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F1 Analytics Platform
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Italian Grand Prix
Italy · Friday, September 4, 2026
39%
model confidence
UsingRecent formCircuit history
Predicted Finishing Order
1
NOR
McLaren
74711
P1–P42
LEC
Ferrari
81245
P1–P53
RUS
Mercedes
1273
P1–P64
HAM
Ferrari
53454
P1–P75
VER
Red Bull
22032
P2–P86
PIA
McLaren
41156
P3–P97
ANT
Mercedes
315132
P4–P108
LIN
RB F1 Team
10791012
P3–P139
LAW
Red Bull
961287
P5–P1310
TSU
TSU
RB F1 Team
11
P6–P1411
PER
Cadillac F1 Team
1415
P7–P1512
BOR
Audi
11881113
P8–P1613
HUL
Audi
121398
P9–P1714
GAS
Alpine F1 Team
1310111210
P10–P1815
SAI
Williams
17161816
P11–P1916
ALB
Williams
17151717
P11–P2117
COL
Alpine F1 Team
159101514
P12–P2218
ALO
Aston Martin
181819149
P13–P2219
BEA
Haas F1 Team
14121419
P14–P2220
OCO
Haas F1 Team
16131716
P15–P2221
BOT
Cadillac F1 Team
1618
P16–P2222
STR
Aston Martin
1913
P17–P22What Drives This Prediction
Recent Form63%
Average finishing position over the last 5 races this season
Circuit History37%
Average finish at this venue in recent seasons
Accuracy Track Record
86%
Avg accuracy
86%
Last 5 races
90%
Best
5
Races graded
Dutch Grand Prix
Netherlands · 17 drivers
Hungarian Grand Prix
Hungary · 19 drivers
Belgian Grand Prix
Belgium · 19 drivers
Austrian Grand Prix
Austria · 18 drivers
How it works
Each driver is scored from up to four signals: recent finishing form, history at this circuit, practice pace, and — once qualifying runs — the provisional grid. The forecast sharpens through the weekend as stronger signals arrive: practice pace is folded in after the Friday/Saturday running, and the grid takes over as the dominant factor once qualifying is done. Weights rebalance per driver so a missing signal never unfairly sinks anyone. The model is transparent and rule-based — the same inputs always produce the same forecast.
Predictions are a bit of fun, not betting advice. F1 races are chaotic by design.