What makes a mechanical keyboard better:
A keypress on a normal keyboards pushes the key through a membrane to connect a circuit. You have to push the key all the way down for it to connect. This makes the key press feel flat with no proper feedback.
With a mechanical keyboard a physical switch is activated. You therefore get better tactile and audible feedback.
A mechanical keyboard also has a longer lifespan than normal membrane-based keyboards.