The AGI-le Investor
9 January 2024·3 min read

Hyperscaler Capex Wars: What It Means for Private Investors

HyperscalersCapital ExpenditureAI InfrastructurePrivate Equity
LN Sadani

LN Sadani

Chief Executive Officer, Lensbridge Capital

The fourth quarter of 2023 earnings season delivered a message that was impossible to ignore: the hyperscalers are spending at a pace that has no historical precedent. Microsoft guided to capital expenditure of US$50 billion for fiscal year 2024. Google announced plans to spend more on infrastructure in 2024 than in any previous year. Amazon's AWS indicated that the pace of data centre construction would accelerate. Meta, having spent 2022 and early 2023 cutting costs, announced a dramatic reversal — billions in new AI infrastructure spending, driven by the competitive imperative of keeping pace with OpenAI and Google in the generative AI race.

The aggregate capital expenditure of the four major hyperscalers is now running at an annualised rate of approximately US$200 billion. To put this in context, the entire US interstate highway system cost approximately US$500 billion in today's dollars and took 35 years to build. The hyperscalers are committing to a comparable level of infrastructure investment in a single year. This is not a cyclical capex cycle — it is a structural transformation of the global computing infrastructure, driven by the conviction that AI will be as transformative as the internet and that the companies that control the infrastructure layer will capture an outsized share of the value created.

For private investors, the hyperscaler capex wars create opportunities at multiple points in the supply chain. The most direct beneficiaries are the data centre operators and developers who build and operate the facilities that hyperscalers lease. But the opportunity extends to power generation and transmission assets, cooling technology companies, networking equipment manufacturers, and the real estate platforms that control the land and power connections that data centres require.

The key insight for private investors is that hyperscaler capex commitments are long-duration and sticky. Once a hyperscaler has signed a 15-year lease on a data centre campus, the revenue stream is as close to risk-free as private markets offer. The challenge is accessing these assets at prices that reflect their risk profile rather than their scarcity value. At Lensbridge, that is the work we do every day — finding the assets that are priced for infrastructure returns in a market that is increasingly pricing them for technology growth.