The calculated distance (air line) between Chamartín and Villaverde is approximately 8 miles respectively 13 kilometers.
By car or train, the actual journey to Villaverde is certainly longer, as only the direct route (as the crow flies) between Chamartín and Villaverde has been calculated here.
Air line (approximately)
13 kilometers
7 nautical miles