The calculated distance (air line) between Barrancabermeja and Madrid is approximately 164 miles respectively 263 kilometers.
By car or train, the actual journey to Madrid is certainly longer, as only the direct route (as the crow flies) between Barrancabermeja and Madrid has been calculated here.
Air line (approximately)
263 kilometers
142 nautical miles