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.