Separating AI hype from reality.

The Information Reports OpenAI Plans to Buy Google TPUs; Neither Company Confirms

October 28, 2026

The Information reported on October 27 that OpenAI plans to purchase Google's Tensor Processing Units (TPUs), citing a person familiar with the matter. Reuters relayed the story the same day. As of this writing, Google did not immediately respond to a request for comment and OpenAI declined to comment [1]. No financial terms, volume, delivery schedule, or deal structure were disclosed [1][2].

What the report says—and what it doesn't

The Information's headline frames the move as a diversification by a longtime Nvidia customer. The only supporting detail publicly circulated is a job listing for an engineer to "lead the optimization" of OpenAI models on TPUs [2]. The report uses the verb "buy," a shift from June 2025 coverage—also citing The Information—which said OpenAI had begun renting Google TPUs through Google Cloud [1][2]. At that time, an OpenAI spokesperson said the company was in early testing with no plans to deploy at scale, and a Google Cloud employee said the most powerful TPUs were not being rented to OpenAI [2].

Neither company has confirmed a purchase agreement, letter of intent, or active negotiations. The existence of a job listing is consistent with buying chips, renting cloud capacity, or simply building expertise before a decision [2].

Google's TPU strategy is shifting

Google has historically consumed most of its TPU output internally. Its Cloud TPU page describes the chips as a service customers use on Google Cloud [2]. Selling physical chips to an external buyer—especially a direct competitor in chatbots, coding agents, and foundation models—would mark a strategic shift toward merchant silicon supply. Alphabet CFO Anat Ashkenazi previously said the company expects to recognize a small percentage of revenue from TPU sales agreements by end of 2026, with the vast majority in 2027 [1]. Anthropic is a widely reported TPU customer [1][2].

The same day as the OpenAI report, Oracle announced that Google TPUs will arrive on Oracle Cloud Infrastructure in 2027, the first hyperscaler outside Google to offer them [2]. Whether the two announcements are connected is not known.

OpenAI's compute diversification is already underway

OpenAI has been expanding its hardware portfolio for months. In June 2026 it unveiled a custom AI chip designed with Broadcom, targeting deployment by year-end as part of a multi-generation program [1]. It also runs a Cerebras-backed "fast tier" for inference and has an Oracle Cloud Infrastructure plan adding Cerebras capacity [2]. Compute chief Sachin Katti announced his departure, and outlets have reported a $750 billion compute plan through 2030—a figure not published by OpenAI [2].

Diversification makes operational sense: GPU supply has been constrained, and a credible second source changes negotiating leverage with any supplier. But the report does not say OpenAI is replacing Nvidia; it frames the move as adding an alternative [1][2].

What remains unknown

  • Whether a signed deal, LOI, or formal negotiation exists
  • The TPU generation, chip count, delivery timeline, or whether chips would sit in Google data centers, OpenAI facilities, or partner sites such as Oracle's
  • Whether the plan covers training, inference, or both
  • Pricing or commercial terms
  • Any connection to the Oracle announcement the same day

Silence from both companies on a single-source report is common and does not confirm or refute the claim [2].

Why it matters if true

If Google sells TPUs directly to OpenAI, it signals confidence in its silicon roadmap and a willingness to arm a rival. For OpenAI, it would be the highest-profile example yet of a frontier lab building a multi-vendor hardware stack—alongside Amazon's Trainium, Microsoft's Maia, Cerebras, and its own custom silicon. For customers, the chip underneath the API remains invisible; any impact on capacity, pricing, or speed tiers is speculative until deployment details emerge [2].

The broader market is moving from a Nvidia-dominated narrative to a multi-polar one. This report, if confirmed, would be a milestone in that transition. Until then, it is a single anonymous-source claim with a job listing as the only public corroboration.

Sources

  1. OpenAI plans to buy Google's AI chips, The Information reports - Reuters (reuters.com)
  2. OpenAI Google TPU Purchase: What Is Verified (Oct 2026) - explainx.ai (explainx.ai)
  3. OpenAI plans to buy Google's AI chips, The Information reports (wmbdradio.com)
  4. OpenAI plans to buy Google's AI chips, The Information reports (newsobserver.com)