The calculated distance (air line) between Červený Kostelec and Olomouc is approximately 80 miles respectively 128 kilometers.
By car or train, the actual journey to Olomouc is certainly longer, as only the direct route (as the crow flies) between Červený Kostelec and Olomouc has been calculated here.
Air line (approximately)
128 kilometers
69 nautical miles