The calculated distance (air line) between Caloocan and San Pedro is approximately 21 miles respectively 33 kilometers.
By car or train, the actual journey to San Pedro is certainly longer, as only the direct route (as the crow flies) between Caloocan and San Pedro has been calculated here.