A docetaxel nano-polymer micelle lyophilized preparation is disclosed including methoxypolyethylene glycol-polylactic acid block copolymer carrier material and docetaxel, the docetaxel being is encapsulated in the carrier material. A mass ratio of the docetaxel to the carrier material is 0.01-0.15. The methoxypolyethylene glycol-polylactic acid block copolymer is formed by ring opening polymerization of D,L-lactide and methoxypolyethylene glycol. A mass ratio of the methoxypolyethylene glycol to the D,L-lactide is 1:0.55-0.65 or 1:0.73-0.89 or 1:0.91-0.99. The mass ratio of the docetaxel to the carrier is further optimized by adjusting a mass ratio of polyester to polyether in the methoxypolyethylene glycol polylactide block copolymer. The encapsulation efficiency of a docetaxel micelle prepared by the block copolymer after being re-dissolved by water can be greater than 90% at 12 hours.