The calculated distance (air line) between Alcobendas and Las Matas is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Las Matas is certainly longer, as only the direct route (as the crow flies) between Alcobendas and Las Matas has been calculated here.
Air line (approximately)
21 kilometers
11 nautical miles