The present disclosure provides derivatives of abiraterone, non-covalently bound complexes of the abiraterone derivatives with serum albumin, pharmaceutical compositions of the same, and methods of use thereof. The non-covalently bound complexes are significantly more water-soluble than abiraterone and are useful for the treatment of a disease or condition that can benefit from CYP17 inhibition, such as prostate cancer.