From p. 69 of Richard Posner’s Antitrust Law, 2nd Ed. (2001):
There is no sound basis in economic theory for thinking that if there are just a few major sellers in a market, competition will disappear automatically.
It’s an empirical question, not an a priori one. Too many analysts and regulators forget that.