Google to Sell TPUs Under Gigawatt Deals, Samsung Memory Profit Surges 69%
Google will sell its custom TPUs to select data-center customers under multi-gigawatt deals with Anthropic and Meta, intensifying competition with Nvidia's GPUs. Samsung Electronics reported Q1 memory chip operating profit of 53.7 trillion won as AI-driven supply constraints lifted chip prices 69% year-over-year, while raising Nvidia's memory costs.
1. Google Shifts TPU Distribution Strategy
Google is offering its custom Tensor Processing Units for direct sale to select customers, replacing its prior model of renting capacity. Signed multi-gigawatt agreements with Anthropic and Meta will see new TPUs installed in customer data centers, with deployments expected to begin in 2027.
2. Samsung Memory Business Posts Record Profit
In Q1, Samsung’s memory chip unit delivered 53.7 trillion won in operating profit—94% of the company’s total—on revenue that jumped 69% to 133.9 trillion won. Strong AI-driven demand and supply constraints drove chip prices to record highs, tightening the market for Nvidia’s GPU memory components.
3. Competitive and Cost Implications for Nvidia
Google’s move into direct TPU sales heightens competition for Nvidia’s AI accelerator market, while surging memory prices from Samsung risk pressuring Nvidia’s margins. Nvidia may need to adjust sourcing strategies or negotiate long-term memory contracts to mitigate cost headwinds and defend its market share.