He effectively did start a new company. Their entire series A funding round was $7.5 million in total, of which $6.5 was Elon. So he became the near exclusive owner of a new company with a few like-minded guys of a similar background.
I don't think he had some nefarious plan to kick them out from the get go. Sometimes personalities and ideas just clash, as theirs obviously did.