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10 AI Stocks Shaping Wall Street’s Next Big Rally

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According to a new report by Crunchbase Inc., global venture capital funding climbed sharply in the third quarter, increasing 38% year-over-year to $97 billion. This funding marks the fourth consecutive quarter that global venture funding topped $90 billion, a rebound fueled largely by artificial intelligence companies.

The report noted that 46% of global venture funding for the quarter went towards funding AI companies, with 29% invested solely in Anthropic. Anthropic PBC secured a $13 billion round, followed by xAI Inc. with $5.3 billion and Mistral AI Inc. with $2 billion.

Other companies landing billion-dollar deals included Princeton Digital Group Inc., Cerebras Systems Inc., Nscale Inc., Figure AI Inc., Databricks Inc. and PsiQuantum Corp.

All of these deals underscore the robust investor enthusiasm for AI infrastructure and advanced computing, a narrative that has helped push major stock indexes to record highs.

For this article, we selected AI stocks by going through news articles, stock analysis, and press releases. These stocks are also popular among hedge funds. The hedge fund data is as of Q2 2025.

Why are we interested in the stocks that hedge funds pile into? The reason is simple: our research has shown that we can outperform the market by imitating the top stock picks of the best hedge funds. Our quarterly newsletter’s strategy selects 14 small-cap and large-cap stocks every quarter and has returned 373.4% since May 2014, beating its benchmark by 218 percentage points  (see more details here).

10. Penguin Solutions, Inc. (NASDAQ:PENG)

Number of Hedge Fund Holders: 25

Penguin Solutions, Inc. (NASDAQ:PENG) is one of the 10 AI Stocks Shaping Wall Street’s Next Big Rally. On October 6, Stifel analyst Brian Chin raised the firm’s price target on the stock to $31 from $27 and kept a “Buy” rating on the shares. The firm remains constructive on the stock amid favorable conditions in the memory market.

According to the firm, fiscal Q4 results are anticipated to modestly exceed consensus estimates when the company reports earnings on Tuesday. Not only are memory market conditions favorable both in terms of demand and pricing, but tailwinds are also likely to sustain into the calendar year end.

The company’s memory division, representing 32% of trailing twelve-month sales, is experiencing tailwinds. Moreover, its advanced computing division (49% of TTM sales) is projected to post sequential growth in the fourth quarter due to an improving order pipeline.

The firm projects 8% year-over-year revenue growth overall, which it deems potentially conservative considering favorable memory market conditions and invigorating trends across the broader AI cloud and enterprise markets.

Penguin Solutions, Inc. (NASDAQ:PENG) is a leading AI and HPC computing company engaged in the design and development of enterprise solutions worldwide.

9. Advanced Micro Devices, Inc. (NASDAQ:AMD)

Number of Hedge Fund Holders: 113

Advanced Micro Devices, Inc. (NASDAQ:AMD) is one of the 10 AI Stocks Shaping Wall Street’s Next Big Rally. On October 6, Reuters reported that AMD will supply artificial intelligence chips to OpenAI in a multi-year deal.

The deal has the potential to generate tens of billions of dollars in annual revenue and includes a warrant-structure that gives OpenAI the option to acquire an estimated 10% of AMD; contingent on deployment, milestones and share price targets.

“We view this deal as certainly transformative, not just for AMD, but for the dynamics of the industry.”

-AMD executive vice president Forrest Norrod told Reuters on Sunday.

The agreement will allow the deployment of hundreds of thousands of AMD’s AI chips, or graphics processing units (GPUs) over several years beginning in the second half of 2026. This is equivalent to six gigawatts.

According to AMD, OpenAI would build a one-gigawatt facility based on its forthcoming MI450 series of chips starting next year, at which point revenue will begin to be recognized.

OpenAI CEO Sam Altman noted that the AMD deal will help his startup build enough AI infrastructure to meet its needs.

“We are thrilled to partner with OpenAI to deliver AI compute at massive scale,” said Dr. Lisa Su, chair and CEO, AMD. “This partnership brings the best of AMD and OpenAI together to create a true win-win enabling the world’s most ambitious AI buildout and advancing the entire AI ecosystem.”

Advanced Micro Devices, Inc. (NASDAQ:AMD) develops and sells semiconductors, processors, and GPUs for data centers, gaming, AI, and embedded applications.

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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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