
24h Le Mans 2026 — AI Data Analysis
Toyota wins Le Mans 2026 — and for the first time in years is also the fastest car. Manufacturer pace, reliability and the closing phase, analyzed hour by hour.
Drivers
Filipe Albuquerque, Portuguese endurance specialist, won the 24h of Daytona in 2018 and 2021 as well as the LMP2 class at Le Mans in 2020 and is active in WEC and IMSA.
Connections

Toyota wins Le Mans 2026 — and for the first time in years is also the fastest car. Manufacturer pace, reliability and the closing phase, analyzed hour by hour.

Porsche Penske wins the Rolex 24 for the third straight year — in the series' closest finish yet. Pace, reliability, and race dynamics under the data microscope.

Ferrari defends Le Mans 2025 with the #83 AF Corse — and is also the fastest manufacturer. Pace, reliability and an eventful closing phase in the data check.

Porsche Penske defends the Rolex 24 in 2025 — in the most chaotic finish of the series and with the tightest class spread of all six analyzed races.

Porsche wins the Rolex 24 in 2024 with the #7 Penske — zero retirements in the GTP class and a photo finish. Pace, reliability and race dynamics under the data lens.
Filipe Albuquerque and the directly connected manufacturers, series, circuits and drivers. Open in the full graph →