The calculated distance (air line) between Čáslav and Olomouc is approximately 86 miles respectively 138 kilometers.
By car or train, the actual journey to Olomouc is certainly longer, as only the direct route (as the crow flies) between Čáslav and Olomouc has been calculated here.