You can't honestly believe that. Consider the # of professional software developers in the US alone is much higher than the total population of San Francisco.
If the opposite was true, and more were not willing to go to San Francisco, don't you think most of the larger companies there would have moved elsewhere?
Keep in mind, I said "willing to go," not that they were already there.