The calculated distance (air line) between Randfontein and Brits is approximately 38 miles respectively 62 kilometers.
By car or train, the actual journey to Brits is certainly longer, as only the direct route (as the crow flies) between Randfontein and Brits has been calculated here.
Air line (approximately)
62 kilometers
33 nautical miles