Big Tech’s AI spending tops $740B in 2026, up 77%

Amazon Amazon.com, Inc. ↗ 0.82%, Alphabet ↘ 0.88%, Meta ↗ 0.37%, and Microsoft ↗ 0.03% are on track to spend a combined $740 billion or more on artificial intelligence infrastructure in 2026, roughly 77 percent above what the same four companies spent the prior year. The figure represents one of the largest concentrated capital deployments in the history of private enterprise and exceeds the annual GDP of most nations.

The Numbers

The spending breakdown, shaped by second-quarter earnings reported in late July, shows Amazon leading at approximately $220 billion after raising its full-year guidance. Alphabet guided to $195–205 billion, an increase from earlier projections. Meta lifted the floor of its range to $130–145 billion. Microsoft held at roughly $190 billion, in line with its April projection. Some tallies put the combined total closer to $760 billion depending on methodology.wionews+4

To fund these outlays, companies are turning to increasingly creative financing. Meta transferred a $14 billion data centre off its balance sheet, giving BlackRock ↗ 0.63%-managed funds 80 percent ownership. Nvidia ↗ 2.27% is reportedly in talks to guarantee some $250 billion for OpenAI's Ohio project.wionews

Market Reaction and Credit Warnings

The spending surge initially rattled investors. Alphabet's stock fell despite beating revenue expectations after its free cash flow turned negative at minus $5.9 billion. Meta shares dropped roughly 10 percent after it disclosed free cash flow down 91 percent to $784 million. More than $1.3 trillion was erased from the market value of the largest semiconductor companies in a handful of trading sessions in late July.wionews

Moody's warned in a July report that the spending is testing the credit quality of the hyperscalers, citing rising capital intensity, debt levels, and off-balance-sheet commitments, according to CNBC's parent NBCUniversal. The agency separately flagged that banks and insurers have made themselves dangerously dependent on the same few AI providers, describing the concentration as a credit risk that could spread across sectors within hours of an outage.startupfortune+1

The Central Tension

Microsoft's Azure growth accelerating to 43 percent and Amazon's second-quarter revenue rising 20 percent to $200.6 billion undercut the simplest bearish reading that spending was outpacing demand. But the bull and bear cases answer different questions. Revenue growth confirms demand exists. It does not confirm that $740 billion of annual capital expenditure, depreciating over years, earns a return that justifies the capital consumed.wionews

The technology industry built its dominance on near-zero marginal cost software. Serving an AI model costs real money per query; training one requires buildings, chips, power contracts, and water. The contracts are signed, the sites are under construction, and whether the returns arrive will not be settled by a single quarter.wionews