Key Takeaways
- Alphabet and Amazon plan to spend roughly $420 billion combined on AI infrastructure by 2026, driving massive demand for specialized hardware.
- Nvidia remains the default choice for AI workloads, but Broadcom is gaining traction through its jointly‑developed Tensor Processing Units (TPUs) with Alphabet.
- Micron and Sandisk are profiting from a tight memory‑chip market; soaring prices—not higher input costs—are boosting their revenues and could sustain growth through at least 2028.
- Analysts note that while Nvidia’s AI hyperscaler spending may top $1 trillion next year, Broadcom’s custom AI semiconductor division could surpass $100 billion in sales.
- The Motley Fool’s Stock Advisor service recently omitted Nvidia from its “10 best stocks” list, highlighting that other opportunities may offer comparable upside despite Nvidia’s historic performance.
Overview of AI‑driven Capital Expenditure
Amazon and Alphabet are two of the biggest spenders in the AI world. Both see huge demand for their cloud‑computing products and are spending as much money as they can get their hands on to meet it. In 2026, Alphabet expects to spend between $195 billion and $205 billion, while Amazon expects to spend around $220 billion. The money is flowing directly to several hardware companies, including Nvidia (NASDAQ: NVDA), Broadcom (NASDAQ: AVGO), Micron (NASDAQ: MU), and Sandisk (NASDAQ: SNDK).
Nvidia’s Dominance in AI Compute
Nvidia is a no‑brainer beneficiary, as its computing units are the AI industry standard. Cloud‑computing clients demand access to Nvidia’s products because they’re universally recognized as best in class. By running workloads on Nvidia hardware, clients could easily switch to another provider if pricing terms become unacceptable. However, there are other options available.
Broadcom’s Alternative TPU Strategy
Broadcom provides some alternatives and has partnered with Alphabet to develop the Tensor Processing Unit, a custom AI chip that is purpose‑built for AI workloads. TPUs provide superior cost‑performance compared to Nvidia’s chips, but the workloads must be set up properly for them to work. This can lock clients into using Alphabet’s cloud‑computing ecosystem, so it may not be for everyone. However, with massive demand for TPUs on Alphabet’s cloud‑computing server, there’s no doubt that some of Alphabet’s $200 billion in spending will go directly to Broadcom. Broadcom and Nvidia are primed to benefit from all of this spending, and 2026 is far from the peak. Nvidia has informed investors that it expects AI hyperscaler spending to top $1 trillion next year. Broadcom expects its custom AI semiconductor division to deliver more than $100 billion in sales, despite having $10.8 billion in the second quarter.
Memory‑Chip Boom: Micron and Sandisk
It’s no secret that memory chip prices have skyrocketed. This specifically caused Amazon to increase its 2026 spending plans from $200 billion to $220 billion, and likely influenced Alphabet to do the same. Micron and Sandisk both produce memory chips and are benefiting in a big way from soaring prices. In Sandisk’s latest quarterly results, it attributed a third of revenue growth to increased output, while two-thirds of its growth came from rising prices. This is all occurring because the memory chip market doesn’t have enough capacity to meet massive demand from the AI hyperscalers. A lack of supply and rising demand result in soaring prices, and that’s exactly what’s going on right now in the memory chip industry. Nothing is changing in terms of input costs for these two; just the end selling price. This is allowing Micron and Sandisk to make a fortune from the market conditions, making them two stocks primed to cash in on the massive amount of spending that Amazon and Alphabet are doing right now. The shortage won’t last forever, but Micron’s management team is certain that it will last into 2028. That means that there is still plenty of room for memory‑chip prices to continue rising, boosting Micron’s and Sandisk’s prospects. While they may not be as stable as Nvidia or Broadcom, they offer greater upside. By combining all four of these stocks into a single basket, investors can benefit from AI hyperscaler spending that could last for several more years.
Motley Fool’s Perspective on Nvidia
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Disclosures and Author Positions
Keithen Drury has positions in Alphabet, Amazon, Broadcom, and Nvidia. The Motley Fool has positions in and recommends Alphabet, Amazon, Broadcom, Micron Technology, and Nvidia. The Motley Fool has a disclosure policy. Alphabet and Amazon Are Investing $420 Billion in Artificial Intelligence (AI) Infrastructure: 4 Hardware Stocks Set to Profit was originally published by The Motley Fool.
Quoted excerpts are taken directly from the source article to preserve the original wording and context.
https://finance.yahoo.com/technology/ai/articles/alphabet-amazon-investing-420-billion-103500198.html