The calculated distance (air line) between Bilbao and Elorrio is approximately 21 miles respectively 35 kilometers.
By car or train, the actual journey to Elorrio is certainly longer, as only the direct route (as the crow flies) between Bilbao and Elorrio has been calculated here.