The calculated distance (air line) between Reading and Gillingham is approximately 66 miles respectively 106 kilometers.
By car or train, the actual journey to Gillingham is certainly longer, as only the direct route (as the crow flies) between Reading and Gillingham has been calculated here.
Air line (approximately)
106 kilometers
57 nautical miles