The calculated distance (air line) between Olomouc and Prostějov is approximately 11 miles respectively 17 kilometers.
By car or train, the actual journey to Prostějov is certainly longer, as only the direct route (as the crow flies) between Olomouc and Prostějov has been calculated here.