The calculated distance (air line) between Randfontein and Rustenburg is approximately 46 miles respectively 74 kilometers.
By car or train, the actual journey to Rustenburg is certainly longer, as only the direct route (as the crow flies) between Randfontein and Rustenburg has been calculated here.
Air line (approximately)
74 kilometers
40 nautical miles