Google Controls About a Quarter of Global AI Compute With In-House TPUs and Models
Competition in generative AI depends heavily on the coordination of chips, data centers and models. Google has long developed its own Tensor Processing Units, or TPUs, integrating them with Gemini models and Google Cloud services. The strategy reduces its reliance on external AI chips as it competes with major cloud providers for enterprise computing demand.
Google Cloud CEO Thomas Kurian recently said Google now controls about 25% of global AI computing capacity, equivalent to one-quarter of the market. Its integration of in-house TPUs with Gemini has helped narrow the gap with cloud rivals. The report did not disclose the reference date for the estimate or any additional investment amount.
All Coverage
1 original reportsThe Backstory
The history behind this eventGoogle Pitches TPUs in Challenge to Nvidia’s AI Chip Dominance
As generative AI booms, Nvidia has used its GPUs to establish a near-monopoly over the global computing-power market. Seeking to break that grip, Google is aggressively pitching its tensor processing units, or TPUs, to emerging cloud providers such as Nscale, opening a new front in the competition. The push directly challenges Nvidia’s dominance and could reshape the market and control of global AI infrastructure.
In the latest development, Google and Blackstone have teamed up to form a new company, with Blackstone providing an initial $5 billion and total investment expected to reach $25 billion. The venture plans to begin offering TPU cloud-computing capacity for rent in 2027. Nvidia CEO Jensen Huang has responded swiftly with financial incentives for emerging cloud providers as he seeks to shore up their support. The chip battle is expanding beyond technology into an infrastructure contest worth tens of billions of dollars.
Subscribe to Mark Radar Weekly
Every Friday, the week's strongest signals in your inbox. Unsubscribe anytime.
If you search news on Google, you can set Mark Radar as a preferred source—our coverage will show up more often in your results. Set as preferred source on Google →