F1Telemetry

Japanese Grand Prix 2026

Qualifying

Round 3

Spearman ρ—
Circuit prior ρ0.364avg ρ from prior visits to this circuit
FP2 Signals

FP2 → Race calibration ρ: 0.359

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

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

Japanese 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 Japanese Grand Prix asks for.

QS-08High confidenceAston Martin

ALO out-qualified STR by 0.274s — a meaningful intra-Aston Martin gap

  • ›ALO: P21 in qualifying, best lap 92.646s
  • ›STR: P22 in qualifying, best lap 92.920s
  • ›Gap: 0.274s — 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 0.274s margin at Japanese Grand Prix is meaningful 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

ANT out-qualified RUS by 0.298s — a meaningful intra-Mercedes gap

  • ›ANT: P1 in qualifying, best lap 88.778s
  • ›RUS: P2 in qualifying, best lap 89.076s
  • ›Gap: 0.298s — 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 0.298s margin at Japanese Grand Prix is meaningful and will carry forward into race strategy — Mercedes will likely give ANT strategic priority.

Watch whether RUS 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 0.781s — a meaningful intra-Haas F1 Team gap

  • ›OCO: P12 in qualifying, best lap 90.309s
  • ›BEA: P18 in qualifying, best lap 91.090s
  • ›Gap: 0.781s — 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 0.781s margin at Japanese 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 confidenceAlpine

GAS out-qualified COL by 0.936s — a meaningful intra-Alpine gap

  • ›GAS: P7 in qualifying, best lap 89.691s
  • ›COL: P15 in qualifying, best lap 90.627s
  • ›Gap: 0.936s — 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 0.936s margin at Japanese 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 confidenceRed Bull Racing

HAD out-qualified VER by 0.284s — a meaningful intra-Red Bull Racing gap

  • ›HAD: P8 in qualifying, best lap 89.978s
  • ›VER: P11 in qualifying, best lap 90.262s
  • ›Gap: 0.284s — 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 0.284s margin at Japanese Grand Prix is meaningful and will carry forward into race strategy — Red Bull Racing will likely give HAD strategic priority.

Watch whether VER 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 confidenceMcLaren

PIA out-qualified NOR by 0.277s — a meaningful intra-McLaren gap

  • ›PIA: P3 in qualifying, best lap 89.132s
  • ›NOR: P5 in qualifying, best lap 89.409s
  • ›Gap: 0.277s — 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 0.277s margin at Japanese Grand Prix is meaningful and will carry forward into race strategy — McLaren will likely give PIA strategic priority.

Watch whether NOR 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

ANT: ANT was quickest through the esses_sequence, the biggest sector gain of any driver in the comparison group — over 5.62s ahead of the field median.

ci-perf-insightHigh confidence

ANT: ANT 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
P1ANTP10
P2RUSP20
P3PIAP4-1
P4LECP3+1
P5NORP50
P6HAMP60
P7GASP8-1
P8HADP9-1
P9BOR——
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