The calculated distance (air line) between Earlsfield and Reading is approximately 34 miles respectively 54 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Earlsfield and Reading has been calculated here.
Air line (approximately)
54 kilometers
29 nautical miles