Alphabet $GOOGL ( ▼ 2.08% ) just reminded everyone that the AI race is not cheap. Alongside a strong earnings report that topped expectations, the company said it expects capital expenditures to land between $175 billion and $185 billion in fiscal 2026. That is nearly double last year’s $91.4 billion and about $70 billion more than Wall Street had penciled in.

For a business once famous for minting cash from a relatively asset-light search engine, this is a dramatic shift in how Google deploys its money.

From Search Box to Server Farms

In its early years, Google Search was one of the most capital-efficient machines ever built, generating massive profits without needing huge physical infrastructure. That era is fading fast. Today, the company is pouring money into AI data centers, specialized chips, and the computing firepower needed to train and run advanced models across Search, Cloud, and products like Gemini.

Alphabet’s total capex since 2023 will now push past $550 billion, more than half of what it spent in the roughly two decades before that combined. AI is not just a feature for Google anymore. It is the backbone of its future growth strategy.

Big Tech’s Spending Party Gets Wilder

Alphabet is not alone in this splurge. Across the hyperscaler world, companies are expected to lift capex by about 50% in 2026 versus 2025, pushing the group’s combined spending toward $600 billion. Amazon $AMZN ( ▼ 1.56% ) is leading the charge with plans around $200 billion, but Alphabet’s roughly $180 billion figure stands out because of how far it strays from its historically lean roots.

What used to be a business built on code and algorithms now increasingly looks like one built on steel, silicon, and megawatts.

What Else Could That Money Buy

To put $180 billion in perspective, Alphabet could theoretically scoop up companies the size of Uber $UBER ( ▼ 0.53% ) , whose market value hovers in the same ballpark. It could also buy major consumer giants or sports franchises, or fund multiple moonshot-scale acquisitions and still have cash left over.

Instead, that money is being funneled into compute capacity for DeepMind and other long-term bets. Alphabet is effectively choosing racks of AI hardware over splashy takeovers, betting that owning the infrastructure layer of the AI era will pay off far more than any single acquisition.

In the new tech economy, the biggest flex is not buying companies. It is buying the machines that will power everything they build next.

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