The calculated distance (air line) between Preston and Peterborough is approximately 131 miles respectively 210 kilometers.
By car or train, the actual journey to Peterborough is certainly longer, as only the direct route (as the crow flies) between Preston and Peterborough has been calculated here.
Air line (approximately)
210 kilometers
114 nautical miles