The calculated distance (air line) between Victoria and Caloocan City is approximately 38 miles respectively 61 kilometers.
By car or train, the actual journey to Caloocan City is certainly longer, as only the direct route (as the crow flies) between Victoria and Caloocan City has been calculated here.
Air line (approximately)
61 kilometers
33 nautical miles