The invention discloses a simple, green, and environment-friendly synthesis method of a CsPbX3 perovskite quantum dot, wherein the X can be Cl, Br, or I. The synthesis method is characterized in that cesium ions, lead ions, and bromine ions are dissolved in a solvent, a proper amount of carboxylic acids and amines is added and taken as the stabilizing agent; a low pressure distillation method is adopted to separate the solvent from the cesium ions, lead ions, and bromine ions; cesium ions, lead ions, and bromine ions are precipitated out due to the evaporation of the solvent, and CsPbX3 perovskite quantum dots are formed. The synthesis method has the advantages that the solvent can be repeatedly used through a low pressure distillation technology, the cost is saved, the method is green and environment-friendly, the reaction temperature is low, the operation is simple, and the synthesis method is suitable for large scale massive production.