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▌Top Stocks · AI INFRASTRUCTURE·Updated September 8, 2026

AI Infrastructure Stocks to Own in September 2026: 7 Names

A seven-stock countdown spans connectivity, networking, servers, cooling, power, and semiconductors across the AI infrastructure buildout.

Top Stocks · AI INFRASTRUCTUREUpdated September 8, 2026
CRDOVRTANETMRVLSMCI+2 locked
Last refreshed September 8, 2026·12 min read
AI Infrastructure Stocks to Own in September 2026: 7 Names

AI infrastructure remains one of the market’s clearest picks-and-shovels themes. Investors are looking beyond model developers toward the companies that supply the computing, connectivity, power, cooling, and systems required to turn artificial intelligence demand into physical capacity. That opportunity is substantial, but it is not risk-free: a June Reuters report described investor concern about the cash burn and debt associated with Oracle’s aggressive AI infrastructure buildout. The episode underscored both the scale of spending and the financing pressure that can accompany it.

The opportunity spans several layers of the data-center stack. Semiconductors provide accelerated computing, custom silicon, networking, optical connectivity, and memory interfaces; electrical-equipment companies supply power management, switchgear, racks, and thermal systems; and hardware specialists assemble servers and integrated racks. Networking, fiber, liquid cooling, and grid infrastructure are increasingly important as AI workloads demand more bandwidth, power density, and heat removal. That broadening makes it useful to distinguish direct AI beneficiaries from capacity-constrained enablers that may receive less attention but remain essential to deployment.

This countdown covers seven US-listed companies with distinct roles in the AI infrastructure buildout, from connectivity and data-center networking to servers, power, cooling, and leading-edge compute. The rankings run from #7 to #1. Theme exposure comes first, while profitability, growth, valuation, earnings execution, and analyst sentiment help separate companies with similar strategic relevance.

The screen was limited to US-listed companies with market capitalizations above $500 million and meaningful exposure to AI infrastructure. I ranked the candidates primarily by the depth and directness of that exposure, then used business fundamentals as the tie-breaker: revenue and earnings growth, margins, returns on capital where available, valuation, earnings consistency, balance-sheet considerations, composite quality grades, and analyst consensus. This is a countdown, so the best-ranked pick is reserved for #1 at the end.

7. — Credo Technology Group Holding Ltd

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CRDO

Market cap: $32.1B · Quality grade: B+ · Analyst consensus: Buy (avg target $281.39)

What they do. The company sells high-speed connectivity solutions for optical and electrical Ethernet and PCIe applications. Its portfolio includes ZeroFlap active electrical cables, optical transceivers, OmniConnect memory solutions, retimers, digital signal processors, SerDes chiplets, integrated circuits, and licensed SerDes intellectual property, giving it both product-sales and IP-licensing revenue streams.

Why it fits. Credo addresses the data movement problem that grows alongside AI compute. Its Ethernet, optical, copper, and PCIe products sit in the connectivity layer linking servers, accelerators, memory, and storage, while its retimers and DSPs help support higher-speed links. That is a focused exposure to the bandwidth and interconnect requirements of expanding AI clusters, although it is narrower than a full-system infrastructure supplier.

Numbers that matter. Revenue was $1.591 billion, EBITDA was $543.2 million, and net margin was 33.83%; gross margin was 67.1% and operating margin was 25.2%. Revenue growth was 114.7% year over year, while earnings growth was 97.1%, and next-year EPS is estimated at $5.5158. The trailing P/E was 59.8491 versus a forward P/E of 28.0112, so the valuation depends heavily on continued growth and earnings conversion.

Recent momentum. Credo’s earnings history shows a 7-of-8 beat rate, but the quarter dated September 1 was a setback: EPS of $0.78 missed the $0.93 estimate by 16.1%. The prior quarter beat by 12.6%, with EPS of $1.16 versus $1.03. Analysts list three Buy ratings and one Hold, producing a 4.6154 consensus score and an average target of $281.3921.

6. VRT — Vertiv Holdings Co

Market cap: $108.0B · Quality grade: B · Analyst consensus: Buy (avg target $338.15)

What they do. Vertiv designs, manufactures, and services critical digital infrastructure for data centers and communications networks. Its revenue base spans AC and DC power management, low- and medium-voltage switchgear, busbar, racks, UPS systems, energy storage, air- and liquid-cooled thermal management, integrated modular solutions, software, and lifecycle services including maintenance, monitoring, testing, and consulting.

Why it fits. Vertiv is a direct play on the less glamorous but essential infrastructure surrounding AI accelerators. Higher-density AI deployments require reliable power distribution and more capable heat removal, and Vertiv participates in both through switchgear, UPS, racks, and liquid-cooling systems. Its service and lifecycle-management activities also give the company exposure beyond the initial equipment sale.

Numbers that matter. Vertiv generated $11.480 billion of revenue and $2.679 billion of EBITDA, with a 38.0% gross margin, 20.36% operating margin, and 15.09% net margin. Revenue grew 24.1% year over year and earnings grew 53.0%; next-year EPS is estimated at $9.1224. The trailing P/E was 63.3251 and the forward P/E was 30.03, while return on equity was 43.94%, highlighting strong profitability alongside a demanding valuation.

Recent momentum. Vertiv has beaten estimates in six of the last seven reported quarters. In the quarter dated July 29, EPS was $1.52 versus an estimate of $1.43, a 6.3% surprise; the preceding quarter produced a 15.8% beat. The analyst breakdown is four Buys, three Holds, and one Sell, with a 4.5 consensus score and an average target of $338.1538.

