The calculated distance (air line) between Gillingham and Reading is approximately 63 miles respectively 102 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Gillingham and Reading has been calculated here.
Air line (approximately)
102 kilometers
55 nautical miles