PaddockIQ

Overview

2026 Round 4 | Miami Grand Prix

Historical basis: last 4 races at this round/circuit slot

Circuit Profile

Unique numbered corners

From fastest qualifying lap telemetry

1:27.798 (ANT - Qualifying)

Best available lap from current weekend sessions

1:26.204 (VER - 2025)

Last 5 races at this slot

1.1

Per driver, historical average

75.0%

SC: 50.0% | VSC: 75.0%

-20.97 s

Historical pit-lap loss reduction proxy

-5.58 s

Historical pit-lap loss reduction proxy

22.53 s

Pit-in to pit-out average over same-GP history

HAD

3.0 pos vs team avg (1 races)

Key Overtake Zones: Primary overtakes typically occur at the longest DRS-assisted braking zone. Secondary passing chances come from traction-sensitive exits leading into medium-length straights. Lap-one and restart phases usually create the highest transient overtake probability.
Ideal Driver Characteristics: High confidence under braking and consistency in tyre-limited phases. Strong corner-exit management to convert pace into defendable straight-line performance. Low-variance lap execution to preserve strategy flexibility.
Ideal Car Characteristics: Balanced aero efficiency: enough top speed for attack with stable platform in direction changes. Good traction and tyre thermal control over medium and long stints. Predictable balance under fuel and compound transitions.
Track Evolution: Grip generally builds through the weekend, increasing the value of late-session runs. Session-to-session temperature shifts can reorder competitive balance more than headline averages suggest. Race stint behavior should be weighted more heavily than isolated qualifying peaks for strategy calls.
Race Control Context: SC 50.0% and VSC 75.0%; average pit-lane time is 22.53s.

Previous Winners

Predictions

Uses weekend pace + current-season prior rounds (driver/team) + same-circuit boost

Uses weekend pace + qualifying + current-season prior rounds (driver/team) + same-circuit boost