The calculated distance (air line) between The Peak and New Territories is approximately 12 miles respectively 19 kilometers.
By car or train, the actual journey to New Territories is certainly longer, as only the direct route (as the crow flies) between The Peak and New Territories has been calculated here.
Air line (approximately)
19 kilometers
10 nautical miles