The calculated distance (air line) between Johannesburg and Welkom is approximately 147 miles respectively 236 kilometers.
By car or train, the actual journey to Welkom is certainly longer, as only the direct route (as the crow flies) between Johannesburg and Welkom has been calculated here.
Air line (approximately)
236 kilometers
127 nautical miles