The calculated distance (air line) between Rugby and Atherstone is approximately 18 miles respectively 30 kilometers.
By car or train, the actual journey to Atherstone is certainly longer, as only the direct route (as the crow flies) between Rugby and Atherstone has been calculated here.
Air line (approximately)
30 kilometers
16 nautical miles