In this paper a behavioral power amplifier model that incorporates the average input power level is proposed. The result is a model that can accurately predict the output signal of the amplifier for all input power levels. The model is validated using measurements on a radio base station power amplifier and it is found that it does indeed has improved generalization capabilities with regard to input power level compared to previous models.