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Tom Lee’s Prediction About NVIDIA (NVDA) Was Right

We recently published 10 Stocks Moving on Buzzing News as Analyst Issues Strong Warning About AI Valuations. NVIDIA Corp (NASDAQ:NVDA) is one of the stocks moving on buzzing news.

On July 10, Tom Lee from Fundstrat said in a program on CNBC that he sees more multiple expansion potential for NVIDIA Corp (NASDAQ:NVDA) because of the company’s importance in the AI ecosystem.

“NVIDIA Corp (NASDAQ:NVDA) being the most valuable company in the S&P makes a lot of sense. I mean, that’s scarce. How many NVIDIA Corp (NASDAQ:NVDA) are there in the world, right? There are 50,000 stocks, and there’s one NVIDIA Corp (NASDAQ:NVDA). It is scarcer than a Da Vinci. So I do think the multiple at around 30 times is actually not that extended, given how important they are to the AI ecosystem. I think there’s earnings visibility and then there’s multiple expansion potential.”

NVDA was trading at around $164 as of July 10, and has risen to $207 as of October 30.

Investors are hoping for CapEx boosts from top tech companies this earnings season. On Wednesday, Alphabet raised its CapEX expectations and beat quarterly estimates.

Why is CapEx so important for these companies?

The current AI boom cycle stems from spending by major tech companies, and Nvidia is the biggest beneficiary of this spending. In Q2 FY2026, three direct customers accounted for 23%, 19%, and 14% of NVDA’s accounts receivable. Almost all of the company’s revenue comes from AI-related infrastructure spending. In the latest quarter, $41.3 billion of the $46.7 billion revenue came from these clients. The music could stop for Nvidia if these major companies decide to slow down their spending amid a lack of ROI. If investors sense a weakness in CapEx spending, and the market begins to waver, NVDA stock price would be the first to see its impact.

Polen Focus Growth Strategy stated the following regarding NVIDIA Corporation (NASDAQ:NVDA) in its third quarter 2025 investor letter:

“In early August we initiated positions in both NVIDIA Corporation (NASDAQ:NVDA) and Broadcom, after having not owned either company over the past 2½ years following the initial wave of enthusiasm around Gen AI. While we have long admired both companies, their highly cyclical business models have made it extremely difficult to forecast future earnings growth with any degree of conviction. Given our approach of seeking durable and persistent earnings growth that compounds over long holding periods, our concern in holding either was that we would be forced to endure a punishing downcycle within our typical holding period – there is very little room that in a concentrated portfolio of 20-30 companies. In fact, pre ChatGPT, NVIDIA had two punishing down cycles over the preceding five years.

That is specifically what has occurred for NVIDIA and Broadcom. While the sheer magnitude of demand for AI chips, servers and networking equipment was something that we clearly underappreciated, new incremental data points over the past few months lead us to conclude the current boom in AI chips and related hardware will likely continue for the foreseeable future giving us greater conviction over the trajectory of future earnings for both NVIDIA and Broadcom.

NVIDIA produces the fastest chips that are able to process compute intensive tasks like Gen AI training models extremely efficiently, are very flexible so can be used for any type of workload, and as a result are the chips in highest demand as the hyperscalers build out their Gen AI infrastructure (NVIDIA currently receiving 90c of every dollar spent on AI accelerated semiconductors). Their business has a very strong competitive moat, which is partly about the speed of their chips, but also the entire ecosystem they have built around them (programing language, training models and associated network effects)…” (Click here to read the full text)

While we acknowledge the risk and potential of NVDA as an investment, our conviction lies in the belief that some AI stocks hold greater promise for delivering higher returns and doing so within a shorter time frame. If you are looking for an AI stock that is more promising than NVDA and that has 10,000% upside potential, check out our report about this cheapest AI stock.

READ NEXT: 30 Stocks That Should Double in 3 Years and 11 Hidden AI Stocks to Buy Right Now.

Disclosure: None. This article is originally published at Insider Monkey.

The $250 Trillion AI Hype is Real. A few years from now, you’ll probably wish you’d bought this stock.

When Jeff Bezos said that one breakthrough technology would shape Amazon’s destiny, even Wall Street’s biggest analysts were caught off guard.

Fast forward a year and Amazon’s new CEO Andy Jassy described generative AI as a “once-in-a-lifetime” technology that is already being used across Amazon to reinvent customer experiences.

At the 8th Future Investment Initiative conference, Elon Musk predicted that by 2040 there would be at least 10 billion humanoid robots, with each priced between $20,000 and $25,000.

Do the math. According to Musk, this technology could be worth $250 trillion by 2040.

Put another way, that’s roughly equal to:

  • 175 Teslas
  • 107 Amazons
  • 140 Metas
  • 84 Googles
  • 65 Microsofts
  • And 55 Nvidias

And here’s the wild part — this $250 trillion wave isn’t tied to one company, but to an entire ecosystem of AI innovators set to reshape the global economy.

It’s a leap so massive, it could reshape how businesses, governments, and consumers operate worldwide.

Even if that $250 trillion figure sounds ambitious, major firms like PwC and McKinsey still see AI unlocking multi-trillion-dollar potential.

How could anything be worth that much?

The answer lies in a breakthrough so powerful it’s redefining how humanity works, learns, and creates.

And this breakthrough has already set off a frenzy among hedge funds and Wall Street’s top investors.

What most investors don’t realize is that one under-owned company holds the key to this $250 trillion revolution.

In fact, Verge argues this company’s supercheap AI technology should concern rivals.

Before I reveal the details, let’s talk about how some of the richest people on the planet are positioning themselves.

  • Bill Gates sees artificial intelligence as the “biggest technological advance in my lifetime,” more transformative than the internet or personal computer, capable of improving healthcare, education, and addressing climate change.
  • Larry Ellison — through Oracle, is spending billions on Nvidia chips and partnering with Cohere to embed generative AI across Oracle’s cloud and apps.
  • Warren Buffett — not known for tech hype — says this breakthrough could have a ‘hugely beneficial social impact.

When billionaires from Silicon Valley to Wall Street line up behind the same idea — you know it’s worth paying attention to.

Even as we admire what Tesla, Nvidia, Alphabet, and Microsoft have built, we believe an even greater opportunity lies elsewhere…

But the real story isn’t Nvidia — it’s a much smaller company quietly improving the critical technology that makes this entire revolution possible.

And judging by what I’m hearing from both Silicon Valley insiders and Wall Street veterans…

This prediction might not be bold at all:

A few years from now, you’ll wish you’d owned this stock.

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