Not homogenous across all seeds, no, but that’s no surprise. I’ve found most of the seeds sold currently are so recently crossbred that phenos differ significantly, with seeds expressing tendencies of one parent or the other. Thus all the pheno hunting everyone’s doing these days. Only older crosses and land races tend to have the many generations of breeding necessary to be “genetically stable”, as you say, in my experience.