As nouns the difference between iconoclast and eccentric
is that
iconoclast is one who destroys religious images or icons, especially an opponent of the orthodox church in the 8th and 9th centuries, or a puritan during the european reformation while
eccentric is one who does not behave like others.
As an adjective eccentric is
not at or in the centre; away from the centre.