Not Intel. Not Nvidia. The $2.4 Trillion Chipmaker That Wall Street Calls the Ultimate AI “Picks-and-Shovels” Play | The Motley Fool

Not Intel. Not Nvidia. The .4 Trillion Chipmaker That Wall Street Calls the Ultimate AI “Picks-and-Shovels” Play | The Motley Fool

By Brett Schafer
Publication Date: 2026-10-04 08:00:00

By now, everyone and their mother knows computer chips are the key to the artifical intelligence (AI) boom. No chips, no training of advanced AI, or running them on billions of computers worldwide. This has brought Intel back from the dead and made Nvidia the most valuable company in the world by market cap.

There are plenty of underfollowed gems in the computer chip sector, many of which are not well known to the general public. One is the backbone of the entire advanced computer chip manufacturing, powering AI training. The company’s name is Taiwan Semiconductor Manufacturing (TSM +2.96%), or just TSMC for short.

Here’s why the $2.4 trillion market-cap stock is the ultimate pick-and-shovel play for the AI revolution.

Taiwan Semiconductor Manufacturing

Today’s Change

(2.96%) $13.58

Current Price

$472.78

Nvidia’s supplier and dominant leader in chipmaking

Most of the largest technology companies in the world contract with TSMC for chipmaking. Nvidia does not manufacture its own chips; it instead sends its designs to TSMC, the only company in the world that can produce them at scale. Even Intel has been forced to outsource some of its advanced chipmaking to TSMC….