Fancy is if something is expensive or extravagant and is used primarily as an adjective; the fancy car. Fantasy is if something is unreal or unbelievable or unattainable and is used primarily as a noun; his goal was a fantasy.

fancy 描述一个东西 ”华丽” 之类的； fantasy 是人的想象的 ”意淫” 之类的。