The calculated distance (air line) between San Agustín del Guadalix and Madrid is approximately 19 miles respectively 30 kilometers.
By car or train, the actual journey to Madrid is certainly longer, as only the direct route (as the crow flies) between San Agustín del Guadalix and Madrid has been calculated here.
Air line (approximately)
30 kilometers
16 nautical miles