The calculated distance (air line) between Sotkamo and Kajaani is approximately 22 miles respectively 35 kilometers.
By car or train, the actual journey to Kajaani is certainly longer, as only the direct route (as the crow flies) between Sotkamo and Kajaani has been calculated here.