The calculated distance (air line) between Barletta and Canosa di Puglia is approximately 13 miles respectively 21 kilometers.
By car or train, the actual journey to Canosa di Puglia is certainly longer, as only the direct route (as the crow flies) between Barletta and Canosa di Puglia has been calculated here.
Air line (approximately)
21 kilometers
11 nautical miles