Podcast Episode
This staggering figure represents nearly double the $91.45 billion Alphabet spent on infrastructure last year, and blows past Wall Street's forecast of approximately $115 billion. The announcement came alongside fourth-quarter results that exceeded expectations, with revenue climbing eighteen percent to $113.8 billion and net income surging thirty percent to $34.5 billion.
Broadcom's relationship with Google centres on the development of tensor processing units, specialised chips optimised for machine learning workloads. Google's flagship Gemini 3 model was trained entirely on these custom TPUs rather than third-party hardware, making Broadcom a direct beneficiary of the infrastructure buildout.
Google Cloud's explosive growth helps explain the spending surge. The division's revenue jumped forty-eight percent year over year to $17.7 billion, with its backlog swelling fifty-five percent to $240 billion.
Google's Record AI Spending Sends Chip Stocks Flying
February 5, 2026
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Alphabet has announced plans to invest up to $185 billion in AI infrastructure during 2026, nearly doubling last year's spending and far exceeding Wall Street forecasts. The news sent Broadcom shares up six percent and Nvidia up two percent in after-hours trading.
Alphabet Bets Big on Artificial Intelligence
Google's parent company Alphabet has unveiled plans for what could be the largest single-year technology infrastructure investment in corporate history. The company announced it expects to spend between $175 billion and $185 billion on capital expenditures in 2026, with the vast majority directed toward artificial intelligence computing capacity.This staggering figure represents nearly double the $91.45 billion Alphabet spent on infrastructure last year, and blows past Wall Street's forecast of approximately $115 billion. The announcement came alongside fourth-quarter results that exceeded expectations, with revenue climbing eighteen percent to $113.8 billion and net income surging thirty percent to $34.5 billion.
Chip Makers Ride the Wave
The spending announcement triggered immediate gains for semiconductor companies tied to Google's AI ambitions. Broadcom, which has served as Google's exclusive partner for custom artificial intelligence chips since 2016, saw its shares climb six percent in after-hours trading. Nvidia, whose GPUs complement Google's in-house chips, gained two percent.Broadcom's relationship with Google centres on the development of tensor processing units, specialised chips optimised for machine learning workloads. Google's flagship Gemini 3 model was trained entirely on these custom TPUs rather than third-party hardware, making Broadcom a direct beneficiary of the infrastructure buildout.
The Hyperscaler Arms Race Intensifies
Alphabet's announcement puts it firmly at the front of what analysts are calling an unprecedented arms race among technology giants. Meta Platforms has forecast spending between $115 billion and $135 billion on AI infrastructure this year, whilst Microsoft has also reported record capital expenditures. Combined, the major cloud providers are projected to invest more than $600 billion in infrastructure during 2026, with roughly three-quarters directed toward AI-related hardware.Google Cloud's explosive growth helps explain the spending surge. The division's revenue jumped forty-eight percent year over year to $17.7 billion, with its backlog swelling fifty-five percent to $240 billion.
Published February 5, 2026 at 6:14am
