As far as I know it depends on the church. Here in a church nearby our home, it costs around 1,500 in addition to the payment per godparent. I guess other churches have the same rate, except for some that do not accept private baptismal ceremonies.
Price in Sanctuario de San Antonio for a private baptism is Php 4,000. Plus you have to buy candles and booklets for a minimal cost.