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