
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
The British endurance driver won the 24 Hours of Le Mans in 2023 in the Ferrari 499P, took the 2025 WEC Hypercar title and, before that, three GTE Pro championships.
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.

All overall winners of the 24 Hours of Le Mans from 1923 to 2026 — with drivers, car and team. Including the years 1936 and 1940–1948 that were not held.

The driver world champions of the FIA World Endurance Championship (top class LMP1/Hypercar) from 2012 to 2025.

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.

Ferrari wins Le Mans 2024 — even though Toyota fields the fastest car. The pace paradox, brutal Hypercar attrition, and the night myth put to the data test.

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.
James Calado and the directly connected manufacturers, series, circuits and drivers. Open in the full graph →