Provided in the present invention is a cabazitaxel fat emulsion injection wherein the cabazitaxel fat emulsion injection contains cabazitaxel a medium chain triglyceride for injection and lecithin. Also provided in the present invention are the method for preparing the cabazitaxel fat emulsion injection and the use thereof in preparing a drug for treating prostate cancer.