Alphabet Opens Its Chip Vault: Blackstone-Backed TPU Push Signals a New Revenue Play

Alphabet partners with Blackstone to build a standalone AI infrastructure company, opens proprietary TPU chips to third parties, and reports strong earnings amid massive capex push.

Alphabet is taking an uncommonly bold step to monetize its massive hardware investments. The Google parent has struck a strategic partnership with Blackstone, the world's largest publicly traded asset manager, to launch a standalone company dedicated to artificial intelligence infrastructure. The joint venture will receive an initial $5 billion equity commitment from Blackstone, with plans to bring 500 megawatts of data center capacity online by 2027.

What makes the deal unusual is that Alphabet will make its proprietary tensor processing units available to third parties outside the Google Cloud ecosystem for the first time, via a new “compute-as-a-service” model. Industry watchers see the move as a clever way to boost utilization of the capital-intensive TPU infrastructure, particularly after the unveiling of the eighth-generation chip with separate architectures for training and inference.

The partnership comes as Alphabet prepares to spend between $180 billion and $190 billion on capital expenditures this fiscal year alone, much of it funneled into AI infrastructure. First-quarter results released earlier this year help explain the conviction: revenue landed at roughly $110 billion, up 21.8% from the prior year, while earnings per share of $5.11 nearly doubled the consensus estimate of $2.68. Net profit surged to $62.6 billion, and the operating margin reached 36.1%.

On the product front, Alphabet used its Google I/O 2026 developer conference to unveil the Gemini 3.5 model family and a proactive cloud agent dubbed Gemini Spark, both part of a broader pivot toward “agentic AI” systems that can independently execute complex tasks. The company also launched Gemini for Science, a platform designed to automate workflows such as genome analysis and drug discovery. In early tests, researchers completed bioinformatics tasks in minutes that previously took hours. Gemini now processes more than 16 billion tokens per minute, and the Google Cloud order backlog has swelled to $462 billion, with segment operating margins at 32.9%.

To broaden adoption, Alphabet slashed the price of its AI Ultra premium subscription from $250 to $200 per month and introduced a $100 developer tier. New features include Gemini Omni Flash, a multimodal world model; Ask YouTube, which directly searches video content; and a redesigned search interface that embeds AI directly into the search bar, handling longer queries, uploaded files, and browser tabs.

Investors have rewarded the strategy handsomely. The stock changed hands at roughly €333.55 to €335, within 3% of its 52-week high of €344.60. Year to date, shares have gained about 24%, and over the past twelve months the advance stands at 120%. Analysts have responded with upgraded price targets: Mizuho Securities set a $460 target, Loop Capital $490, and Oppenheimer $445 with an “outperform” rating. Not everyone is piling in, however. Institutional investor Hirtle Callaghan & Co. trimmed its position by 20%, a move that comes after the stock more than doubled in a year.

Not all is smooth sailing. Waymo, Alphabet’s self-driving car unit, suspended its robotaxi operations on highways nationwide and paused service in Atlanta for safety corrections. While the move is geographically limited, it adds a note of caution for a company investing heavily in autonomous mobility. Meanwhile, the European Commission continues to probe Alphabet’s search results display and its use of publisher content for AI training under the Digital Markets Act, though no fines have been announced yet.

Alphabet lifted its quarterly dividend to $0.22 per share and signaled that capital intensity will remain a key growth lever. With the Blackstone partnership now in play and a TPU-8 strategy that could reduce reliance on external chip suppliers, the next quarterly report in July will offer the first real test of whether this hardware-opening gambit can translate into sustained returns.