Taiwan Semiconductor Owns The Tollbooth and Helps Me Ignore The AI Financing Noise

While AI companies race to borrow billions and bet on the next winning model, one position quietly collects a fee from every chip they need to run. Here is why the financing chaos keeps sending one investor back to the…

Published October 21, 2026, 8:45am ET · 3 min read

© kynny / Getty Images

I keep adding to Taiwan Semiconductor Manufacturing (NYSE:TSM | TSM Price Prediction), and every headline about AI companies borrowing too much sends me back to the buy button. I can’t tell which AI lab or hyperscaler will win, and some of them will overextend. All of them still need the most advanced chips, and those chips come out of Taiwan Semiconductor’s fabs. I own the tollbooth, so I get paid no matter who uses the road.

Why the Tollbooth Gets Paid First

Management said it simply on the third-quarter call: “No matter which approach is taken, it will require use of the most advanced semiconductor process technology.” Advanced nodes at 7nm and below made up 79% of wafer revenue in Q3 2026. The 2nm node already contributes 8%, one quarter after launching at 3%. HPC grew 22% sequentially and now accounts for 68% of revenue. Customers can change AI model vendors quickly. A 2nm accelerator stays tied to the foundry that can build it.

Margins and Cash That Make This My AI Insurance Policy

Q3 revenue reached $46.72 billion at a 66.4% gross margin. EPS came in at $4.60 per ADR, beating the $4.46 consensus. Free cash flow was $14.90 billion after $13.86 billion of capex, and 2025 free cash flow totaled NT$1.00 trillion. That’s why I treat this stock as an insurance policy on the AI boom. If a heavily leveraged buyer slips up, Taiwan Semiconductor already has its money, and management says “the demand is higher than the supply.”

The income keeps rising, too. The quarterly dividend went from NT$6.00 for Q3 2025 to NT$7.00 for Q1 and Q2 2026, and the next payment is due January 7, 2027. Management expects full-year 2026 revenue to grow about 44% in USD terms, with Q4 revenue of $52.30 billion to $54.30 billion.

Why My Money Skips Intel and GlobalFoundries

Intel (NASDAQ:INTC) is the stock readers usually reach for when they want a U.S. foundry. Its GAAP gross margin was 40.4% in Q2 2026, Intel Foundry lost $2.1 billion in the quarter, and the dividend yield is currently at 0. I want to own the foundry that already earns its keep.

GlobalFoundries (NASDAQ:GFS) posted a 28.3% gross margin and 5.81% revenue growth in Q2 2026. EPS of $0.30 missed expectations of $0.32. GlobalFoundries also signed a silicon interposer arrangement to help Taiwan Semiconductor’s customers with backend capacity. When a competitor turns into a supplier, I know which company sets the toll.

Risks I Weigh Every Time I Add Shares

Taiwan itself is the real risk. The European Court of Auditors calls cross-strait tensions “a source of persistent insecurity for the sector.” Capital intensity comes second. The 2026 capital budget runs $60 billion to $64 billion, and overseas fabs will reduce gross margin by about 2% this year, growing to 3-4% later.

My thesis still holds. Arizona’s second fab is set to start volume production in the third quarter of 2027, which moves production beyond Taiwan. On spending, management’s own test is “If we do our job right, the increase in revenue will outpace the increase in CAPEX.” With revenue up about 44% this year, the company is passing that test.

What Keeps My Finger on the Buy Button

A14 risk production is on track for 2027, and volume production starts in 2028. Long-term targets call for revenue growth approaching 25% a year through 2029 and a gross margin of 56%+ through the cycle. Some AI borrowers will stretch, and Taiwan Semiconductor gets paid before any of them find out.

Contact [email protected] for any questions or corrections.

Alex Sirois

Alex Sirois is a financial writer with experience spanning both retail and institutional investing. He has written for InvestorPlace and held roles at BNY Mellon and Bernstein, giving him a perspective that bridges Main Street portfolios and Wall Street analysis.
Alex holds an MBA from George Washington University and has built his career across multiple industries, including e-commerce, education, and translation — a breadth of experience that informs how he breaks down complex financial topics for everyday investors. His writing is conversational, actionable, and grounded in long-term, buy-and-hold investing principles.
At 247 Wall St., Alex focuses on delivering analysis that is both accessible and useful, with a clear emphasis on helping readers make more informed decisions with their money.

All articles →