F1Telemetry

Dutch Grand Prix 2026

Qualifying

Round 12

Spearman ρ—
Circuit prior ρ0.882avg ρ from prior visits to this circuit
FP2 Signals

FP2 → Race calibration ρ: 0.508

P1 HAM
P2 LAW
P3 ANT
Analyst Intelligence
CS-04Medium confidenceRed Bull Racing

Red Bull Racing's straight-speed advantage aligns with the high-downforce / corner-speed demands of Dutch Grand Prix

  • ›Season ++1.0 km/h top speed vs field
  • ›Circuit archetype (high-downforce / corner-speed) weights 80% corner / 20% straight
  • ›Track-alignment score: +1.00 position advantage

Dutch Grand Prix is classified as a high-downforce / corner-speed circuit. Red Bull Racing'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 Red Bull Racing to extract more from this circuit than their season average. The inverse applies to Aston Martin (alignment score -3.68) — their car profile is the least matched to what Dutch Grand Prix asks for.

QS-08High confidenceWilliams

ALB out-qualified SAI by 0.392s — a meaningful intra-Williams gap

  • ›ALB: P16 in qualifying, best lap 73.182s
  • ›SAI: P17 in qualifying, best lap 73.574s
  • ›Gap: 0.392s — 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 0.392s margin at Dutch Grand Prix is meaningful and will carry forward into race strategy — Williams will likely give ALB strategic priority.

Watch whether SAI 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

OCO out-qualified BEA by 0.689s — a meaningful intra-Haas F1 Team gap

  • ›OCO: P15 in qualifying, best lap 73.137s
  • ›BEA: P20 in qualifying, best lap 73.826s
  • ›Gap: 0.689s — 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 0.689s margin at Dutch Grand Prix is significant and will carry forward into race strategy — Haas F1 Team will likely give OCO strategic priority.

Watch whether BEA 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 0.718s — a meaningful intra-Audi gap

  • ›BOR: P9 in qualifying, best lap 72.079s
  • ›HUL: P13 in qualifying, best lap 72.797s
  • ›Gap: 0.718s — 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 0.718s margin at Dutch Grand Prix is significant 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 0.229s — a meaningful intra-Cadillac gap

  • ›BOT: P21 in qualifying, best lap 74.371s
  • ›PER: P22 in qualifying, best lap 74.600s
  • ›Gap: 0.229s — 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 0.229s margin at Dutch 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 confidenceRacing Bulls

LAW out-qualified LIN by 0.452s — a meaningful intra-Racing Bulls gap

  • ›LAW: P8 in qualifying, best lap 71.733s
  • ›LIN: P10 in qualifying, best lap 72.185s
  • ›Gap: 0.452s — 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 0.452s margin at Dutch Grand Prix is significant and will carry forward into race strategy — Racing Bulls will likely give LAW strategic priority.

Watch whether LIN 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

NOR: NOR was quickest through the arie_luyendyk_banking, the biggest sector gain of any driver in the comparison group — over 4.88s ahead of the field median.

ci-perf-insightHigh confidence

NOR: NOR 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
P1NORP5-4
P2ANTP1+1
P3PIAP8-5
P4HAMP3+1
P5LECP4+1
P6VER——
P7LAW——
P8BORP9-1
P9LINP6+3
P10GASP7+3

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