The calculated distance (air line) between Algete and Colmenar Viejo is approximately 15 miles respectively 24 kilometers.
By car or train, the actual journey to Colmenar Viejo is certainly longer, as only the direct route (as the crow flies) between Algete and Colmenar Viejo has been calculated here.
Air line (approximately)
24 kilometers
13 nautical miles