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Nvidia and 3 AI Infrastructure Stocks Retail Investors Are Watching Now

Simply Wall St·10/18/2026 15:38:22
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Volatile headlines around Meta, Tesla, Netflix and the rest of Big Tech have turned the coming earnings stretch into a real-time stress test for AI heavy business models. Investors are not just watching profits. They are watching who turns AI spending, streaming shifts and changing travel demand into durable cash flows. This article walks through three stocks exposed to these AI and media storylines and how the latest news could shape their appeal.

The stocks highlighted below are only a first pass on the AI heavy platforms theme, and the full screen surfaced 30 more U.S. listed giants with similarly rich AI narratives that do not fit into a short article. To go deeper on this idea, head straight into the U.S. AI‑Intensive Platform Leaders screener to identify, compare, and analyze the highest conviction candidates.

IREN (IREN)

IREN is directly linked to the U.S. AI‑Intensive Platform Leaders theme as a vertically integrated data center and AI cloud operator, turning power, land and silicon into rentable compute capacity for hyperscalers and AI labs while still carrying its legacy Bitcoin mining arm.

"IREN is exploring HPC and AI applications to diversify its revenue streams, particularly during BTC price cycle downturns, with its AI Cloud Services (featuring 816 NVIDIA H100 GPUs) seeing a 21% revenue increase in June 2024 due to higher utilisation and new customers."

What happens to IREN’s margins and cash flows if a single unseen pressure on its AI pricing power or capital costs shifts direction?

If that pricing power question sits at the heart of your thesis, the full narrative for IREN shows how IREN’s AI push, capex needs and Bitcoin exposure are really interacting.

NasdaqGS:IREN Revenue & Expenses Breakdown as at Oct 2026
NasdaqGS:IREN Revenue & Expenses Breakdown as at Oct 2026

Nebius Group (NBIS)

Nebius Group is one of the purest plays on the U.S. AI‑Intensive Platform Leaders theme, supplying the heavy GPU cloud infrastructure that underpins big tech AI spend while layering in smaller bets like TripleTen reskilling and Avride autonomous driving.

Nebius generates most of its income from Nebius AI Cloud with about US$1.3b in revenue, alongside TripleTen at roughly US$53 million and Avride at around US$3 million, and the stock carries a market value near US$45.4b.

For investors watching how hyperscalers turn massive AI budgets into actual compute demand, Nebius Group is where the wiring meets the wallet.

"Intensifying competition, open-source adoption, and regulatory hurdles threaten Nebius Group's profitability, margin stability, and expansion prospects in key markets."

The whole AI cloud story here ultimately hinges on what happens if a single assumption about long term pricing power quietly stops holding.

If that assumption is starting to wobble, the full narrative for Nebius Group highlights where Nebius Group might still be accelerating and where competitive pressure could already be reflected in the valuation.

NasdaqGS:NBIS Revenue & Expenses Breakdown as at Oct 2026
NasdaqGS:NBIS Revenue & Expenses Breakdown as at Oct 2026

Dell Technologies (DELL)

Dell Technologies leans into the U.S. AI‑Intensive Platform Leaders theme as a hardware and solutions heavyweight, with its Infrastructure Solutions Group supplying AI focused servers, storage and networking, and Client Solutions Group bringing in about US$55.6b of PC and device revenue within a roughly US$287.2b company.

Dell Technologies is an AI infrastructure heavyweight in this screener, supplying the servers, storage and PCs that sit behind many of the same cloud, social and streaming platforms investors are watching this earnings season.

"Dell Technologies is experiencing accelerating demand for AI servers and data center solutions as enterprises globally increase investments in AI and machine learning workloads and digital transformation, supported by more than US$130b of AI server orders in the past 12 months, a US$95b AI backlog and a pipeline that is multiples of backlog, which ties directly to future revenue and earnings."

The real test for Dell Technologies comes if a single assumption about how quickly that AI pipeline turns into profitable shipped systems starts to shift.

If that timing question is what you care about, the full narrative for Dell Technologies shows how Dell Technologies’ AI backlog, capital needs and competitive risks could be interacting beneath the headlines.

NYSE:DELL Earnings & Revenue Growth as at Oct 2026
NYSE:DELL Earnings & Revenue Growth as at Oct 2026

Seeking Fresh Alternatives Before They Fly

Breakout stories do not stay quiet for long. Momentum shifts as information gets stale and pricing moves away from ideal entry points. Scan fresh ideas now and get in early.

  • Target reliable cash generators by running your eye over the 8 dividend fortresses before yields drop or payouts reset while the market is still looking elsewhere.
  • Track real-world infrastructure tied to AI workloads through the curated 55 AI infrastructure stocks and spot potential beneficiaries before demand narratives get fully priced into expectations.
  • Ride long term electrification trends by checking the hand picked 17 top copper producer stocks and find producers positioned for future projects while they remain under the radar for now.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.