The calculated distance (air line) between Montevideo and Rocha is approximately 109 miles respectively 176 kilometers.
By car or train, the actual journey to Rocha is certainly longer, as only the direct route (as the crow flies) between Montevideo and Rocha has been calculated here.
Air line (approximately)
176 kilometers
95 nautical miles