In this paper, we prove a family of sharp Caffarelli-Kohn-Nirenberg inequalities on stratified Lie groups. Our result sharpens the inequalities obtained recently by Ruzhansky, Suragan and Yessirkegenov [22], and extend the classical Caffarelli-Kohn-Nirenberg inequalities to a new class of exponents (negative or smaller than 1) which we believe to be new in literature. Finally, we generalize our result to the more general setting of homogeneous groups with any homogeneous quasi-norm.