Beyond some size (some revenue, and/or more than 500 shareholders), even a private company essentially needs to make all the disclosures that a public company does; in which case, you have all the pains of a public company and non of the gains.
Google went public when it did because it was effectively already public.
Google went public when it did because it was effectively already public.