"citizens with graduate degrees" have almost 0 correlation to H1-B. H1-B only tend to have graduate degrees because they get into USA Masters degree programs (Masters degrees are moneymakers for universities, not competitive positions) on F-1 (student) visas and jump to H-1 B jobs. Those H1-B candidates aren't more competitive than US citizens with bachelors or self-taught.