5. ANET — Arista Networks

Market cap: $244.4B · Quality grade: B · Analyst consensus: Buy (avg target $241.04)

What they do. Arista develops and sells client-to-cloud networking solutions for data centers, AI environments, campuses, and routing markets. Its offerings combine switches and networking hardware with the Extensible Operating System, network applications, cognitive network software, support, repairs, upgrades, and other post-contract services, creating a mix of equipment and recurring service revenue.

Why it fits. AI clusters need high-throughput, low-latency networking as much as they need compute. Arista’s explicit data-center and AI-networking portfolio, combined with its software-defined operating system, places it at the center of the east-west traffic and cloud connectivity required to link large numbers of processors. It offers more direct infrastructure exposure than a general enterprise hardware vendor.

Numbers that matter. Revenue was $10.541 billion, EBITDA was $4.640 billion, and net margin was 38.37%; gross margin reached 63.0% and operating margin was 45.39%. Revenue growth was 37.7% year over year and earnings growth was 35.7%, with next-year EPS estimated at $5.1603. The trailing P/E was 61.3228 and forward P/E was 36.9004, a premium that reflects both unusually strong margins and continued AI-networking expectations.

Recent momentum. Arista has beaten estimates in all eight reported quarters in the supplied history. The latest quarter, dated August 4, produced EPS of $0.95 versus $0.80 expected, an 18.7% surprise; the previous quarter beat by 7.4%. Analysts show seven Buys and one Hold, a 4.7 consensus score, and an average target of $241.0361.

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4. MRVL — Marvell Technology Group Ltd

Market cap: $200.9B · Quality grade: B · Analyst consensus: Buy (avg target $285.00)

What they do. Marvell supplies data-infrastructure semiconductors spanning the data-center core to the network edge. Its products include Ethernet controllers, adapters, switches, custom application-specific integrated circuits, optical and coherent DSPs, silicon photonics, active electrical-cable DSPs, PCIe retimers, CXL switches, storage controllers, and interconnect products, sold through direct customers and distributors.

Why it fits. Marvell provides several of the specialized silicon building blocks needed to connect and scale AI systems. Its portfolio reaches Ethernet, optical interconnect, PCIe, CXL, active electrical cables, and scale-up networking, giving it exposure to the movement of data inside and between AI servers. The combination of standard connectivity products and custom ASICs also makes its role broader than a single-chip accelerator supplier.

Numbers that matter. Marvell reported $9.450 billion of revenue and $2.850 billion of EBITDA. Gross margin was 52.2%, operating margin was 16.68%, and net margin was 27.93%; revenue growth reached 36.5% and earnings growth 50.0%. Next-year EPS is estimated at $3.3913, while the trailing P/E was 74.0232 and forward P/E was 49.7512, leaving limited room for an AI-driven growth slowdown.

Recent momentum. Marvell has beaten estimates in six of the last eight reported quarters, but the latest quarter, dated August 27, missed: EPS was $0.62 versus $0.65 expected, a 4.6% shortfall. The prior quarter was a modest 1.3% beat. Analysts list nine Buys and five Holds, producing a 4.4865 consensus score and an average target of $284.998.

3. SMCI — Super Micro Computer Inc

Market cap: $26.0B · Quality grade: B+ · Analyst consensus: Hold (avg target $42.38)

What they do. Super Micro develops and sells modular, open-standard server and storage systems, including air- and liquid-cooled AI servers with integrated GPUs or PCIe architectures. It also supplies blade and multi-node systems, storage, workstations, networking devices, server subsystems, management software, rack-level design and deployment, technical support, warranties, and maintenance through direct and indirect sales channels.

Why it fits. Super Micro sits close to the physical deployment of AI capacity. It integrates processors, cooling, power, storage, networking, and management into server and rack solutions, allowing customers to move from individual components toward complete AI and high-performance-computing installations. Its liquid-cooling capability is particularly relevant to the rising thermal intensity of dense accelerator systems.

Numbers that matter. Revenue was $39.063 billion and EBITDA was $2.824 billion, but profitability is much thinner than at the semiconductor and networking names higher in this list: gross margin was 10.8%, operating margin 13.38%, and net margin 5.71%. Revenue growth was 93.2% year over year and earnings growth was 434.7%, while next-year EPS is estimated at $4.87. The trailing P/E was 12.1442 and forward P/E was 9.2851, reflecting a lower valuation but also greater sensitivity to execution and mix.

Recent momentum. Super Micro has beaten estimates in six of the last eight reported quarters. The latest quarter, dated August 11, was a major upside surprise: EPS of $1.62 versus $0.56 expected, or 189.3% above the estimate; the prior quarter beat by 35.5%. Analyst sentiment is more measured, with three Buys, 10 Holds, and one Sell, a 3.3333 consensus score, and an average target of $42.375.

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Methodology

This screen covers US-listed companies with market capitalizations above $500 million and identifiable exposure to AI infrastructure, including semiconductors, networking, servers, power, cooling, and data-center systems. The primary ranking factor is depth of thematic exposure: companies supplying core AI compute or infrastructure components rank ahead of businesses with more indirect participation. Business fundamentals then shape the order, including revenue and earnings growth, gross and operating margins, returns, valuation, earnings surprises, analyst consensus, and composite quality grades. The list is refreshed monthly so rankings can reflect changing financial data, estimates, and market conditions.

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