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3 AI Hardware Stocks With Revenue Growth Up To 34%

Simply Wall St·10/15/2026 05:34:01
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A global AI hardware sell off has knocked many chip related stocks lower after a US semiconductor index erased about US$1.6trn in value in six days. When whole sectors reset that quickly, long term investors often get a rare second look at high quality businesses tied to AI computing. This article examines the opportunity in the broader AI hardware pipeline and highlights three screened US semiconductor supply chain stocks to watch.

The three stocks below are just a sample from the idea. The full semiconductor supply chain screen surfaced 11 more companies with equally compelling narratives that are not covered here. To identify and analyze the highest conviction AI hardware supply chain plays, head straight into the Semiconductor Supply Chain screener.

Broadcom (AVGO)

Overview: Broadcom is a global digital infrastructure supplier, with semiconductor solutions that connect AI data centers, cloud servers, storage systems, and enterprise networks, alongside a sizeable infrastructure software portfolio.

Operations: Broadcom generates about US$59.4b from Semiconductor Solutions and roughly US$29.7b from Infrastructure Software, underscoring a hardware led but diversified revenue mix.

Market Cap: Market Cap: US$1.71t

Broadcom matters for this AI hardware screen because its Semiconductor Solutions segment provides the connective chips that let large GPU clusters actually talk to each other at scale.

"Broadcom is generating substantial free cash flow, expanding its custom silicon business, strengthening its position in networking, and integrating software assets that further diversify earnings."

What could really shift the story is how one concentrated pocket of AI related demand affects pricing power and long term margin strength.

That pricing question is exactly what the full narrative for Broadcom unpacks, along with how Broadcom’s AI cash flows could evolve if demand accelerates or briefly stalls.

NasdaqGS:AVGO P/E Ratio as at Oct 2026
NasdaqGS:AVGO P/E Ratio as at Oct 2026

ACM Research (ACMR)

Overview: ACM Research supplies wafer fabrication and advanced packaging equipment such as wet cleaning, plating, PECVD and track tools to AI focused chip manufacturers.

Operations: ACM Research generates about US$1.04b from Semiconductor Equipment and Services, with virtually all revenue currently reported from Mainland China.

Market Cap: US$4.52b

ACM Research matters in this AI hardware screen because its tools help foundries and packaging plants build and finish high bandwidth chips that power modern AI workloads.

"Advanced AI and high bandwidth memory demand is driving larger die sizes and more complex 2.5D and 3D integration. ACM Research is already booking production and evaluation orders for panel-level electroplating and reporting triple digit advanced packaging revenue growth."

The key variable is how pressure inside that expanding tool mix ultimately shapes ACM Research’s pricing power and margin profile.

That margin story is only just taking shape, and the full narrative for ACM Research explains how ACM Research could turn this tool mix into more durable earnings power.

NasdaqGM:ACMR Revenue & Expenses Breakdown as at Oct 2026
NasdaqGM:ACMR Revenue & Expenses Breakdown as at Oct 2026

Penguin Solutions (PENG)

Overview: Penguin Solutions supplies AI focused servers, memory modules, and storage hardware that support data center and OEM semiconductor based computing systems.

Operations: Penguin Solutions generates about US$924 million from Integrated Memory, US$559 million from Advanced Computing, and US$249 million from Optimized LED.

Market Cap: US$4.01b

Penguin Solutions matters in this Semiconductor Supply Chain screen because its SMART Modular memory and OriginAI GPU infrastructure give AI chips the high capacity storage and fast access they need to be useful inside real data centers.

"Accelerating adoption of AI and high-performance computing across major enterprise verticals (financial services, energy, biotech, federal, and neo-cloud providers) is driving robust demand for turnkey compute infrastructure, as evidenced by rising customer bookings and a diversified pipeline; this is likely to support sustained growth in revenue."

What investors will be watching closely is how one emerging pressure on profitability shapes the payoff from that AI driven demand surge.

If that profitability pressure is what you care about, the full narrative for Penguin Solutions explains how Penguin Solutions could potentially turn today’s demand into durable earnings strength.

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

Seeking Alternatives Before The Crowd

Fresh breakouts, changing valuations, and under the radar momentum may not remain mispriced indefinitely. Review these curated stock ideas promptly and consider whether they fit your strategy.

  • Identify early movers among smaller AI players by running the curated 38 AI small caps while it may still receive relatively limited attention.
  • Explore payout-focused opportunities by checking the hand picked 7 dividend fortresses before potential yield changes alter the current landscape.
  • Evaluate long term infrastructure themes by scanning the curated 43 power grid technology and infrastructure stocks while these assets are still being compared with traditional utilities.

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.