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GOOG and AVGO: The AI Power Duo Beyond Nvidia

Jun 2, 2026
Bobby Quant Team

💡 Key Takeaway

Alphabet and Broadcom's deep partnership on custom AI chips (TPUs) gives them a significant cost and performance advantage, positioning both for massive growth as the AI boom continues.

The AI Partnership Powering Two Giants

The artificial intelligence boom is fueling massive growth for companies building the underlying infrastructure. A key partnership at the heart of this trend is between Alphabet (GOOG/GOOGL) and Broadcom (AVGO), who have co-developed Alphabet's Tensor Processing Units (TPUs) for over a decade.

These custom AI chips, known as application-specific integrated circuits (ASICs), form the technological foundation of Alphabet's Google Cloud platform. Alphabet designs the chips, while Broadcom contributes critical intellectual property and handles the complex physical design and packaging.

The collaboration has been a resounding success. Alphabet's cloud revenue surged 63% last quarter to $20 billion, with operating income tripling to $6 billion, supported by a staggering $460 billion backlog for Google Cloud services.

For Broadcom, this partnership translates directly into revenue, as it is the company that physically manufactures and sells the TPUs. The success has attracted other major players, with AI startup Anthropic placing a massive $21 billion TPU order with Broadcom for delivery this year.

Why This Chip Alliance Changes the Game

This matters because it creates a powerful, vertically integrated advantage for both companies in the high-stakes AI race. Alphabet's in-house TPUs allow it to train and run its AI models, like Gemini, at a significantly lower cost than competitors reliant on third-party chips from companies like Nvidia (NVDA).

This cost advantage feeds directly into profitability and allows Alphabet to leverage its vast distribution through Chrome, Android, and Search to deploy AI profitably. It's not just an internal tool; Alphabet has begun allowing select customers to order TPUs directly, opening a new high-margin revenue stream.

For Broadcom, the TPU is a gateway to the entire custom AI chip market. As cloud giants (hyperscalers) seek to diversify their supply chains away from Nvidia, they are turning to Broadcom for help. The company projects over $100 billion in ASIC revenue for fiscal 2027, a figure that underscores its central role.

The dynamic positions both GOOG and AVGO as critical enablers of the AI ecosystem, capturing value whether AI workloads run on Google Cloud or elsewhere. It reduces their dependence on any single vendor and creates formidable competitive moats.

Source: The Motley Fool
Analysis generated by Bobby AI quantitative model, reviewed and edited by our research team. This is not financial advice. Always do your own research before making investment decisions.

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Bobby Insight

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Both Alphabet and Broadcom are strong buys for investors seeking durable AI infrastructure exposure.

Their symbiotic TPU partnership creates a powerful competitive moat, driving superior economics for Alphabet's cloud and locking in massive, high-growth revenue for Broadcom. While Nvidia remains a force, this alliance captures a critical and growing segment of the AI chip market.

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What This Means for Me

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If you hold GOOG or GOOGL, this news reinforces the investment thesis around its cloud and AI monetization, suggesting strong future profitability. Investors with exposure to AVGO should see this as validation of its central role in the AI supply chain, with significant revenue growth on the horizon. For those heavily invested in NVDA, this trend highlights a key long-term risk as its largest customers develop in-house alternatives.
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What This Means for Me

If you hold GOOG or GOOGL, this news reinforces the investment thesis around its cloud and AI monetization, suggesting strong future profitability. Investors with exposure to AVGO should see this as validation of its central role in the AI supply chain, with significant revenue growth on the horizon. For those heavily invested in NVDA, this trend highlights a key long-term risk as its largest customers develop in-house alternatives.
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Stock to Watch

StocksImpactAnalysis
GOOG
Positive
Alphabet's proprietary TPUs lower AI computing costs, boost cloud profitability, and create a new revenue stream, solidifying its position as a long-term AI winner.
GOOGL
Positive
As Alphabet's other share class, it benefits equally from the TPU-driven advantages in cloud economics and AI model development.
AVGO
Positive
Broadcom is the manufacturing engine for TPUs, set to see explosive revenue growth from massive orders as hyperscalers diversify their AI chip supply.
NVDA
Neutral
While still the dominant AI GPU provider, the rise of custom chips like TPUs represents a competitive threat as major customers like Alphabet build their own solutions.

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