The calculated distance (air line) between Johannesburg and Randburg is approximately 8 miles respectively 13 kilometers.
By car or train, the actual journey to Randburg is certainly longer, as only the direct route (as the crow flies) between Johannesburg and Randburg has been calculated here.
Air line (approximately)
13 kilometers
7 nautical miles