The subhalo mass function describes the distribution of mass of subhalos within a larger halo, representing how many subhalos exist at various mass scales. This function is crucial for understanding the structure and formation of dark matter halos, influencing the properties of galaxies that form within them and shedding light on the hierarchical clustering of dark matter in the universe.