The calculated distance (air line) between Pasaia and Bayonne is approximately 26 miles respectively 41 kilometers.
By car or train, the actual journey to Bayonne is certainly longer, as only the direct route (as the crow flies) between Pasaia and Bayonne has been calculated here.