The calculated distance (air line) between Puente de Vallecas and Chamartín is approximately 5 miles respectively 8 kilometers.
By car or train, the actual journey to Chamartín is certainly longer, as only the direct route (as the crow flies) between Puente de Vallecas and Chamartín has been calculated here.
Air line (approximately)
8 kilometers
4 nautical miles