The calculated distance (air line) between Olive Branch and Memphis is approximately 18 miles respectively 29 kilometers.
By car or train, the actual journey to Memphis is certainly longer, as only the direct route (as the crow flies) between Olive Branch and Memphis has been calculated here.
Air line (approximately)
29 kilometers
16 nautical miles