Super Micro Computer and Nvidia have experienced significant growth, with stock increases of 1,300% and 530% respectively.

Despite high growth, Nvidia is considered the current leader in AI investment opportunities based on its forward P/E ratio, growth, and product positioning.

The Motley Fool Stock Advisor has not listed Nvidia among its top 10 stocks but has a history of strong returns, suggesting potential value in their recommendations.

Intel and AMD are also key semiconductor market players, with both companies expecting revenue and earnings growth in the coming years.

AMD is rated as a 'strong buy' by Wall Street, with projections indicating a potential 30.1% increase in stock value.