Amazon Just Committed $200 Billion to Capital Expenditures. This Is the AI Stock That Will Benefit Most in 2026.

Perhaps the biggest surprise in Amazon‘s (NASDAQ: AMZN) latest results was the additional $200 billion it plans to spend — mostly on Amazon Web Services (AWS) — this year. That figure blew well past analyst expectations and shows just how much Amazon and companies like it are betting on AI. It’s really no wonder why.…


Amazon Just Committed 0 Billion to Capital Expenditures. This Is the AI Stock That Will Benefit Most in 2026.
Amazon Just Committed 0 Billion to Capital Expenditures. This Is the AI Stock That Will Benefit Most in 2026.

Perhaps the biggest surprise in Amazon‘s (NASDAQ: AMZN) latest results was the additional $200 billion it plans to spend — mostly on Amazon Web Services (AWS) — this year. That figure blew well past analyst expectations and shows just how much Amazon and companies like it are betting on AI.

It’s really no wonder why. AWS was far and away Amazon’s fastest-growing revenue stream as of its latest quarter, with sales up 24% year over year for the 2025 fourth quarter.

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While Amazon does design some of its hardware in-house, even Jeff Bezos’ brainchild doesn’t have all the money and expertise it needs to create its own AI hardware ecosystem. And, like most other companies involved in the AI industry, Amazon needs to work with Nvidia (NASDAQ: NVDA) to bring its goals to fruition.

So, I expect Nvidia will be one of, if not the biggest beneficiary of Amazon’s $200 billion investment.

A rack of GPUs in operation.
Image source: Getty Images.

Nvidia doesn’t need much in the way of an introduction. The company was probably the biggest stock market story in 2025, especially when it broke out above $5 trillion in valuation late last year.

Its graphics processing units (GPUs) are the preferred hardware for all the most advanced AI programs out there. And while Nvidia is facing some competition now, namely from Alphabet‘s (NASDAQ: GOOG) Tensor Processing Units (TPUs), it remains the dominant AI hardware player with about 92% market share.

Amazon and Nvidia have a rather cozy relationship stretching back 15 years, and it seems to be a mutually beneficial one. AWS’ AI infrastructure runs on Nvidia hardware, and the two companies have heavily integrated their technology.

In December of last year, Amazon and Nvidia expanded their partnership with AWS, adding support for Nvidia’s NVLink Fusion AI infrastructure. Amazon also plans for its Trainium4 chip to integrate and play nice with Nvidia’s products.

The partnership expansion includes the integration of Nvidia’s software into AWS’ AI suite, meaning AWS developers will be able to build their own Nvidia-based AI programs and agents.

In short, the two companies are heavily integrated, and with Amazon spending so much on AI, you can bet Nvidia will absorb a good chunk of that cash, though Nvidia was hardly hurting before Amazon’s planned spending surge.

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