2020 – Robin was unable to travel to the US due to the COVID-19 pandemic.
2019 and 2021 – Pikes Peak International Hill Climb overall winner, King of the Mountain and Unlimited class winner.
2018 – Pikes Peak International Hill Climb – Unlimited class with factory backing from Honda Racing HPD, Pirelli and Motec. Self-built car with newly founded TSC team, top 3 contender, but had to run a weather-shortened course.
2017 – Pikes Peak International Hill Climb – Faraday Future FF91 – He finished in 11:25.082 – good enough for second place in the Exhibition division.
Shute is hoping to beat the Rear-Wheel Drive record set in 2018: