Current Race: Italian Grand PrixPrediction Target: RaceTop Prediction: Charles LeclercModel Version: 2026.06-strategy-actuals-v7Source State: FallbackUpdated: 2026-09-06 15:54 IST
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PitWall
A race-control dashboard for prediction confidence, source health, strategy risk, and model readiness.
Updated Sep 6, 2026, 10:24 AM
Post Qualifying · raceRace Control
Italian Grand Prix
Autodromo Nazionale di Monza · Monza, Italy
2026.06-strategy-actuals-v7Updated Sep 6, 2026, 10:24 AM
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Race Intelligence Summary
deterministicItalian Grand Prix: Charles Leclerc leads the PitWall ranking with medium trust.
01
PitWall generated a post qualifying prediction using committed structured race, model, and source-health data. Event trust is 50.0/100. Numeric rankings and probabilities come from the model contract, not this summary.
02
3 driver rows have high model disagreement.
03
Missing feature groups include pit stop data, practice or lap pace.
Prediction Trust
Medium trustEvent trust50.0%
High disagreements3
Source conflicts3
AI modeFree deterministic
What Changed Since Last Run
0 rank changes, 0 probability changes, 0 trust changes, 0 source changes.
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0 rank changes
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0 probability changes
03
0 trust changes
Top 3 Prediction Preview
post_qualifyingStrategy Risk
54.9% riskChaos54.9%
Circuit Difficulty51.3%
Qualifying Importance52.0%
Track EvolutionMedium
Lap 18-32 for normal dry strategy.
Source Health
FallbackOverall Score72.1%
GeneratedSep 6, 10:24 AM
F1 timing/static feed
88.0%
AvailableJolpica
82.0%
AvailableOpenF1
70.0%
FallbackFastF1
78.0%
AvailableOpen-Meteo
76.0%
AvailableFIA/F1 upgrade/regulation sources
74.0%
FallbackLocal cache
92.0%
AvailableModel bundle
86.0%
AvailableCalendar
82.0%
AvailableF1DB historical dataset
35.0%
StaleRelBench rel-f1 benchmark
30.0%
StaleRace Weekend Timeline
01
race target selected
02
post_qualifying model stage
03
Autodromo Nazionale di Monza profile loaded
04
Official result audit pending until final result gate
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Baseline
simulated- P1Charles Leclerc70.5
- P2Lewis Hamilton69.0
- P3George Russell68.1
- P4Andrea Kimi Antonelli65.8
- P5Oscar Piastri62.0
Current model stack with no scenario shock applied.
Rain
simulated- P1Charles Leclerc76.4
- P2Lewis Hamilton73.5
- P3George Russell71.3
- P4Isack Hadjar68.6
- P5Andrea Kimi Antonelli67.8
Weights weather adaptation, reliability, and team strategy more heavily.
Safety Car
simulated- P1Lewis Hamilton77.6
- P2Charles Leclerc77.0
- P3Isack Hadjar70.4
- P4George Russell66.5
- P5Andrea Kimi Antonelli64.6
Weights pit execution, strategy flexibility, and attack potential.