3 AI Infrastructure Stocks Retail Investors Are Researching After Anthropic IPO Buzz

Anthropic’s rush toward what could be a record US$2tn IPO has thrust AI infrastructure and cloud platforms back into the spotlight. Investor attention is shifting to the companies that help power and distribute this type of growth, from GPUs to hyperscale data centers. This article explains how that story links to today’s market and highlights three stocks from our AI infrastructure screener that appear most directly connected to this news.

The three stocks that follow are just a sample pulled from a much wider opportunity set, and the full screen surfaced 59 more large cap AI infrastructure and cloud platform companies with equally compelling narratives that are not covered here. To identify and analyze potential high conviction ideas that fit your own thesis, go straight to the Global AI Infrastructure and Cloud Platform Providers screener.

Samsung Electronics is a global technology group that makes everything from smartphones and TVs to the memory, storage and logic chips that help run cloud platforms and AI data centers, which is why it fits the Global AI Infrastructure and Cloud Platform Providers theme. The largest revenue contributor is Device Solutions at about ₩286.4t, followed by Device Experience at about ₩193.4t, with smaller contributions from SDC and Harman. The company is one of the largest listed tech stocks in the world, with a market cap of roughly ₩1,626.8t.

Investors looking at AI infrastructure may pay attention to Samsung Electronics because it combines scale in data center memory and storage with a large consumer device footprint and a strong balance sheet. The company is investing in products such as HBM, PCIe 6.0 SSDs and on-device AI memory that support the kinds of workloads Anthropic and other model providers use. The main risk is exposure to the semiconductor cycle and swings in hyperscaler capex that can make earnings and the share price volatile. The rest of the story is how that combination of AI hardware exposure, cash strength and valuation is being priced today, and how it relates to different potential paths for AI demand.

Samsung Electronics sits at a crossroads of AI hardware demand and consumer devices, yet the real story may lie in how its cash strength and chip exposure stack up against current expectations. For more detail, review the 4 key rewards and 1 important warning sign

Accton Technology builds the high speed network switches and related hardware that link together modern data centers and cloud platforms, which is why it fits the Global AI Infrastructure and Cloud Platform Providers theme as a supplier to large scale AI clusters. The business is heavily concentrated in computer networks, which generated about NT$310.6b, while demand is global across America, Europe, Asia Pacific and Taiwan. Accton Technology has a market cap of roughly NT$1.18t, putting it firmly in large cap territory.

Accton Technology provides exposure to the “picks and shovels” of AI, with switches and 800G AI or ML fabrics that are needed whenever a new cluster is built for training or inference. Earnings growth has recently been very strong, with Q2 2026 revenue at NT$95,537.69m and net income at NT$11,053.25m. This helps explain the current premium valuation and interest in its P/E of around 33x. The company’s high forecast return on equity and double digit profit margins are notable, although the stock has shown sharp price swings and a higher share of non cash earnings that call for closer scrutiny. Investors who want to understand this AI networking story in more detail may find it useful to look closely at the underlying growth and risk metrics.

Accton Technology’s rapid AI switch growth story and premium P/E may not tell the full story of what happens if demand, margins or sentiment shift. Get the full risk and reward picture in the 3 key rewards and 2 important warning signs (1 is major!)

Super Micro Computer designs and sells high performance servers and storage that power AI training and inference clusters, which is why it fits neatly into the Global AI Infrastructure and Cloud Platform Providers theme. The company generates about US$39.1b from developing and providing high performance server solutions and has a market cap of roughly US$24.9b. That puts it squarely in large cap territory among AI hardware suppliers.

For investors tracking how Anthropic’s planned mega IPO could ripple through AI infrastructure, Super Micro Computer is one of the clearest ways to follow the hardware side of that story. The company is supplying liquid and air cooled racks built around leading GPUs, while also pushing full data center building block solutions that can lift margins if customers keep scaling out AI clusters. The flip side is meaningful dependence on a few large buyers, pricing pressure in more commoditised server lines, and ongoing regulatory and export control scrutiny. If you want exposure to the AI data center build out but also care about how backlog quality, funding choices, and margin swings could shape long term returns, Super Micro Computer is worth a closer look.

Super Micro Computer’s surge into full rack scale AI solutions has investors focused on the headline story, while some of the most interesting clues sit deeper in the 4 key rewards and 2 important warning signs (2 are major!)

Seeking Alternatives Before The Crowd Moves

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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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