The calculated distance (air line) between Madridejos and Madrid is approximately 66 miles respectively 106 kilometers.
By car or train, the actual journey to Madrid is certainly longer, as only the direct route (as the crow flies) between Madridejos and Madrid has been calculated here.
Air line (approximately)
106 kilometers
57 nautical miles