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