Artificial intelligence (AI) is a multi-trillion dollar addressable market that has caught the attention of Wall Street analysts.
Sustainable competitive advantages could launch three widely owned AI stocks to the moon in 2026.
However, investors should be aware that even Wall Street’s most influential businesses face headwinds.
10 stocks we like better than Nvidia ›
About 30 years ago, the advent and proliferation of the internet changed corporate America forever. It opened up sales and marketing channels that did not exist before, as well as kickstarting the retail investor revolution.
For three decades, investors have been waiting for Wall Street’s next “internet” moment — and they’re looking to finally have it with the rise of artificial intelligence (AI). Software and systems that have the tools to make split-second decisions without human supervision are a potential game-changer for most industries around the world. It is also a technology that has a multi-trillion dollar addressable market.
Image source: Getty Images.
This huge opportunity is not lost on Wall Street financial institutions or their analysts. While there’s a laundry list of public companies that could benefit from the rise of AI, select analysts have identified three of the hottest, widely owned AI stocks that could rise as much as 109% in 2026.
When it comes to the face of the AI revolution, Nvidia(NASDAQ: NVDA)optimism is almost universal. As of January 2026, 64 Wall Street analysts have weighed in on Nvidia, with 60 rating it the equivalent of a buy or strong buy.
But perhaps no analyst is more bullish than Mark Lipacis of Evercore ISI, the institutional equities division of Evercorewho set a $352 price target on Nvidia. If accurate, it would imply up to 89% upside in Nvidia stock and raise its market cap to nearly $8.6 trillion.
Lipacis and Evercore ISI are particularly excited about advances in parallel processing, where Nvidia is leveraging its market-leading graphics processing units (GPUs) to run simultaneous tasks/computations through its CUDA software platform. Faster and more efficient chips, along with constant improvements to CUDA, have given businesses enough reason to choose Nvidia’s umbrella of products and services.
CEO Jensen Huang has also done a phenomenal job of ensuring that his company maintains its position on the computing pedestal. Most external competitors are struggling to keep pace with Nvidia’s previous generation GPU capabilities, such as Hopper and Blackwell. Huang has his company on track to debut an advanced GPU every year, with the Vera Rubin chip set to ship in the latter half of this year.
However, even the most influential Wall Street businesses face headwinds. Although Nvidia has a ways to go, it will have to overcome several historical headwinds related to the next technology bubble and its premium valuation, as shown by the price-to-sales ratio that reached 30 in early November.
Image source: Getty Images.
The second ultra-popular AI stock that at least one Wall Street analyst believes will outperform in the new year is the integrated cloud applications and cloud infrastructure services provider An oracle(NYSE: ORCL). Jefferies analyst Brent Thill predicts that Oracle shares will rise to $400, representing a 109% upside from where they ended the January 16 trading session.
To begin with, Thill believes that investors have overreacted to concerns about Oracle’s hyperscaler concentration. While Thill acknowledges that Oracle’s five-year, $300 billion contract to provide cloud infrastructure to OpenAI accounts for a sizable percentage of its remaining performance obligation (RPO), it closed its fiscal second quarter (November 30, 2025) with $523 billion in RPO. In other words, it should substantial future revenue from the contract beyond just OpenAI.
The Jefferies analyst also feels investor worries about Oracle’s debt are overblown. In a research note, Thill highlighted the company’s “modular capex model,” which primarily focuses on installing equipment and software inside enterprise AI data centers rather than actual ownership of the data center (the latter of which can be quite expensive).
Some investors may find that Oracle offers an intriguing value proposition, too. Shares are down 42% since mid-September, with the company’s forward price-to-earnings (P/E) ratio falling to 24. Although that’s roughly in line with the benchmark. S&P 500forward P/E, it is quite attractive given the expectation of accelerating sales growth for Oracle.
However, Oracle’s growth rate implies smooth sailing, which is rarely the case when investing in game-changing technological innovations.
The third hot artificial intelligence stock that one Wall Street analyst expects to strengthen in 2026 is a specialist of customizable rack servers and storage solutions Super Micro Computer(NASDAQ: SMCI)which is also known as “Supermicro.” Northland Securities analyst Nehal Chokshi is looking for Supermicro shares to reach $63, marking a potential upside of 93% this year.
The optimism surrounding Supermicro was, in part, fueled by its ties to Nvidia. Its customizable rack servers incorporate Nvidia’s highly sought-after GPUs, increasing demand for its data center infrastructure. Nvidia’s aggressive innovation cycles enticed businesses to open their wallets, leading to strong back demand for the Super Micro Computer.
To build on this point, a leading chip maker in the world Taiwan Semiconductor Manufacturing is doing its part to accelerate Supermicro’s sales growth. The only thing holding back AI data center infrastructure sales from rising even higher is the physical supply of GPUs. Taiwan Semi has been rapidly expanding its monthly wafer-on-substrate chip capacity, which will lead to more GPUs available and the ability for Supermicro to better meet the demands of its customers.
Similar to Oracle, there is a value case to be made with Supermicro stock after a sizeable decline. Shares are trading at less than 11 times forward-year earnings, with projected fiscal 2026 sales growth of 64%, based on initial revenue guidance of “at least $36 billion” from management. AI stocks with sustained double-digit sales growth and forward P/E ratios of 10.8 do not grow on trees.
The overriding concern with Supermicro is its margins. As GPUs become less scarce, the expectation is that Super Micro Computer margins will decrease over time. But with its ultra-low forward P/E, given its sales growth potential, this modest risk seems worth the potential reward.
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Sean Williams has no position in any of the stocks mentioned. The Motley Fool has positions in and recommends Evercore, Jefferies Financial Group, Nvidia, Oracle, and Taiwan Semiconductor Manufacturing. The Motley Fool has a disclosure policy.
3 of the Hottest Artificial Intelligence (AI) Stocks Could Soar 109% in 2026, According to Select Wall Street Analysts was originally published by The Motley Fool
