StockResearch

AI Infrastructure

Foundries and equipment makers sit near the top of their own 5-year EV/Sales range (89th percentile); neoclouds and data-center operators sit in the lower half of theirs (38th).

25 companies · data as of Oct 19, 2026

Tap a layer to see its companies.

Equal-weight basket +548% vs SMH +290% since Oct 2023

Hypothetical equal-weight index, price only. Not a fund.

The thesis

The largest cloud companies kept raising their 2026 spending plans in July, and chip stocks rebounded from their worst month since 2008. On sales multiples, most of this group sits near the top of its own history, led by chip equipment. Nvidia is the exception: revenue grew faster than its price.

By Jake, founder of StockResearch.app · Oct 5, 2026 · Opinion, not investment advice

Where the money comes from

Almost every company here sells to the same few buyers. In July, Alphabet raised its 2026 capital spending plan to $195 to $205 billion and said 2027 would be significantly higher (Investing.com). Amazon lifted its plan to about $220 billion, partly because memory got more expensive (Level Headed Investing). Meta guided $130 to $145 billion (Meta), and Microsoft expected more than $50 billion in the September quarter alone (Directions on Microsoft).

That money flows down a chain. Cloud companies buy GPUs and custom chips, TSMC makes them on machines from ASML, Applied Materials, Lam and KLA, and servers, switches and optical links tie them into clusters. Neoclouds such as CoreWeave rent the result to AI labs.

A crash in July, then a rebound

The Philadelphia Semiconductor Index fell 21% in July, its worst month since October 2008, erasing $2.2 trillion in market value (Fortune). Investors worried that spending was peaking and that cheap open-source models would cut demand. A July 27 report that China had begun producing its own immersion lithography machines hit equipment stocks (Bloomberg). Nvidia and Broadcom rose that month anyway.

Results then came in above the fears. Nvidia reported quarterly revenue of $96.2 billion, up 106%, and guided to $108 billion (Nvidia). Broadcom’s AI chip revenue rose 221% (Broadcom). In September, AMD and Intel each gained about 29% (Yahoo Finance). We tested Gavin Baker’s claim that no hard metric had turned negative in our checklist of his July argument.

Most of the chain is priced near its highs

When we reviewed this page (October 5, 2026), Applied Materials, Lam and KLA sat at the 97th or 98th percentile of their own five-year EV/Sales ranges, after starting the year at the 100th. Arista, AMD and Dell were at the 98th or higher. The July dip barely moved those ranks.

Three names sat in the bottom quarter. Nvidia was at the 20th percentile on EV/Sales and the 3rd on P/E, because trailing revenue grew 83% while the price lagged. Super Micro sat at the 24th and CoreWeave at the 22nd, on less than a year of history. A low rank after fast growth can also mean investors doubt the growth will last.

TSMC, ASML and Nebius file annual reports as foreign issuers and Tokyo Electron lists in Tokyo, so they show a current value without a rank. Our data-quality monitor has Broadcom and Astera Labs under review, so they are left out of the layer medians.

The bear case

The build-out runs more and more on debt. Big cloud companies issued $219 billion of investment-grade bonds this year through mid-August, and their spreads widened about 30 basis points while the broad index barely moved (J.P. Morgan Asset Management). CoreWeave’s second-quarter interest expense was $640 million on $2.6 billion of revenue (Investing.com).

Physical limits matter too. New York paused state permits for data centers of 50 megawatts or more in July (Davis Polk), and power remains the slowest input to add; the AI Power theme covers that side.

What would change the view

  • A large cloud company cutting its 2026 or 2027 spending plan.
  • GPU rental prices falling for months. Nebius raised its prices on October 1 (24/7 Wall St.).
  • Cloud bond spreads widening further, or a neocloud struggling to refinance.
  • More states pausing data-center permits, as New York did in July.
  • Chinese lithography tools reaching volume and cutting equipment makers’ China sales.

Questions

What are AI infrastructure stocks?

Companies that design AI chips, manufacture them, build the equipment that makes them, connect them into clusters, or rent the finished computing capacity. This page groups 25 of them into 4 layers and shows where each one’s valuation sits against its own five-year history. Power and memory companies have their own theme pages.

Is this a list of stocks to buy?

No. It is a research page. The basket index is a hypothetical equal-weight average that shows how the group moved; it is not a fund, a model portfolio or a recommendation. Nothing on this page is investment advice.

Why compare the basket with SMH?

SMH, the VanEck Semiconductor ETF, holds most of the chip and equipment companies on this page, weighted by size and led by Nvidia and TSMC. The equal-weight basket also holds smaller chip names, optics makers, servers and neoclouds, so the gap shows what those added or cost versus the big-cap chip trade.

What does a valuation percentile mean?

It ranks today’s multiple against the same company’s weekly readings over the past five years. At the 90th percentile, the multiple was lower in 90% of those weeks. At the 10th, it was higher in 90% of them. It compares a company with itself, not with its peers.

Why is Nvidia so low in its own range?

Its trailing revenue grew about 83% in a year while the share price rose less, so its sales and earnings multiples fell. On October 5, 2026 it sat near the 20th percentile of its five-year EV/Sales range and near the 3rd on P/E. A low rank describes the present; it does not forecast a rebound.

Why are some companies not ranked?

TSMC, ASML and Nebius file annual reports as foreign issuers and Tokyo Electron lists in Tokyo, so we show a current value without a weekly history. IREN has too few weeks of data to rank, and CoreWeave is ranked against less than a year. Broadcom and Astera Labs are shown but left out of averages while our data-quality monitor reviews them.

How often does this page update?

Multiples refresh nightly from SEC filings and weekly closing prices, and this page rebuilds every few hours. The essay is dated separately.

Computed in-house from SEC EDGAR filings and weekly Yahoo Finance prices · updated Oct 19, 2026.

Research, not investment advice. The basket is a hypothetical index, not a fund.