Google Partners with Marvell for Custom AI Chip Development

Google has entered into an agreement with semiconductor company Marvell to develop customized AI hardware. As part of the partnership, Marvell issued a subscription warrant allowing Google to purchase up to 58.9 million shares at US$ 206.58 each, a total value of approximately US$ 12.2 billion. The collaboration focuses on hardware for Google's Tensor Processing Units (TPUs), including AI inference accelerators and various controllers for storage, network interfaces, and memory.

This move expands Google's chip strategy as it begins selling its TPUs to external customers. Google previously signed an agreement with Broadcom in April to develop TPUs and other infrastructure components through 2031. Following the announcement, Marvell shares rose 8 percent, while Broadcom shares fell between 4 and 5 percent. Marvell also provides chip design services to other cloud giants, such as Amazon, as an alternative to Nvidia's general purpose GPUs.

Additional context includes Marvell's recent acquisition of Celestial AI, which specializes in photonic technology used to connect AI chips in large clusters. This technology supports systems like Google's Gemini, Anthropic's Claude Code, and OpenAI's ChatGPT. Furthermore, Nvidia invested US$ 2 billion in Marvell in March to collaborate on silicon photonics for data centers.

Reporting on the event varied by perspective. Center leaning sources focused on the financial details of the share option and the broader industry landscape. A center leaning source provided more technical analysis, framing the move as a strategic effort by Google to avoid over reliance on a single supplier by pitting Marvell against Broadcom to optimize price and performance.