The invention relates to solid state forms of Cabazitaxel, and processes for preparation, via novel synthetic intermediates, thereof, and formulations comprising one or more of the solid state forms of Cabazitaxel. The present invention further provides pharmaceutical compositions comprising one or more of the solid state forms of Cabazitaxel, and a method of treating hormone-refractory prostate cancer.