F1Telemetry

Austrian Grand Prix 2026

Qualifying

Round 8

Spearman ρ—
Circuit prior ρ0.926avg ρ from prior visits to this circuit
FP2 Signals

FP2 → Race calibration ρ: 0.743

P1 RUS
P2 NOR
P3 VER
Analyst Intelligence
CS-04Medium confidenceRed Bull Racing

Red Bull Racing's straight-speed advantage aligns with the technical / corner-speed demands of Austrian Grand Prix

  • ›Season ++1.0 km/h top speed vs field
  • ›Circuit archetype (technical / corner-speed) weights 85% corner / 15% straight
  • ›Track-alignment score: +1.00 position advantage

Austrian Grand Prix is classified as a technical / 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 -3.91) — their car profile is the least matched to what Austrian Grand Prix asks for.

QS-08High confidenceWilliams

SAI out-qualified ALB by 0.257s — a meaningful intra-Williams gap

  • ›SAI: P17 in qualifying, best lap 68.252s
  • ›ALB: P18 in qualifying, best lap 68.509s
  • ›Gap: 0.257s — 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 0.257s margin at Austrian Grand Prix is meaningful 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 confidenceAston Martin

ALO out-qualified STR by 0.421s — a meaningful intra-Aston Martin gap

  • ›ALO: P21 in qualifying, best lap 69.942s
  • ›STR: P22 in qualifying, best lap 70.363s
  • ›Gap: 0.421s — 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 0.421s margin at Austrian Grand Prix is significant and will carry forward into race strategy — Aston Martin will likely give ALO strategic priority.

Watch whether STR 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 confidenceMercedes

RUS out-qualified ANT by 0.301s — a meaningful intra-Mercedes gap

  • ›RUS: P1 in qualifying, best lap 66.113s
  • ›ANT: P4 in qualifying, best lap 66.414s
  • ›Gap: 0.301s — 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 0.301s margin at Austrian Grand Prix is meaningful and will carry forward into race strategy — Mercedes will likely give RUS strategic priority.

Watch whether ANT 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 0.294s — a meaningful intra-Haas F1 Team gap

  • ›BEA: P13 in qualifying, best lap 67.523s
  • ›OCO: P15 in qualifying, best lap 67.817s
  • ›Gap: 0.294s — 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 0.294s margin at Austrian Grand Prix is meaningful 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 0.318s — a meaningful intra-Audi gap

  • ›BOR: P12 in qualifying, best lap 67.293s
  • ›HUL: P14 in qualifying, best lap 67.611s
  • ›Gap: 0.318s — 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 0.318s margin at Austrian 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 confidenceAlpine

GAS out-qualified COL by 0.948s — a meaningful intra-Alpine gap

  • ›GAS: P11 in qualifying, best lap 67.223s
  • ›COL: P16 in qualifying, best lap 68.171s
  • ›Gap: 0.948s — 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 0.948s margin at Austrian 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.

ci-perf-insightHigh confidence

RUS: RUS was quickest through the downhill_sequence, the biggest sector gain of any driver in the comparison group — over 1.52s ahead of the field median.

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.

Predicted vs Actual — Qualifying Finishing Order
ActualDriverPredictedΔ
P1RUSP2-1
P2LECP3-1
P3HAMP7-4
P4ANTP1+3
P5VERP6-1
P6NORP5+1
P7PIAP4+3
P8HADP80
P9LAWP90
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