The active layers of most OPV devices are constructed from a blend of two organic compounds. The two materials spontaneously segregate into pure component phases during device fabrication, creating a bicontinuous network of conduction pathways that are selective for electron or hole charge carriers. The morphological distribution of these materials within the active layer has long been known to influence charge transport and resulting device performance. In addition to the two purecomponent phases present in these devices, a third, mixed-composition phase exists at the interface between the two pure phases. The exact effects of this mixed-composition phase on OPV device performance are not well understood, although it has been argued that the presence of a mixed phase is necessary for optimal device operation. In this work, we probe the effects of having a mixed-composition, interfacial phase on the performance and charge transport characteristics of organic photovoltaic (OPV) devices through a series of drift-diffusion model simulations. We start with set of model morphologies with only pure component phases and then introduce an interfacial, mixed-phase in a controllable fashion. Our simulations show that a modest amount of mixing initially improves device efficiency by reducing the tortuosity of the device's conduction pathways and easing morphological traps. However, an excessive amount of mixing can actually degrade highconductivity pathways, reducing photovoltaic performance. The point at which mixing switches from being beneficial to instead detrimental to OPV performance differs depending on the average domain size of a device's morphology. Devices with smaller feature sizes are more susceptible to the debilitating effects of overmixing, so that the presence of a mixed-phase may either raise power conversion efficiency by as much as 100% or lower it by as much as 50%, depending on the average domain size and the extent of mixing. This suggests that variations in the amount of mixed-composition phase with different processing conditions is one of the key factors that makes optimizing bulk heterojunction OPV devices difficult.