A system and method for evaluating optimization of a hardware engine are described herein. In an example embodiment, a first operation of a desired application is performed using one or more hardware resources each associated with one or more task graphs of a plurality of task graphs. A first result is recorded from a first simulation based on a first task graph of the plurality of task graphs implemented using a first configuration of a first hardware resource associated with the first task graph. A second result is recorded from a second simulation based on a second task graph of the plurality of task graphs implemented using a second configuration of a second hardware resource associated with the second task graph. An interface is generated based on the first result and the second result for rendering by a display device.