Hyperscalers Plan $630 Billion in 2026 CapEx
Investment in GPUs, Data Centers for AI Poised to Surge 62% From 2025 Record
Despite historic investments in GPUs and data centers, hyperscale data center operators say they are unable to keep pace with the demand for capacity for AI services. So they are turning the dial up to 11.
Amazon, Google, Meta and Microsoft say they will dramatically boost their data center spending in 2026. This emphatic reinforcement of the AI boom was capped by Thursday’s revelation that Amazon plans for $200 billion in annual capital expenditures (CapEx), most of which goes to digital infrastructure.
All told, the Big Four plan to invest up to $630 BILLION in capital expenditures for 2026, about a 62 percent increase from the record $388 billion in 2025 spending.
Here’s a breakdown of the number from this week’s earnings calls:
Amazon: $200 billion in CapEx projected for 2026, versus $125 billion last year.
Google: $175 to $185 billion, up from $91 billion in 2025.
Meta: $115 to $135 billion for 2026, up from $72 billion in 2025.
Microsoft: $110 to $120 billion in 2026, compared to $90 billion last year.
The CapEx numbers from the four hyperscalers lay the groundwork for an extraordinary year of investment in the AI ecosystem, as well as tensions around data center development boom and its impact on local communities.
Investors remain skeptical about the huge spending for AI infrastructure, and shares of Google, Amazon and Microsoft all sold off following their earnings calls. But hyperscale executives expressed confidence that these huge bets will pay off.
The Big Question: How will this huge surge in investment impact a data center sector that is already power-constrained and facing lengthening delivery timelines? How much of this $600 billion can be put to work bringing more GPUs online in 2026, versus reserving future capacity?
One likely outcome: The conversations about “speed to power” will become even more urgent in 2026. The hyperscale spending lays the groundwork for even larger investment in on-site power solutions for data center campuses.
