The calculated distance (air line) between Tolosa and Zumarraga is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Zumarraga is certainly longer, as only the direct route (as the crow flies) between Tolosa and Zumarraga has been calculated here.