 over
NOR
McLaren
+0.457s
↑ 1 under
PIA
McLaren
+0.515s
↓ 4 over
RUS
Mercedes
+0.538s
↓ 2 over
VER
Red Bull Racing
+0.587s
↑ 2 under
LEC
Ferrari
+0.616s
↑ 1 under
LAW
Red Bull Racing
+1.198s
↓ 1 over
HUL
Audi
+1.273s
↓ 3 over
HAM
Ferrari
+1.582s
↑ 5 under
LIN
Racing Bulls
+1.656s
Exact
BOR
Audi
+1.658s
↓ 1 over
OCO
Haas
+1.780s
↓ 1 over
COL
Alpine
+1.812s
↑ 4 under
GAS
Alpine
+1.901s
Exact
TSU
Racing Bulls
+2.292s
Exact
SAI
Williams
+2.392s
↓ 1 over
ALO
Aston Martin
+2.412s
↓ 1 over
BOT
Cadillac
+2.418s
↓ 2 over
PER
Cadillac
+2.676s
Exact
ALB
Williams
+4.214s
↑ 4 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.