
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
Spanish endurance driver and Aston Martin works driver (Heart of Racing): racing in WEC and IMSA at Le Mans, Daytona and Sebring, in the Valkyrie Hypercar since 2025.
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.
Alex Riberas and the directly connected manufacturers, series, circuits and drivers. Open in the full graph →