The car was allegedly stolen from outside a property on the White Road estate, Chatham, at 10.25pm on Saturday 22 January 2021.
By 10.50pm officers had tracked the vehicle to Chelmar Road where they arrested a 26-year-old man from Gillingham on suspicion of burglary and theft of a motor vehicle.
He remains in custody.
A second man fled the scene and enquiries to identify and locate him are ongoing.
The vehicle has since been returned to its rightful owner.