The calculated distance (air line) between Atherstone and Coalville is approximately 13 miles respectively 20 kilometers.
By car or train, the actual journey to Coalville is certainly longer, as only the direct route (as the crow flies) between Atherstone and Coalville has been calculated here.
Air line (approximately)
20 kilometers
11 nautical miles