The calculated distance (air line) between Market Harborough and Reading is approximately 71 miles respectively 114 kilometers.
By car or train, the actual journey to Reading is certainly longer, as only the direct route (as the crow flies) between Market Harborough and Reading has been calculated here.
Air line (approximately)
114 kilometers
61 nautical miles