The calculated distance (air line) between Venta de Baños and Fuencarral-El Pardo is approximately 106 miles respectively 170 kilometers.
By car or train, the actual journey to Fuencarral-El Pardo is certainly longer, as only the direct route (as the crow flies) between Venta de Baños and Fuencarral-El Pardo has been calculated here.
Air line (approximately)
170 kilometers
92 nautical miles