The disclosure is directed to techniques for providing a visualization of efficacy ratings for a medical therapy. A graphical representation of weighted efficacy parameter values may be displayed to provide a visualization of efficacy for the patient. The graphical representation may include a boundary extending between the efficacy parameter values on multiple axes. If the representation includes three axes, the shape of the boundary may be substantially triangular. The graphical representation may simultaneously display multiple graphical representations. Each of the multiple multi-axis graphical representations corresponds to efficacy parameter values obtained for different sets of therapy parameters or to efficacy parameter values obtained at different times. The graphical representation may be modified so that the efficacy parameter values correspond to values relating to a time reference specified by a user. Multiple graphical representations for different time references may be displayed simultaneously, permitting the user to compare efficacy over time.