This paper presents the influence of metal sheet near the coils of inductively coupled wireless power delivery system. Experiments and electro-magnetic field simulation shows the influence of various kind of metal sheets and sheet positions on the power efficiency and peak frequency shift. The tradeoff between the power efficiency and shielding ability is also discussed.