The calculated distance (air line) between Bermeo and Bilbao is approximately 15 miles respectively 24 kilometers.
By car or train, the actual journey to Bilbao is certainly longer, as only the direct route (as the crow flies) between Bermeo and Bilbao has been calculated here.