3D Analysis of Free Practice in Japan: Piastri and McLaren Surprise

Published on March 27, 2026 | Translated from Spanish

The first session at Suzuka left an unexpected leader: Oscar Piastri with McLaren. His best time of 1:30.133 beat the Mercedes, reopening the map of candidates. Meanwhile, Ferrari and Red Bull, with Verstappen far off, showed weaknesses. This session, beyond the lap times, is a perfect database for applying 3D technologies and unraveling the keys to performance, analyzing not only the who, but the how and why of the differences between the single-seaters. 🏁

3D representation of Piastri's McLaren MCL38 taking the Spoon curve at Suzuka, with overlay of telemetry data and aerodynamic flow.

Suzuka Digital Twin: Visualizing the Advantage 🗺️

A precise 3D model of the Suzuka circuit allows for deep spatial analysis. By importing the telemetry, we can overlay the real trajectories of Piastri and Antonelli, for example, over the ideal line. 3D technology would reveal where the McLaren gains time in the S of Esses curves or how it manages the exit from the Spoon curve. We can simulate the aerodynamic flow around the cars in the model, comparing the downforce in sector one to understand Mercedes' strength there. Visualizing the data in the 3D circuit environment transforms numbers into a clear narrative of technical advantages and weaknesses.

Beyond the Stopwatch: Simulation as a Tool ⚙️

These analyses are not limited to past explanations. The real power lies in projection. A digital twin fed with free practice data allows teams to simulate setup changes in real time and predict their impact on subsequent laps or changing conditions. Understanding why Ferrari loses seven tenths in 3D helps prioritize adjustments. The technology turns a practice session into a dynamic laboratory, where every captured data point is an asset for continuous improvement and race strategy.

How did 3D analysis of fluid dynamics and aerodynamic simulation allow McLaren to optimize the MCL38 to surprise in Suzuka's free practice with Piastri at the front?

(P.S.: player tracking is like following your cat around the house: lots of information and little control)