Nvidia’s Problem: OpenAI Is “90 Plus Percent Nvidia,” and It’s the Lab Burning Cash

Gian Estrada • 5 minute read
Reviewed by: David Hanson
Last updated Nov 15, 2026

 show999 from Getty Images and TETE_ESCAPE from teteescape via Canva

Key Takeaways

  • OpenAI’s adjusted operating margin is negative 109%; Anthropic’s is about 15% positive on an adjusted basis.
  • OpenAI runs 90-plus percent on NVIDIA; Anthropic, one third or less, per SemiAnalysis’s Dylan Patel.
  • NVIDIA has put its balance sheet behind OpenAI, including a lease guarantee capped at $105 billion.
  • NVIDIA’s lab exposure makes its growth riskier than its estimates suggest, while Broadcom stands to gain more from Anthropic.

OpenAI is reportedly raising $15 billion in a new round. That matters more to NVIDIA (NVDA) than to most companies, because OpenAI runs almost entirely on its chips.

SemiAnalysis’s Dylan Patel made the point on TBPN after Jensen Huang’s exit: “OpenAI has their own chip and has been working on it longer, but they’re 90 plus percent NVIDIA, whereas Anthropic is like one third or less NVIDIA.”

Anthropic buys much of its compute from Alphabet (GOOG) and Amazon (AMZN), and Broadcom (AVGO) helps design Alphabet’s TPUs. Anthropic is expected to start trading on the Nasdaq on Nov. 19. OpenAI is the one losing far more.

NVIDIA’s Biggest Lab Is Losing the Most

OpenAI’s third-quarter revenue rose about 50% to $10 billion, while its adjusted operating loss widened to $10.9 billion, according to investor documents reviewed by the Wall Street Journal. That’s an adjusted margin of negative 109%, from about negative 150%, CNBC’s Kate Rooney said on the Halftime Report.

Anthropic’s adjusted margin is about 15% positive, Rooney said, though its adjustments exclude items such as stock-based compensation. On a reported basis, Anthropic’s IPO filing shows a $567 million operating loss on $17 billion of third-quarter revenue.

Hyperscalers Still Carry the Numbers

NVIDIA has demand well beyond OpenAI. Management said in February that the top five cloud providers and hyperscalers make up a little over half of its data center revenue, though some of that capacity serves labs like OpenAI:

Bar chart from TIKR of Nvidia's revenue, actual and consensus estimates, $ billions, fiscal 2024-2028 (years to January).
NVDA Revenue, Actual and Consensus Estimates: 2024-2028 (TIKR)

Analysts expect revenue to climb from $216 billion in the year ended January 2026 to $896 billion in the year ending January 2029. With next year’s growth supply-limited, other buyers would likely take chips a strained OpenAI couldn’t.

NVIDIA Put Its Balance Sheet Behind OpenAI

The bigger exposure is support NVIDIA chose to give. It has guaranteed parts of the lease and power payments on OpenAI’s Ohio campus, capped at $105 billion, phasing in from 2028 and payable only if OpenAI defaults. NVIDIA is now expected to slow its AI investing and credit guarantees, the Information reported.

Pricing is at stake, too: a lab running most of its work on other chips can push back. NVIDIA’s gross margin has stayed in the 70s for three fiscal years:

Line chart from TIKR of Nvidia's gross margin (%), fiscal 2022-2026 (years to January).
NVDA Gross Margin: Fiscal 2022-2026 (TIKR)

Management expects it to bottom at 71% to 72% in the January 2027 quarter on memory costs.

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Broadcom Gains Where NVIDIA Doesn’t

NVIDIA committed up to $10 billion to Anthropic in November 2025 and has agreed to buy $10 billion of its stock alongside the IPO, but Anthropic still runs mostly on other chips, per Patel. Broadcom, which works with Google on TPUs, may have more to gain. Analysts expect its revenue to more than quadruple from fiscal 2025 to fiscal 2028:

Bar chart from TIKR of Broadcom's revenue, actual and consensus estimates, $ billions, fiscal 2023-2028 (years to October).
AVGO Revenue, Actual and Consensus Estimates: Fiscal 2023-2028 (TIKR)

Morgan Stanley estimates Alphabet will sell $84 billion of TPU systems to outside buyers in 2027, and Amazon says its chips business topped a $25 billion annual run rate by the second quarter.

Watch NVIDIA’s Receivables

OpenAI’s losses alone shouldn’t cut NVIDIA’s estimates. But NVIDIA’s guarantees sit behind the lab losing far more, while the lab with positive adjusted margins runs mostly on other chips, per Patel. That makes NVIDIA’s growth riskier than its estimates suggest.

NVIDIA reports on Nov. 17. Its receivables, and anything management says about financing the labs, will be the best read on whether lab funding pressure is reaching NVIDIA.

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Please note that the articles on TIKR are not intended to serve as investment or financial advice from TIKR or our content team, nor are they recommendations to buy or sell any stocks. We create our content based on TIKR Terminal’s investment data and analysts’ estimates. Our analysis might not include recent company news or important updates. TIKR has no position in any of the stocks mentioned. Thank you for reading, and happy investing!

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