For example, at PCBWay on that page you can select solder mask colour:I just want to know how the soldermask can be changed to coloured one and what will be the cost of PCB with coloured soldermask and silkscreen.

I am not aware of any other advantage, but others may be.Is there any other advantage of using colored pcb or only asthetics.