Google's Nvidia chip alternative

Summary

• Broadcom shares jumped on a confirmed five-year deal to develop and supply Google's in-house TPU chips.
• Google's TPUs, once internal secret tools, are now publicly available via Google Cloud since 2018, serving as cheaper alternatives to NVIDIA GPUs for AI workloads.
• Customer demand for TPUs is accelerating, with entities like Anthropic leasing or buying directly; Anthropic's computing capacity from Google chips set to more than triple by next year.
• TPUs are designed for AI workloads, less flexible than NVIDIA's chips but more cost-effective and efficient for specific tasks, shifting from internal efficiency to a core pillar of Alphabet's AI revenue strategy.
• D.A. Davidson estimates Google's chip business could capture 20% of the AI market over the next few years, a roughly $900 billion opportunity, potentially worth more than Google Cloud itself.
• Google's edge lies in AI vertical integration: it controls chips, cloud platform, Gemini models, and consumer products all under one roof, unlike big tech peers.
• Google trades at a discount to Apple and Amazon, with analysts citing a credible new revenue driver that the market hasn't fully priced in.
• Market perception of Alphabet has shifted from existential risk for search last summer to recognizing new AI-driven opportunities, indicating a profound education process.
• Interest in TPUs coincided with Gemini's comeback, where it started outperforming ChatGPT in benchmarking tests, boosting appetite for Google's stack.
• Broadcom's purchase orders related to Anthropic show TPUs can undercut NVIDIA on price, adding competitive pressure in the AI chip market.