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Marvell Technology And 2 AI Infrastructure Stocks To Watch

Simply Wall St·10/31/2026 02:35:09
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Massive crypto hacks like the recent $6.3b theft from Binance highlight a simple truth. Digital activity keeps exploding, and the real winner often sits in the physical backbone that keeps it all running. Power hungry chips, secure data centers, and industrial scale cooling are where cash flow is built. This article walks through three stocks tied to that AI foundation from our infrastructure focused screener.

The stocks covered below are only a starter pack for this theme, and the full screen on Simply Wall St has surfaced 51 more AI infrastructure companies with equally compelling stories that are not included in this article. To really identify and analyze the highest conviction infrastructure plays tied to real AI cash generation, go straight to the AI Infrastructure Stocks screener.

Marvell Technology (MRVL)

Overview: Marvell Technology designs and sells high speed networking, optical interconnect, and storage chips that move data inside large data centers powering AI workloads.

Operations: Marvell generates about US$9.5b from integrated circuit design and sales, with key markets including China, Taiwan, the United States, and other international regions.

Market Cap: US$191.5b

For the AI infrastructure theme, Marvell Technology matters because its networking and optical chips act as the physical wiring that lets giant AI clusters function as a single machine.

"NVIDIA's $2B investment is not a component deal, it is an ecosystem architecture deal. NVIDIA is financially aligned with Marvell's success."

What really moves the needle for Marvell now is how one concentrated source of AI data center demand ultimately balances against that new ecosystem backing.

That balance between concentrated demand and new backing is exactly what the full narrative for Marvell Technology unpacks, revealing where Marvell Technology could be accelerating or stalling next.

NasdaqGS:MRVL 1-Year Stock Price Chart
NasdaqGS:MRVL 1-Year Stock Price Chart

Broadcom (AVGO)

Overview: Broadcom builds the networking chips, custom silicon, and infrastructure software that help large data centers run AI workloads at scale.

Operations: Broadcom generates about US$59.4b from Semiconductor Solutions and US$29.7b from Infrastructure Software. This reflects a heavily hardware-weighted revenue mix.

Market Cap: US$1.6t

Broadcom matters for this AI Infrastructure Stocks theme because its Ethernet switches, NICs, PCIe switches, and storage controllers are the plumbing that lets AI clusters talk to each other and to the wider cloud.

"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 happens to that cash engine if one concentrated set of hyperscaler financing deals starts to reshape pricing power and long term margins?

That pricing power question is exactly what the full narrative for Broadcom tackles. It shows where Broadcom's cash engine could be accelerating, decoupling, or quietly stalling.

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

Advanced Micro Devices (AMD)

Overview: Advanced Micro Devices develops data center chips and accelerators that power AI workloads, alongside processors and graphics for PCs, gaming and embedded systems.

Operations: Advanced Micro Devices generates about US$22.2b from Data Center, US$11.8b from Client, and roughly US$3.6b each from Gaming and Embedded.

Market Cap: US$924.7b

Advanced Micro Devices matters for this AI Infrastructure Stocks theme because its EPYC server CPUs, Instinct accelerators and Helios racks turn hyperscaler AI demand into physical compute capacity that can be billed out like any other utility.

"Multi gigawatt, multi generation Helios rack scale AI system commitments from large customers such as OpenAI, Meta and Anthropic, combined with staged production ramps from late Q3 2026 through 2027, give AMD a path to secure data center AI revenue streams."

What really shapes the upside now is how one evolving pressure on profitability interacts with that pipeline of AI infrastructure demand.

That profitability pressure is exactly what the full narrative for Advanced Micro Devices pulls apart, showing where AMD's AI build out could be accelerating, masking risks, or quietly decoupling.

NasdaqGS:AMD Earnings & Revenue History as at Oct 2026
NasdaqGS:AMD Earnings & Revenue History as at Oct 2026

Seeking Fresh Alternatives Before They Fly

Breakout themes often move first, headlines catch up later, and late entries may end up chasing momentum that has already faded. Scan fresh ideas while it matters and aim to get in early.