The calculated distance (air line) between Desborough and Olney is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to Olney is certainly longer, as only the direct route (as the crow flies) between Desborough and Olney has been calculated here.
Air line (approximately)
33 kilometers
18 nautical miles