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Since 2016, Broadcom has been the exclusive manufacturer of Alphabet's (TPUs), custom-designed application-specific integrated circuits (ASICs) tailored for machine learning workloads. This partnership has now entered its seventh generation, with the latest iteration-code-named Ironwood-
for performance and energy efficiency in the AI space. According to a report by CNBC, analysts such as Melius Research's have emphasized that TPUs are not just a component of Alphabet's AI strategy but a "rapidly growing" engine of innovation, in AI accelerators.
Broadcom's financials in Q3 2025 tell a story of sustained momentum. ,
. These results have not gone unnoticed. Jefferies analysts have among the top five hyperscalers will balloon to $450 billion in 2026-a 64% increase from 2025-with 75% of that spending directed toward AI infrastructure. Within this ecosystem, Broadcom's role as a supplier of custom accelerators and networking silicon positions it to capture a disproportionate share of growth.The numbers are even more compelling when viewed through a long-term lens.
, . . For context, this would mean that AI-related revenue could account for roughly one-third of Broadcom's total revenue by 2026, a structural shift that elevates the company's exposure to the AI boom.The broader market context further strengthens the case for bullish sentiment. As stated by Morningstar, Broadcom's stock has surged as a "derivative play" on Alphabet's AI dominance,
on the company's ability to monetize Alphabet's technological advances. This dynamic is not without precedent: during the 2016–2018 AI cycle, Broadcom's revenue from custom silicon grew at a compound annual rate of 40%, a trend now accelerating in 2025–2026 .Moreover, the competitive landscape is tilting in Broadcom's favor. While Nvidia remains the dominant player in AI GPUs, Alphabet's reliance on TPUs highlights a growing trend among hyperscalers to develop proprietary silicon. This reduces dependency on third-party suppliers and creates a flywheel effect: as Alphabet's AI capabilities improve, so too does the demand for next-generation TPUs, which in turn drives Broadcom's revenue. Jefferies' projection of 3 million TPU units in demand by 2026
.For long-term shareholders, the case for Broadcom is no longer speculative-it is rooted in a decade-long partnership, accelerating revenue growth, and a market environment that favors AI infrastructure. The company's ability to translate Alphabet's AI ambitions into tangible financial results, coupled with its strategic position in the hyperscaler supply chain, justifies renewed bullish sentiment. While risks such as supply chain disruptions or shifts in AI architecture exist, .
As the AI era matures, Broadcom's collaboration with Alphabet is not merely a footnote in its business model; it is a defining feature. For investors with a multiyear horizon, this alignment of technology, finance, and strategy offers a rare combination of defensiveness and growth.
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