The calculated distance (air line) between La Paz and Montevideo is approximately 10 miles respectively 16 kilometers.
By car or train, the actual journey to Montevideo is certainly longer, as only the direct route (as the crow flies) between La Paz and Montevideo has been calculated here.
Air line (approximately)
16 kilometers
9 nautical miles