The calculated distance (air line) between Chamartín and Tres Cantos is approximately 10 miles respectively 16 kilometers.
By car or train, the actual journey to Tres Cantos is certainly longer, as only the direct route (as the crow flies) between Chamartín and Tres Cantos has been calculated here.
Air line (approximately)
16 kilometers
8 nautical miles