The calculated distance (air line) between Puente de Vallecas and Valdemoro is approximately 14 miles respectively 23 kilometers.
By car or train, the actual journey to Valdemoro is certainly longer, as only the direct route (as the crow flies) between Puente de Vallecas and Valdemoro has been calculated here.
Air line (approximately)
23 kilometers
12 nautical miles