The calculated distance (air line) between Newcastle upon Tyne and Durham is approximately 14 miles respectively 22 kilometers.
By car or train, the actual journey to Durham is certainly longer, as only the direct route (as the crow flies) between Newcastle upon Tyne and Durham has been calculated here.
Air line (approximately)
22 kilometers
12 nautical miles