The calculated distance (air line) between Atherstone and Royal Leamington Spa is approximately 20 miles respectively 32 kilometers.
By car or train, the actual journey to Royal Leamington Spa is certainly longer, as only the direct route (as the crow flies) between Atherstone and Royal Leamington Spa has been calculated here.
Air line (approximately)
32 kilometers
17 nautical miles