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The Infrastructure Race
Four companies are planning to spend $682 billion on infrastructure this year. The last time they did something like this, they built the cloud.
Jacob Radke
May 03, 2026 • Read Time: 1 minute
The Infrastructure Race
Amazon, Microsoft, Google, and Meta reported earnings this week. The numbers were strong across the board. But the story that mattered most wasn't revenue, it was the bill they're planning to run up.
These four companies are on track to spend roughly $682 billion on infrastructure in 2026. That's a combined figure for data centers, custom silicon, networking, power, and the physical computing capacity that AI runs on. For context, the same four companies spent about $16 billion combined in 2013 when they were building out the cloud.
Amazon's Andy Jassy made the connection himself on Tuesday's call.
On AWS growth:
"It's very unusual for a business to grow this fast on a base this large. The last time we saw growth at this clip, AWS was roughly half the size."
On the capex:
"We've been through this cycle with the first big AWS growth wave and like the results. We expect to feel similarly about this next wave with much larger potential downstream revenue and free cash flow."
The brief plateau you can see in 2022–23 was the "efficiency era", the year tech companies collectively pulled back on headcount, costs, and capex. That pause is over, and what followed was not a return to baseline, it was a step-change.
The chart shows $228B in 2024, $376B in 2025, and $682B guided for this year.
This money shouldn't be thought of as spend, it's investment. It invests in data center construction, which needs land, power, water, and steel. It invests in the manufacturing of custom chips, Amazon's Trainium, Google's TPUs, Microsoft's Maia. It invests in grid infrastructure. The first cloud buildout made landlords, power utilities, and fiber providers into large beneficiaries. Those same dynamics are still in motion.
And none of these companies are finished investing. Microsoft guided its Q4 CapEx to exceed $40 billion, in a single quarter. Google said 2027 investment will "significantly increase" versus 2026.
Until next week,
Jacob
Data Correction:
Last week’s charts edition on the 122% federal debt to GDP contained the incorrect chart. The online version has been updated with the corrected version.
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