The calculated distance (air line) between Caldas da Rainha and Monsanto is approximately 23 miles respectively 37 kilometers.
By car or train, the actual journey to Monsanto is certainly longer, as only the direct route (as the crow flies) between Caldas da Rainha and Monsanto has been calculated here.
Air line (approximately)
37 kilometers
20 nautical miles