The calculated distance (air line) between Ngorongoro and Mwanza is approximately 185 miles respectively 298 kilometers.
By car or train, the actual journey to Mwanza is certainly longer, as only the direct route (as the crow flies) between Ngorongoro and Mwanza has been calculated here.
Air line (approximately)
298 kilometers
161 nautical miles