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Repair Windows errors before they cause bigger problemsFix Now →Scan for outdated or missing drivers - takes under a minuteDriver Scan →OpenAI and NVIDIA announced a letter of intent for at least 10 gigawatts of NVIDIA systems, with NVIDIA saying it intended to invest up to $100 billion progressively as those systems were deployed. The first gigawatt was targeted for the second half of 2026. These are announced plans, not proof that the full capacity or investment has been delivered.
What did OpenAI and NVIDIA announce?
On September 22, 2025, the companies announced a multi-year infrastructure partnership centered on at least 10 gigawatts of NVIDIA systems for OpenAI. NVIDIA said it intended to invest up to $100 billion progressively as each gigawatt was deployed. The companies targeted the first gigawatt for the second half of 2026 using NVIDIA’s Vera Rubin platform.
The wording matters for anyone trying to understand the financial commitment: the announcement was a letter of intent, and “up to” is a ceiling, not a guaranteed payment. The stated investment was to be phased alongside deployment, rather than presented as a single upfront transfer. The announcement, as described by the companies, does not specify a final financing structure, valuation, or amount that would be invested at any particular date.
NVIDIA characterized its investment and infrastructure partnership as a “next leap forward.” That is the company’s description of its plan, not an independent assessment of the project’s economics or likely returns.
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What the headline figures do—and do not—tell you
Gigawatts describe power capacity, not dollars invested, chips delivered, or usable computing output by themselves. The announcements summarized here do not establish a consistent definition for every capacity figure—such as whether it refers to IT load or total facility power—so the numbers below should be read as company-announced project scales, not as directly comparable measures of operating compute.
| Announcement | Company-announced scale | Status and qualification |
|---|---|---|
| OpenAI–NVIDIA partnership, September 2025 | At least 10 GW of NVIDIA systems; NVIDIA intended to invest up to $100 billion progressively; first 1 GW targeted for the second half of 2026 | Letter of intent and forward-looking terms; the announcement does not establish that the full investment or capacity was delivered. |
| OpenAI U.S. infrastructure update, April 2026 | OpenAI said its goal of more than 10 GW of U.S. infrastructure had been surpassed and that more than 3 GW had been added in the previous 90 days | Company-reported status update; it is not an independent audit, nor does it mean the separate OpenAI–NVIDIA plan is complete. |
| OpenAI’s broader planned buildout, 2025 | Nearly 7 GW of planned capacity and more than $400 billion of planned investment over three years across five announced sites, Abilene, and ongoing CoreWeave projects | Company-announced plans covering a wider infrastructure program, not the NVIDIA partnership alone. |
| Additional U.S. Stargate capacity with Oracle, 2025 | Up to 4.5 GW of additional capacity; OpenAI said this would bring capacity with Abilene above 5 GW and run over 2 million chips | Announced plan. The capacity and chip figures are OpenAI’s statements, not independently verified operating results. |
| Stargate UAE, 2025 | Planned 1 GW Abu Dhabi cluster, with 200 MW expected to go live in 2026 | Target in the announcement, not confirmation that the capacity became operational. |
NVIDIA’s announcement expressly treats investment, timing, expected benefits, and related statements as forward-looking and subject to risks and uncertainties. A reader should therefore distinguish targets and intentions from completed deployment or investment.
How NVIDIA fits into Stargate and the wider buildout
Stargate is OpenAI’s broader infrastructure platform, not another name for the OpenAI–NVIDIA letter of intent. OpenAI has described a network of cloud, data-center, construction, energy, and finance partners. It named Microsoft, Oracle, and SoftBank among collaborators working on infrastructure with NVIDIA, while other announced projects involve Oracle, CoreWeave, and additional partners.
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OpenAI’s 2025 announcements described five new U.S. Stargate sites: Shackelford County, Texas; Doña Ana County, New Mexico; Lordstown, Ohio; Milam County, Texas; and a Midwest site in Wisconsin to be developed by Oracle with Vantage. The announcements also referred to a potential expansion at Abilene. These were planned or developing projects, not a statement that every site was operating.
OpenAI also announced Stargate UAE as its first international Stargate deployment, involving G42, Oracle, NVIDIA, Cisco, and SoftBank. The planned Abu Dhabi cluster and its 2026 initial-capacity target belong to that broader international program; they should not be counted as proof that the U.S. NVIDIA partnership’s first gigawatt was deployed.
What has been reported as operating?
There is a meaningful difference between an overall program target and a specific site’s reported status. In April 2026, OpenAI said its flagship Abilene, Texas site was operational on Oracle Cloud Infrastructure and ran NVIDIA GB200 systems. Oracle had previously said it began delivering the first GB200 racks there in June 2025 and that early training and inference workloads had begun.
Those company reports document progress at Abilene; they do not establish that all planned Stargate capacity is online, that the at-least-10-GW partnership target has been met, or that NVIDIA’s full intended investment has been made. The available announcements do not establish whether the separate first-gigawatt Vera Rubin target for the second half of 2026 was achieved.
Why data-center plans depend on more than GPUs
Compute capacity needs sites that can be powered, permitted, built, cooled, connected, and staffed. OpenAI has identified power availability, transmission, land, permitting, workforce, community support, and partner readiness as factors in site selection and development. A delay or constraint in any one of these areas can affect the schedule even when hardware is planned.
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A free scan shows the junk files, broken settings and background clutter dragging Windows down - then fixes them in one click.Free scan · Windows 10 & 11For a household or investor following the headlines, useful questions when comparing project announcements include:
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- Is the figure announced capacity, capacity under construction, or capacity reported operating?
- Does the source explain whether capacity means IT load, total facility power, or another measure?
- Which hardware generation is named, and is its deployment a target or a completed milestone?
- Are power supply and transmission, land, permits, and construction readiness described?
- Are cloud, construction, energy, and operations partners identified?
- What cooling approach and water estimate are reported, and by whom?
- What workforce or community commitments are included, and are they targets or delivered outcomes?
What OpenAI says about Abilene’s water use
OpenAI says Abilene uses closed-loop cooling: after the system’s initial fill, water is recirculated through sealed pipes. The company estimates that annual cooling water use at full buildout will be comparable to that of a medium-sized office building, or about four average households.
That is OpenAI’s description and estimate, not an independent environmental assessment. It is also an estimate for full buildout, not a measured figure for current operations. The cited company statements do not provide a site-wide independent water audit or a basis for treating this estimate as representative of every Stargate facility.
Independent reader supportYour contribution helps us test, update, and keep practical guides available for everyone.What this means for personal finances
The announcement is about corporate infrastructure and a prospective NVIDIA investment tied to deployment. It does not announce a consumer investment product or give households a way to invest directly in the data-center partnership. The headline amount should not be treated as revenue, a guaranteed return, a committed upfront payment, or evidence that either company’s future financial performance is assured.
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For personal-finance decisions, keep three categories separate: the companies’ stated intentions, reported project progress at named sites, and financial outcomes that have not been established by those announcements. NVIDIA’s forward-looking-statement warning is especially relevant to announced timing, expected benefits, and investment plans.
What remains uncertain
The companies’ announcements establish what they planned and what OpenAI later reported about specific infrastructure. They do not independently verify every capacity, investment, job, water-use, or schedule figure, and they do not establish that all planned sites or milestones were completed. OpenAI and NVIDIA’s September 2025 announcement itself warns that investment, timing, and expected benefits may be affected by risks and uncertainties.
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