Alphabet Inc Class CMorgan Stanley estimates Google could generate $200B from TPUs as demand for AI computing surges.
Morgan Stanley estimates Google could generate around $200 billion in income tied to its tensor processing units over the next several years. The bank's projection highlights the growing importance of Google's custom AI chips as demand for AI computing surges and companies seek alternatives to Nvidia's GPUs. If more workloads shift to Google's bespoke hardware, TPUs could become a major revenue engine linked to Google Cloud and AI infrastructure, beyond internal cost savings. This would give Alphabet another way to monetize AI growth outside search, advertising, and its Gemini AI. The key uncertainty is how quickly Google can expand TPU adoption beyond its own ecosystem and whether clients will move more workloads to custom chips.
Alphabet Inc Class CMorgan Stanley estimates Google could generate $200B from TPUs as demand for AI computing surges.
NVIDIA CorporationGoogle's TPUs are an alternative to Nvidia's GPUs, potentially taking workloads away.
Morgan Stanley