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GOLD · October 18, 2026
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MACALLAN 1926 · October 18, 2026

Data center infrastructure spend hit $14B in Q2, up 27% Y/Y per Dell'Oro

Power, cooling, and rack-level buildout accelerate as hyperscalers outpace enterprise deployments by deployment cadence.

Dell'Oro Group clocked the worldwide data center physical infrastructure market at $14 billion in Q2 2026, a 27 percent year-over-year increase that marks the fastest quarterly expansion since the firm began tracking rack power distribution units, uninterruptible power supplies, and precision cooling as a discrete category in 2019. The number reflects shipped and recognized revenue, not backlog, meaning the steel is already racked and the chillers already humming.

Three drivers converged. Hyperscaler co-location demand remained elevated, with 11 new facilities breaking ground in Northern Virginia, Frankfurt, and Singapore during the quarter. Enterprise refresh cycles that stalled in 2023 and 2024 resumed as on-premise GPU clusters for inference workloads forced data center managers to replace aging PDUs incapable of delivering 50 kW per rack. Meanwhile, edge micro data centers—defined as sub-1 MW deployments serving last-mile content delivery—grew 34 percent sequentially, led by telco partners in India and Brazil. Dell'Oro does not disclose vendor share by name, but equipment financing disclosures from Vertiv and Schneider Electric suggest the top three suppliers captured 68 percent of Q2 revenue, up from 61 percent in the prior year.

The 27 percent growth rate matters because it runs nearly triple the 10 percent compound annual growth rate Dell'Oro projected for physical infrastructure in its January 2025 five-year forecast. That gap signals two things: demand is frontloaded, not distributed, and supply constraints that throttled 2024 and early 2025 shipments have cleared. Transformer lead times fell to 18 weeks from 32 weeks a year ago, and containerized chiller units that required 26-week waits in mid-2025 now ship in 14 weeks. The acceleration also implies that AI training clusters, which require dense power and liquid cooling, are no longer prototypes. They are in production, and operators are buying infrastructure at scale to support them.

Related signals reinforce the trend. WESCO International, a top-tier electrical and data center equipment distributor, reported tightening relationships with hyperscale buyers and expanded service contracts in its most recent 10-Q. Separately, a market study published this week projects the data center precision air conditioning segment alone will reach $10 billion by 2035, driven by fan wall retrofits and thermal optimization services that did not exist as revenue categories three years ago. Service and maintenance—historically 12 to 15 percent of total infrastructure spend—is now forecast to reach $2.35 billion by 2035 within that air conditioning subset, suggesting operators are prioritizing uptime over capex deferral.

Allocators should track Q3 2026 earnings calls from Eaton, Vertiv, and Schneider Electric, all of which report between late October and mid-November. Revenue guidance for those three names will clarify whether the 27 percent growth rate was a pull-forward from deferred 2025 projects or the start of a multi-year deployment cycle. Equipment financing ABS issuance is another tell: if data center equipment lease securitizations exceed $3 billion in Q3, up from $1.8 billion in Q2, it confirms that buyers are willing to finance at current rates rather than wait. Finally, watch Northern Virginia power utility interconnection queue data, published monthly by PJM Interconnection. Any month showing fewer than 400 MW of new requests would be the first signal of demand normalization since early 2024.

Dell'Oro does not forecast Q3, but the firm's historical pattern shows sequential growth every quarter since Q1 2023. If that holds, the market will exceed $58 billion annualized run rate by year-end, a figure last seen only in telecom infrastructure buildouts during the 4G LTE deployment phase a decade ago.

The takeaway
Physical infrastructure spend grew faster than forecast, supply constraints cleared, and operators are financing at scale—deployment cycle just began.

Editorial & Disclosure Notice: This article was written with artificial intelligence from public sources and is published without individual human review. Artificial intelligence and other digital tools are also used for research, analysis, editing, formatting, and production. Errors, omissions, outdated information, or inaccuracies may occur. References to companies, brands, products, services, organizations, or individuals are for informational and editorial purposes and do not imply endorsement, sponsorship, affiliation, partnership, or approval unless expressly stated. All trademarks and other intellectual property remain the property of their respective owners. Opinions, analysis, estimates, and commentary are informational only and should not be construed as financial, investment, legal, tax, medical, procurement, or other professional advice. Information may be corrected, clarified, or updated after publication. Corrections or removal requests: jenny@pops4.com.

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