The calculated distance (air line) between Majadahonda and Valdemorillo is approximately 10 miles respectively 17 kilometers.
By car or train, the actual journey to Valdemorillo is certainly longer, as only the direct route (as the crow flies) between Majadahonda and Valdemorillo has been calculated here.
Air line (approximately)
17 kilometers
9 nautical miles