Italian Grand Prix 2026

Qualifying

Round 13

Spearman ρ
Circuit prior ρ0.795avg ρ from prior visits to this circuit
FP2 Signals

FP2 → Race calibration ρ: 0.843

P1 VER
P2 PIA
P3 GAS
Analyst Intelligence
CS-04Medium confidenceMercedes

Mercedes's straight-speed advantage aligns with the power / straight-speed demands of Italian Grand Prix

  • Season ++1.9 km/h top speed vs field
  • Circuit archetype (power / straight-speed) weights 15% corner / 85% straight
  • Track-alignment score: +1.65 position advantage

Italian Grand Prix is classified as a power / straight-speed circuit. Mercedes's season-average speed profile matches that demand almost exactly — the physics of this layout rewards what their car does best across every lap of the race.

Expect Mercedes to extract more from this circuit than their season average. The inverse applies to Cadillac (alignment score -3.75) — their car profile is the least matched to what Italian Grand Prix asks for.

QS-08High confidenceWilliams

SAI out-qualified ALB by 0.903s — a meaningful intra-Williams gap

  • SAI: P15 in qualifying, best lap 83.453s
  • ALB: P18 in qualifying, best lap 84.356s
  • Gap: 0.903s — both cars run identical machinery; the delta is driver execution, not car

Qualifying head-to-head is the cleanest measure of raw driver pace: identical cars, controlled conditions, no traffic to blame. A 0.903s margin at Italian Grand Prix is significant and will carry forward into race strategy — Williams will likely give SAI strategic priority.

Watch whether ALB closes the gap in race pace, where tyre management and consistency matter more than peak lap time. A driver who loses Saturday consistently can still win Sunday.

QS-08High confidenceHaas F1 Team

BEA out-qualified OCO by 0.698s — a meaningful intra-Haas F1 Team gap

  • BEA: P12 in qualifying, best lap 82.756s
  • OCO: P16 in qualifying, best lap 83.454s
  • Gap: 0.698s — both cars run identical machinery; the delta is driver execution, not car

Qualifying head-to-head is the cleanest measure of raw driver pace: identical cars, controlled conditions, no traffic to blame. A 0.698s margin at Italian Grand Prix is significant and will carry forward into race strategy — Haas F1 Team will likely give BEA strategic priority.

Watch whether OCO closes the gap in race pace, where tyre management and consistency matter more than peak lap time. A driver who loses Saturday consistently can still win Sunday.

QS-08High confidenceAudi

BOR out-qualified HUL by 0.262s — a meaningful intra-Audi gap

  • BOR: P11 in qualifying, best lap 82.517s
  • HUL: P13 in qualifying, best lap 82.779s
  • Gap: 0.262s — both cars run identical machinery; the delta is driver execution, not car

Qualifying head-to-head is the cleanest measure of raw driver pace: identical cars, controlled conditions, no traffic to blame. A 0.262s margin at Italian Grand Prix is meaningful and will carry forward into race strategy — Audi will likely give BOR strategic priority.

Watch whether HUL closes the gap in race pace, where tyre management and consistency matter more than peak lap time. A driver who loses Saturday consistently can still win Sunday.

QS-08High confidenceCadillac

BOT out-qualified PER by 0.231s — a meaningful intra-Cadillac gap

  • BOT: P19 in qualifying, best lap 84.364s
  • PER: P20 in qualifying, best lap 84.595s
  • Gap: 0.231s — both cars run identical machinery; the delta is driver execution, not car

Qualifying head-to-head is the cleanest measure of raw driver pace: identical cars, controlled conditions, no traffic to blame. A 0.231s margin at Italian Grand Prix is meaningful and will carry forward into race strategy — Cadillac will likely give BOT strategic priority.

Watch whether PER closes the gap in race pace, where tyre management and consistency matter more than peak lap time. A driver who loses Saturday consistently can still win Sunday.

QS-08High confidenceAlpine

GAS out-qualified COL by 0.434s — a meaningful intra-Alpine gap

  • GAS: P1 in qualifying, best lap 81.786s
  • COL: P9 in qualifying, best lap 82.220s
  • Gap: 0.434s — both cars run identical machinery; the delta is driver execution, not car

Qualifying head-to-head is the cleanest measure of raw driver pace: identical cars, controlled conditions, no traffic to blame. A 0.434s margin at Italian Grand Prix is significant and will carry forward into race strategy — Alpine will likely give GAS strategic priority.

Watch whether COL closes the gap in race pace, where tyre management and consistency matter more than peak lap time. A driver who loses Saturday consistently can still win Sunday.

QS-08High confidenceRacing Bulls

LIN out-qualified LAW by 0.535s — a meaningful intra-Racing Bulls gap

  • LIN: P10 in qualifying, best lap 82.286s
  • LAW: P14 in qualifying, best lap 82.821s
  • Gap: 0.535s — both cars run identical machinery; the delta is driver execution, not car

Qualifying head-to-head is the cleanest measure of raw driver pace: identical cars, controlled conditions, no traffic to blame. A 0.535s margin at Italian Grand Prix is significant and will carry forward into race strategy — Racing Bulls will likely give LIN strategic priority.

Watch whether LAW closes the gap in race pace, where tyre management and consistency matter more than peak lap time. A driver who loses Saturday consistently can still win Sunday.

ci-perf-insightHigh confidence

RUS: RUS improved consistently as the session progressed, benefiting from an evolving track surface — their best effort came as conditions peaked.

ci-perf-insightHigh confidence

PIA: PIA improved consistently as the session progressed, benefiting from an evolving track surface — their best effort came as conditions peaked.

Predicted vs Actual — Qualifying Finishing Order
ActualDriverPredictedΔ
P1GASP6-5
P2RUSP1+1
P3ANTP30
P4PIAP8-4
P5LECP50
P6HAMP7-1
P7NORP4+3
P8VERP2+6
P9COLP10-1
P10LIN

Δ = actual position − predicted position · positive = model overrated driver · 0 = exact · all predictions locked pre-session

Prediction locked pre-session · scored against actual result post-race · methodology