--- title: "Nvidia backed its own AI customers with more than $170 billion; 81% run GPUs at half capacity" description: "The Information counts more than $170 billion of Nvidia commitments behind its own customers, Huang says only working capital is missing, and 81% of production AI operators run their GPUs at half capacity. The market spent Thursday pricing who pays." publisher: "The Inference" section: "Chips" published: 2026-10-23T14:15:25.727Z modified: 2026-10-23T14:15:25.727Z canonical: https://theinference.org/article/nvidia-backed-its-own-ai-customers-with-more-than-170-billion-81-run-gpus-at-half-capacity language: en keywords: "Nvidia, Neoclouds, GPU Economics, OpenAI, CoreWeave" --- # Nvidia backed its own AI customers with more than $170 billion; 81% run GPUs at half capacity > The Information counts more than $170 billion of Nvidia commitments behind its own customers, Huang says only working capital is missing, and 81% of production AI operators run their GPUs at half capacity. The market spent Thursday pricing who pays. The chipmaker that sells the shovels has become the bank. [The Information's read of Nvidia's filings](https://thenextweb.com/news/nvidia-170bn-neoclouds-firmus) puts more than $170 billion on the line for neoclouds and other large customers through the July quarter: up to $164.5 billion in guarantees, including promises to pay landlords if tenants default, plus more than $7 billion invested directly in AI cloud providers [1]. [Nvidia](https://theinference.org/markets/companies/nvidia) also holds $99 billion of stock in companies that buy its chips [1]. ## The market voted on who pays Investors answered the question this week. On Thursday October 22, Nvidia fell 4.40% to $212.21, erasing roughly $235 billion of value, and the Philadelphia Semiconductor Index dropped 6.72% [3]. [CoreWeave](https://theinference.org/markets/companies/coreweave) sank 10.1% to $55.60 and [IREN](https://theinference.org/markets/companies/iren) 8.4% to $25.51, [both 2026 closing lows](https://www.openingbelldailynews.com/p/coreweave-iren-nebius-stock-down-today-oct-22-2026) [4]. [Nebius](https://theinference.org/markets/companies/nebius) fell 7.2% even after announcing a $3.5 billion financing facility from [Citi](https://theinference.org/markets/companies/citigroup) [4]. [Jensen Huang](https://theinference.org/markets/people/jensen-huang)'s counter-argument, made on CNBC at GTC Berlin: demand for neoclouds is "off the charts," and "what is missing in the middle is the working capital to fuel that growth." The debt, he said, "is now becoming an asset class" [1][3]. ## The customers' GPUs are half idle [A VentureBeat Intelligence survey of 102 infrastructure buyers](https://venturebeat.com/infrastructure/nvidia-is-pitching-ai-factories-but-81-of-companies-say-their-gpus-run-at-half-capacity-or-less) complicates that pitch [2]. Of 68 companies running AI in production, 55, or 81%, reported average GPU utilization of 50% or less, and 91% of planned adopters have no finance-reviewed ROI figure for the infrastructure they already own [2]. *Chart: **Nebius still leads 2026 at plus 90% while CoreWeave and IREN sit at minus 22% and minus 33%** Bars ranking 2026 year-to-date share performance for Nebius, CoreWeave, Applied Digital and IREN as of October 22, 2026.* *Year-to-date share performance as of October 22, 2026, per Opening Bell Daily. Nebius is up 90.1% for the year despite falling 7.2% that day. [4]* Nvidia's own books show the stakes. [Supply and capacity commitments hit $279 billion](https://www.tradingkey.com/analysis/stocks/us-stocks/262235232-nvidia-stock-forecast-huang-neocloud-funding-chip-selloff-206-support-october-23-2026-tradingkey) as of July 26, up from $119 billion a quarter earlier [3]. Its maximum guarantee exposure is $108.5 billion, but $105 billion of that sits in SB Energy Ohio campus leases for [OpenAI](https://theinference.org/markets/companies/openai); only $3.5 billion is AI leases [3]. When the guarantees are called, the bill routes through one tenant more than any neocloud [3]. ## A float pension funds declined, Nvidia still funds Firmus is the model in miniature: the Australian cloud pulled its ASX float after failing to sell a $30 billion valuation, having sought $5.5 billion [1]. Nvidia, already an investor, is now in talks to put in hundreds of millions more [1]. The supplier financing its own demand, at valuations pension funds declined, is the loop to watch. The November 18 earnings print shows how much of the "off the charts" demand Nvidia itself carries [1]. Deep dive below for the filings behind each figure. ## Takeaway Nvidia has more than $170 billion of guarantees, investments and commitments behind customers who buy its chips, while 81% of production AI operators report GPUs running at half capacity or less; Thursday's selloff in Nvidia and the neoclouds priced who pays when that loop tightens. ## Sources 1. [TNW, Nvidia has put $170bn on the line for neoclouds (citing The Information and Business Insider), 2026-10-23](https://thenextweb.com/news/nvidia-170bn-neoclouds-firmus) 2. [VentureBeat, Nvidia is pitching AI factories, but 81% of companies say their GPUs run at half capacity or less, 2026-10-22](https://venturebeat.com/infrastructure/nvidia-is-pitching-ai-factories-but-81-of-companies-say-their-gpus-run-at-half-capacity-or-less) 3. [TradingKey, Nvidia Stock Forecast: Huang's Neocloud Funding Remarks Push NVDA Into the $206.89 Demand Zone, 2026-10-23](https://www.tradingkey.com/analysis/stocks/us-stocks/262235232-nvidia-stock-forecast-huang-neocloud-funding-chip-selloff-206-support-october-23-2026-tradingkey) 4. [Opening Bell Daily, Why are CoreWeave and IREN stock down today: New 2026 lows, 2026-10-22](https://www.openingbelldailynews.com/p/coreweave-iren-nebius-stock-down-today-oct-22-2026) --- Nvidia backed its own AI customers with more than $170 billion; 81% run GPUs at half capacity — The Inference. Canonical: https://theinference.org/article/nvidia-backed-its-own-ai-customers-with-more-than-170-billion-81-run-gpus-at-half-capacity