A contact center is described along with various methods and mechanisms for administering the same. The contact center proposed herein provides the ability to, among other things, simultaneously execute two different work assignment algorithms on the same work flow either in real-time as the work flow is received or in a simulation environment. The differences in the way that each work assignment algorithm handles the same work flow are compared and contrasted to help describe the differences in the work assignment algorithms.