The calculated distance (air line) between Mexico City and Ojo de Agua is approximately 19 miles respectively 31 kilometers.
By car or train, the actual journey to Ojo de Agua is certainly longer, as only the direct route (as the crow flies) between Mexico City and Ojo de Agua has been calculated here.
Air line (approximately)
31 kilometers
17 nautical miles