The calculated distance (air line) between Fujikawaguchiko and Fuji is approximately 22 miles respectively 36 kilometers.
By car or train, the actual journey to Fuji is certainly longer, as only the direct route (as the crow flies) between Fujikawaguchiko and Fuji has been calculated here.
Air line (approximately)
36 kilometers
19 nautical miles