Google and Marvell Reach Deal Worth Up to $12.2 Billion for Custom AI Chip Development
Google entered a deal with Marvell Technology in August 2026 that could give Google a stake worth up to $12.2 billion in the semiconductor company. The agreement is focused on advancing Google's custom AI infrastructure, including its Tensor Processing Units. The deal reflects a broader push by major technology companies to reduce their dependence on general-purpose graphics processors for AI workloads.
Google and Marvell Technology reached a deal in August 2026 that could give Google a stake in Marvell worth up to $12.2 billion, with the agreement centered on developing custom AI chips for Google's data centers.
The deal focuses on advancing Google's Tensor Processing Units, the custom chips the company uses to run AI workloads. By deepening its partnership with Marvell, Google is working to reduce its dependence on general-purpose graphics processing units, which have been the dominant hardware for AI training and inference.
The arrangement is part of a broader shift among major technology companies toward custom silicon. Hyperscalers, the term for companies that operate massive data centers, are increasingly designing their own chips to optimize performance and cost for specific AI tasks rather than relying on off-the-shelf processors.
Marvell has positioned itself as a key partner for companies building custom AI infrastructure. The company designs chips and provides semiconductor intellectual property that other companies use to build their own processors.
The Google-Marvell deal came alongside news that semiconductor startup Etched reached a $21 billion valuation, signaling strong investor confidence in specialized AI inference hardware. The AI chip market has become one of the most competitive segments in the technology industry.
Rising memory and component costs tied to the broader AI-related semiconductor demand have also pushed some companies to raise prices. Microsoft increased prices for gaming consoles including the Xbox in Europe and the UK, citing component cost pressures.
Google has not disclosed the full financial terms of the Marvell arrangement, but analysts said the potential $12.2 billion stake reflects the strategic importance of custom AI hardware to the company's long-term infrastructure plans.
