The calculated distance (air line) between Móstoles and Valdemoro is approximately 13 miles respectively 22 kilometers.
By car or train, the actual journey to Valdemoro is certainly longer, as only the direct route (as the crow flies) between Móstoles and Valdemoro has been calculated here.