3 AI Semiconductor Stocks Retail Investors Are Screening For Data Center Growth
Investors are being pulled in two directions right now. The Fed is lifting rates, inflation is sticky, energy costs are flaring, and at the same time AI infrastructure and semiconductor leaders linked to data centers and advanced chips remain central to the debate. Some could benefit from strong demand for GPUs and accelerators, while others may feel margin pressure. This article profiles 3 stocks that appear positively exposed to these crosscurrents.
The three stocks covered below are just a sample of this theme, and a wider screen has flagged 296 more large semiconductor and AI infrastructure players with stories that are not unpacked in this article.
If you want to identify and analyze potential high conviction ideas across that wider universe, go straight to the AI Infrastructure & Semiconductor Leaders screener.
Marvell Technology (MRVL)
Marvell Technology is one of the clearest pure plays on the AI infrastructure theme, supplying the custom chips and high speed data plumbing that hyperscale data centers need to move and process AI workloads efficiently.
"The optical interconnect business is the more stable growth engine. Management guided interconnect at 50%+ YoY growth in FY2027, which is well above the ASIC segment's 20%+ guide."
The real swing factor for Marvell Technology is how one concentrated pocket of hyperscaler demand ultimately filters through to pricing power and long run margins.
Those margin questions are only the starting point for the full narrative for Marvell Technology, which digs into how Marvell Technology’s AI exposure could evolve as hyperscaler spending patterns shift.
ASM International (ENXTAM:ASM)
ASM International is a pure pick-and-shovel play on the AI chip build out, supplying the deposition tools chipmakers need to manufacture advanced GPUs, high bandwidth memory and logic devices that power data centers.
ASM International generated about €3.4b from semiconductor equipment and services, supplying wafer processing tools to chip manufacturers worldwide. The business has a market value near €39.9b, putting it firmly in the large cap end of the AI equipment supply chain.
For investors tracking how AI data centers are reshaping the semiconductor supply chain, ASM International offers a direct line into the tools that enable each new node, rather than the chips themselves.
"The ramp-up of advanced nodes (2nm and 1.4nm gate-all-around) in logic/foundry, driven by accelerating AI and high-performance computing needs, is structurally expanding ASM International's served available market and increasing deposition intensity, directly supporting above-industry revenue growth and resilient orders."
What happens to that opportunity if a single unseen pressure on AI capex appetite and tool funding intensity starts to bite?
If that pressure point is rising on your radar, read the full narrative for ASM International to see how ASM International’s tool demand could decouple from short term AI spending headlines.
Hua Hong Grace Semiconductor (SEHK:1347)
Hua Hong Grace Semiconductor plugs into the AI Infrastructure & Semiconductor Leaders theme as a specialty foundry supplying chips that support AI hardware, with about US$2.7b from manufacturing and selling semiconductor products and a market value around HK$265.3b.
For investors tracking how AI demand ripples through specialty manufacturing rather than only headline GPUs, Hua Hong Grace Semiconductor offers a way to look at supporting chips and capacity where pricing, utilization and geopolitics all matter.
"Sustained US-China geopolitical tensions and a growing risk of tech nationalism threaten to restrict Hua Hong's access to critical semiconductor equipment and global markets, undermining technology upgrades and limiting the company's ability to expand its product mix."
What investors really need to watch is how quickly one unresolved supply constraint filters through to costs, pricing power and long term profitability.
That supply squeeze is only half the story, and the full narrative for Hua Hong Grace Semiconductor shows how Hua Hong Grace Semiconductor could still turn constrained access into an accelerating competitive position.
Seeking Alternatives Before The Crowd?
Fresh ideas move first. Breakout momentum often flies under the radar for now, and the best entry points get caught quickly, so do not delay and get in early.
- Spot resilient cash generators early by scanning the list of solid balance sheet and fundamentals (23 results) and focus on businesses where robust finances support staying power when conditions change.
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- Hunt for under-followed potential by reviewing the 16 high quality undiscovered gems and zero in on fundamentally strong operators that larger funds may not be watching yet.
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.
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