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