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