The calculated distance (air line) between Reading and Princes Risborough is approximately 20 miles respectively 31 kilometers.
By car or train, the actual journey to Princes Risborough is certainly longer, as only the direct route (as the crow flies) between Reading and Princes Risborough has been calculated here.
Air line (approximately)
31 kilometers
17 nautical miles