The calculated distance (air line) between Prestonpans and Edinburgh is approximately 8 miles respectively 13 kilometers.
By car or train, the actual journey to Edinburgh is certainly longer, as only the direct route (as the crow flies) between Prestonpans and Edinburgh has been calculated here.
Air line (approximately)
13 kilometers
7 nautical miles