A survey of the dependence of power balance on input power, shape, and plasma current was conducted for neutral beam heated plasmas in NSTX. Measurements of heat to the divertor strike plates and divertor and core radiation were taken over a wide range of plasma conditions.The different conditions were obtained by inducing an L-mode to H-mode transition, changing the divertor configuration [lower single null (LSN) vs. double-null (DND)] and conducting a NBI power scan in H-mode. Up to 70% of the net input power is accounted in the LSN discharges with 20% of power lost as fast ions, 30% incident on the divertor plates, 10% radiated in the core, and 10% radiated in the divertor. In contrast, the power accountability in DND is 85-90%. A comparison of DND and LSN data show that the remaining power in the LSN is likely to be directed to the upper divertor.