The calculated distance (air line) between Villarrubia de los Ojos and Madrid is approximately 83 miles respectively 133 kilometers.
By car or train, the actual journey to Madrid is certainly longer, as only the direct route (as the crow flies) between Villarrubia de los Ojos and Madrid has been calculated here.
Air line (approximately)
133 kilometers
72 nautical miles