A stepwise capacitor structure includes at least one stepwise conductive layer. The stepwise capacitor represents a feature of multiple capacitors. When currents flow through the stepwise capacitor, different current paths are presented in between an upper conductor and a bottom conductor of the stepwise capacitor in response to different current frequency; different inductor is induced in each path and decoupled by a stepwise capacitor structure as disclosed herein.