The calculated distance (air line) between Atoka and Horn Lake is approximately 37 miles respectively 59 kilometers.
By car or train, the actual journey to Horn Lake is certainly longer, as only the direct route (as the crow flies) between Atoka and Horn Lake has been calculated here.