The calculated distance (air line) between Oakham and Peterborough is approximately 21 miles respectively 34 kilometers.
By car or train, the actual journey to Peterborough is certainly longer, as only the direct route (as the crow flies) between Oakham and Peterborough has been calculated here.
Air line (approximately)
34 kilometers
19 nautical miles