The calculated distance (air line) between Madridejos and Puente de Vallecas is approximately 64 miles respectively 103 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 Madridejos and Puente de Vallecas has been calculated here.
Air line (approximately)
103 kilometers
56 nautical miles