As an example, UCB physics majors graduate with BA degrees. https://career.berkeley.edu/start-exploring/where-do-cal-grads-go/ (best viewed on a computer, not mobile device; select the “Grad/Professional School” tab and Physics major) shows that going on to PhD study in physics or related (e.g. applied physics, astronomy) is common among those going to graduate school, and the common graduate schools tend to be well known ones.