The calculated distance (air line) between South Croydon and Caterham is approximately 6 miles respectively 9 kilometers.
By car or train, the actual journey to Caterham is certainly longer, as only the direct route (as the crow flies) between South Croydon and Caterham has been calculated here.
Air line (approximately)
9 kilometers
5 nautical miles