The calculated distance (air line) between Johannesburg and Springs is approximately 22 miles respectively 36 kilometers.
By car or train, the actual journey to Springs is certainly longer, as only the direct route (as the crow flies) between Johannesburg and Springs has been calculated here.
Air line (approximately)
36 kilometers
19 nautical miles