Nvidia (NVDA) is the leading high-performance computing semiconductor stock in the market, and that's well-known. Also the most valuable company in the world, Nvidia has become integral to the U.S.-led AI growth story and is a stock that's poised to continue providing outsized returns for investors over the long haul.