Why is military rule better than the civilian rule?

Usually it isn't.

Behind the outward show of efficiency, military systems are too inflexible to operate smoothly, and many highly sinister types can be found hiding behind the raiment of respectability.

Only when a country is descending into violent mob-rule or rotten with corruption do you have to send for the military. It's a pretty desperate cry for help.