The calculated distance (air line) between Brunete and Villaverde is approximately 16 miles respectively 26 kilometers.
By car or train, the actual journey to Villaverde is certainly longer, as only the direct route (as the crow flies) between Brunete and Villaverde has been calculated here.
Air line (approximately)
26 kilometers
14 nautical miles