The calculated distance (air line) between Callao and Santa María is approximately 16 miles respectively 25 kilometers.
By car or train, the actual journey to Santa María is certainly longer, as only the direct route (as the crow flies) between Callao and Santa María has been calculated here.
Air line (approximately)
25 kilometers
14 nautical miles