StockResearch

AI Power

Data-center power and cooling makers sit in the upper half of their own 5-year EV/Sales range (75th percentile); power generators sit in the upper half of theirs (69th).

14 companies · data as of Oct 19, 2026

Tap a layer to see its companies.

Equal-weight basket +421% vs XLU +44% since Oct 2023

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

The thesis

Data centers made electricity the scarce input for AI in 2024, and power stocks re-rated before many chip names did. On sales multiples, most of this group sits in the upper half of its own history. On earnings, several generators and Vertiv sit much lower, because profits grew faster than prices.

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

How the trade worked

Data centers need power that is available now and around the clock. Grid connections take years, large transformers have long lead times, and few new plants were under construction. That scarcity let generators sign long-term contracts at premium prices and gave equipment makers years of backlog.

Nuclear operators with plants already running gained the most. In September 2024 Constellation agreed a 20-year deal with Microsoft to restart Three Mile Island Unit 1 (Constellation). A month later Google signed for up to seven small reactors from Kairos Power (World Nuclear News).

Sales and earnings tell different stories

When we reviewed this page (October 5, 2026), most members sat in the upper half of their own five-year EV/Sales ranges, with Eaton, Quanta and nVent above the 90th percentile. On P/E the picture split: GE Vernova and Vertiv sat near the bottom of their own P/E ranges, and Constellation and Vistra in the bottom third, because earnings grew faster than share prices. Switch the chart to P/E to see today’s numbers.

A low P/E rank after a jump in earnings can also mean investors doubt those earnings will last. Power prices and contract terms reset, and equipment backlogs can shrink.

A compute race adds demand

On All-In #291, David Friedberg argued that AI-driven cyber attacks will force a defense race decided by compute, and that governments may ration data-center capacity by sector within 12 to 18 months (episode). If that happens, power still limits how much compute anyone can run. The AI Cyber Defense theme covers the security half of that argument.

What would change the view

  • Large cloud companies cutting data-center spending plans.
  • Equipment makers booking fewer orders than they ship.
  • New long-term power contracts signed below 2024 and 2025 prices.
  • Regulators limiting grid hookups for data centers, as when a larger Talen and Amazon deal was rejected in November 2024 (World Nuclear News).

Questions

What are AI power stocks?

Companies that generate electricity, supply nuclear fuel, or build the equipment that moves power into data centers. They became an AI trade in 2024, when data-center demand for electricity outran new supply. This page groups 14 of them into 5 layers.

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 XLU?

XLU holds the S&P 500 utilities, including Constellation, Vistra and NRG. Before AI demand these generators traded like utilities, so the gap between the basket and XLU shows how far the AI power trade moved beyond that baseline.

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 are Oklo and Cameco not ranked?

Oklo has too few quarterly filings with revenue to build a weekly history, and Cameco, a Canadian company, files annual 40-F reports instead of quarterly 10-Qs. Both show a market-data snapshot instead of a five-year rank.

How does AI power relate to AI cybersecurity?

David Friedberg argued on All-In #291 that AI-driven attacks turn cyber defense into a race for compute. More compute means more data centers, and power limits how many can run. The AI Cyber Defense theme page covers the security side.

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.