The theory that species persist unchanged for long periods and then undergo rapid evolutionary change is known as

The answer is punctuated equilibrium. This is a theory in evolutionary biology that says the evolution of different species proceeds in a characteristic way of relative stability for very long periods interspersed with shorter periods. During this period new species emerge as others become extinct. 

It is evolution, because we all have some of the same traits like eye color or shape or ears.