Top 3 AI Stocks to Buy and Hold for Long‑Term Growth

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Key Takeaways

  • Cloud computing provides a usage‑based, recurring revenue model that will benefit from sustained AI workloads, making it a durable investment theme.
  • Amazon Web Services (AWS), Microsoft Azure, and Alphabet’s Google Cloud are the three largest cloud providers and are positioned to capture the bulk of AI‑driven demand.
  • Each company is committing hundreds of billions of dollars to data‑center expansion, which should translate into strong cash‑flow generation over the next decade.
  • Google Cloud’s custom Tensor Processing Units (TPUs) are creating a new, high‑margin income stream by selling AI‑optimized chips to external customers.
  • While the Motley Fool’s Stock Advisor service did not list Amazon among its current “10 best stocks,” the author remains bullish on all three cloud leaders for long‑term hold strategies.

Introduction: Why Cloud Computing Beats Pure‑Play AI Stocks
Finding artificial intelligence (AI) stocks that are strong candidates to buy and hold for the next decade can be tricky, especially when questions arise about how long certain companies can maintain their revenue streams once the data‑center build‑out is complete. However, one segment of the AI sector could enjoy long‑term, persistent revenue streams: cloud computing. As the author notes, “Cloud computing capacity is sold on a usage‑based model, and as AI usage ramps up, so will the revenues for companies that provide it.” Because AI systems generate ongoing workloads from model training and real‑world inference, they create lasting demand for processing power, positioning cloud operators as excellent long‑term investments.


The “Double Down” Signal: A Rare Market Cue
The piece evokes a nostalgic market signal to underscore the current opportunity: “In 2009, a ‘Double Down’ signal flashed for a little‑known chipmaker called Nvidia. For the first time in years, that same ‘Total Conviction’ signal is flashing for a company 1/100th the size of Nvidia.” This allusion suggests that, just as early investors who acted on Nvidia’s signal reaped outsized returns, a comparable inflection point may be emerging for today’s cloud‑centric AI plays. The signal serves as a rhetorical device to encourage readers to consider allocating capital to the sector before broader market recognition drives valuations higher.


Amazon Web Services: Profit Powerhouse Behind the E‑Commerce Giant
Although most people think of Amazon first as an e‑commerce company, the author sees it fundamentally as a cloud computing business. “While the revenues from its e‑commerce business unit far exceed those of Amazon Web Services (AWS), the reverse is true when it comes to profits.” In Q1, AWS accounted for 59% of Amazon’s operating profits, underscoring its outsized contribution to the bottom line. AWS also delivered its best quarter in nearly four years, with revenue rising 28% year‑over‑year. Amazon plans to invest $200 billion in constructing data centers this year, a move its CEO linked directly to AWS growth: “the faster AWS is growing, the more capital the company has to invest in the business to support that growth.” This reinvestment loop is viewed as a major long‑term win for cash‑flow expansion, reinforcing the case for holding Amazon stock over the next decade.


Microsoft Azure: Steady, High‑Growth Cloud Contender
While AWS remains the world’s largest cloud provider, Microsoft Azure holds the second‑largest spot and has consistently delivered solid growth. The latest quarter was no exception: “Its revenue rose an impressive 40% year over year, making it the fastest‑growing Microsoft business unit.” Microsoft is also pouring billions into expanding its data‑center footprint, and there is little expectation that Azure’s growth rate will decelerate soon. The author identifies Azure as one of the top reasons to invest in Microsoft, noting that its continued success will be pivotal to the overall business’s performance and to capturing a share of the AI‑driven cloud market.


Alphabet’s Google Cloud: Rapid Growth Fueled by Custom TPUs
Alphabet’s Google Cloud is the smallest of the three giants but is growing the quickest. In Q1, revenue rose 63% year‑over‑year, a pace bolstered by the company’s Tensor Processing Units (TPUs). These custom AI chips can run workloads at a cheaper rate than GPUs, provided the workloads are configured for TPU use. “A growing volume of workloads fit the specs that these application‑specific integrated circuits (ASICs) were made to handle, which explains why they are becoming increasingly popular.” Moreover, Alphabet is now selling TPUs to external clients, creating a new income stream for Google Cloud. Despite its smaller size, the rapid adoption of TPUs and the continued expansion of core Google Cloud services merit inclusion alongside AWS and Azure as a top AI‑related cloud investment.


Long‑Term Infrastructure Spend and Return on Investment Outlook
All three companies are earmarking hundreds of billions of dollars for data‑center construction, an outlay that the author believes will generate far greater returns than alternative uses of capital. “The infrastructure each is now spending hundreds of billions of dollars to construct will likely yield a far greater return on investment than the money would if used in other areas.” This massive capex is not merely a defensive move; it is a strategic bet that the AI‑driven demand for cloud compute will persist for years, if not decades, after the initial build‑out phase concludes. The resulting scale, coupled with the usage‑based revenue model, should translate into durable cash‑flow growth and shareholder value creation.


Motley Fool Stock Advisor Perspective and a Note on Amazon
The article tempers enthusiasm with a nod to the Motley Fool’s Stock Advisor service, which recently identified its “10 best stocks” for investors to buy now—Amazon was not among them. The piece highlights the service’s track record: “Consider when Netflix made this list on December 17, 2004… if you invested $1,000 at the time of our recommendation, you’d have $439,632! Or when Nvidia made this list on April 15, 2005… if you invested $1,000 at the time of our recommendation, you’d have $1,316,532!” The author uses these examples to illustrate why many investors heed Stock Advisor’s advice, while simultaneously maintaining a personal bullish stance on Amazon, Microsoft, and Alphabet for long‑term holding.


Disclosures and Closing Recommendation
Keithen Drury holds positions in Alphabet, Amazon, and Microsoft, and The Motley Fool maintains positions in and recommends all three stocks, accompanied by its standard disclosure policy. The article concludes by reiterating that the cloud‑computing arms of these tech titans are poised to capitalize on the AI build‑out for years to come, making them solid candidates for a buy‑and‑hold strategy aimed at capturing the next decade of AI‑driven growth.


Stock Advisor returns as of June 4, 2026.

https://finance.yahoo.com/markets/stocks/articles/3-magnificent-artificial-intelligence-ai-213700705.html

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