The calculated distance (air line) between Brunete and El Escorial is approximately 14 miles respectively 23 kilometers.
By car or train, the actual journey to El Escorial is certainly longer, as only the direct route (as the crow flies) between Brunete and El Escorial has been calculated here.
Air line (approximately)
23 kilometers
12 nautical miles