The calculated distance (air line) between Medford and Winchester is approximately 3 miles respectively 5 kilometers.
By car or train, the actual journey to Winchester is certainly longer, as only the direct route (as the crow flies) between Medford and Winchester has been calculated here.
Air line (approximately)
5 kilometers
2 nautical miles