The calculated distance (air line) between Las Pedroñeras and Madrid is approximately 86 miles respectively 139 kilometers.
By car or train, the actual journey to Madrid is certainly longer, as only the direct route (as the crow flies) between Las Pedroñeras and Madrid has been calculated here.
Air line (approximately)
139 kilometers
75 nautical miles