The calculated distance (air line) between Morata de Tajuña and Puente de Vallecas is approximately 17 miles respectively 27 kilometers.
By car or train, the actual journey to Puente de Vallecas is certainly longer, as only the direct route (as the crow flies) between Morata de Tajuña and Puente de Vallecas has been calculated here.
Air line (approximately)
27 kilometers
15 nautical miles