The present invention provides a vancomycin derivative, and a preparation method and an application thereof. The vancomycin derivative of the present invention is obtained by introducing a glyceric acid part between a vancomycin derivative and a fat-soluble modification group, and has reduced fat solubility and improved water solubility, thereby reducing a side effect in the cardiovascular aspect.