
What happened
Meta upgraded its planned data center from 2 gigawatts to 5 gigawatts by July 2026, while SpaceX leases AI computing power through Colossus facilities. This surge in hyperscaler (large cloud provider) infrastructure is driving demand for equipment makers: Caterpillar's backlog reached a record $63 billion(約10兆円) (up 79% versus Q1 2025), and its Q1 2026 revenues rose 22% with adjusted earnings up 30%; Eaton's Americas division backlog grew over 40% year-over-year, with order growth at 60%, driven by AI demand.
Why it matters
Caterpillar and Eaton supply the physical foundation for AI data centers—earth-moving equipment, on-site power generators, and electrical power management infrastructure. These industrial stocks, traditionally not tech-focused, are now capturing substantial revenue from the AI build-out. The massive backlogs translate to predictable future revenue, giving both companies visibility into sustained demand.
What to watch
Both stocks carry high valuations—Caterpillar at 45× price-to-earnings and Eaton at 38×—which may concern value investors. The article notes the data center race "doesn't look anywhere near over," suggesting the tailwind may persist, but valuation risk remains a consideration for investors.
Summaries like this, in your inbox every morning.
The race to build massive AI data centers—exemplified by Meta's 5-gigawatt facility and SpaceX's Colossus leasing operations—is creating an unexpected tailwind for traditional industrial manufacturers. Caterpillar and Eaton, companies that operate far outside the consumer tech spotlight, are positioned directly in the supply chain for this infrastructure boom. Caterpillar supplies the heavy construction equipment required to build these "massive structures," as well as on-site power generators that address the grid-strain issue created by data center electricity demands. Eaton's electrical power management products form the backbone of data center infrastructure. The body indicates that both companies face a similar dynamic: strong backlogs (Caterpillar at record levels, Eaton up over 40%) signal that orders are already flowing in, making future revenues predictable. However, the article notes a valuation concern: Wall Street's intense focus on AI has already driven up both stocks' multiples—Caterpillar to 45× earnings and Eaton to 38×—making them unattractive to value-focused investors despite the underlying strength of their order books. The article suggests the data center build-out is still in early innings, implying the demand tailwind may persist, but the elevated entry valuations complicate the investment case.
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