Abstract In this study, we characterize the structure and some topological indices of a class random spider trees (RSTs) such as degree-based Gini index, Hoover generalized Zagreb other associated with these. We obtain exact asymptotic distributions number leaves via probabilistic methods. Moreover, relate model to RSTs that evolves in preferential attachment manner.