The calculated distance (air line) between Oakham and East Leake is approximately 22 miles respectively 35 kilometers.
By car or train, the actual journey to East Leake is certainly longer, as only the direct route (as the crow flies) between Oakham and East Leake has been calculated here.
Air line (approximately)
35 kilometers
19 nautical miles