So, in your example, this is the correct kind for your sentence: "Most companies are private." The plural noun is necessary once the phrase mosthead - the best of one thing; "The pinnacle of your stairs"; "The top with the site"; "The pinnacle in the listing""Comparing with" is uncomfortable English at best; I would not utilize it at all. "Compared