The calculated distance (air line) between Progreso and Montevideo is approximately 16 miles respectively 26 kilometers.
By car or train, the actual journey to Montevideo is certainly longer, as only the direct route (as the crow flies) between Progreso and Montevideo has been calculated here.
Air line (approximately)
26 kilometers
14 nautical miles