The first difference in the three is their membership size which is more in national parties,then state and at last district parties.
National parties form government at the centre where as state parties form government in the states ,district parties re meant for the development of a particular district.
National parties are meant for the welfare of the whole nation where as state parties are meant for the welfare of the state.