The calculated distance (air line) between Manzanares and Soacha is approximately 80 miles respectively 128 kilometers.
By car or train, the actual journey to Soacha is certainly longer, as only the direct route (as the crow flies) between Manzanares and Soacha has been calculated here.
Air line (approximately)
128 kilometers
69 nautical miles