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