The calculated distance (air line) between Randburg and Randfontein is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Randfontein is certainly longer, as only the direct route (as the crow flies) between Randburg and Randfontein has been calculated here.
Air line (approximately)
32 kilometers
17 nautical miles