Beth Kindig(@Beth_Kindig):Google’s greatest competitive advantage may not be building a faster chip than $NVDA but building AI infrastructure at a lower cost. After years of designing accelerators around its own AI workloads, $GOOG is bringing that advantage to outside customers. Selling TPUs opens a massive new revenue opportunity, with analyst forecasts ranging from $100 billion to $250 billion by 2028. At the high end, that would rival what took Google Search decades to achieve. The catch? HBM shortages and customer financing could limit how quickly this opportunity translates into cash flow. Read our latest analysis here.⬇️

2026.10.23 17:12

Google’s greatest competitive advantage may not be building a faster chip than $NVDA but building AI infrastructure at a lower cost. After years of designing accelerators around its own AI workloads, $GOOG is bringing that advantage to outside customers. Selling TPUs opens a massive new revenue opportunity, with analyst forecasts ranging from $100 billion to $250 billion by 2028. At the high end, that would rival what took Google Search decades to achieve. The catch? HBM shortages and customer financing could limit how quickly this opportunity translates into cash flow. Read our latest analysis here.⬇️