OpenAI Stargate started as one giant number: $500 billion over four years for AI infrastructure in the United States, with $100 billion deployed immediately. Fifteen months later, OpenAI said it had already passed its 10 GW U.S. capacity goal. The largest dated, delivered figure anyone has published is far smaller: 618 MW across six buildings in Abilene, Texas.

That gap between contracted and delivered capacity is the real story of Stargate. This full guide covers what Stargate is today, the Abilene flagship, every announced U.S. site, how the money works, the NVIDIA, AMD and Broadcom chip deals, the power plans, the international projects and the honest limits, all as of October 18, 2026.

If you care most about the electricity side, keep Inside Deep Tech's behind-the-meter generation guide open alongside this one.

Last updated: October 18, 2026.

Key Takeaways

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Inside Deep Tech's take: Stargate is real where Oracle and Crusoe have poured concrete in Abilene. Almost everywhere else it is a set of leases, power contracts and letters of intent with 2027 and 2028 dates. Judge it by megawatts delivered, not gigawatts announced.

What OpenAI Stargate actually is in 2026

The January 2025 launch described Stargate as a new company, with SoftBank holding financial responsibility, OpenAI holding operational responsibility and Masayoshi Son as chairman. The initial equity funders were SoftBank, OpenAI, Oracle and MGX. The technology partners were Arm, Microsoft, NVIDIA, Oracle and OpenAI.

That structure didn't survive contact with the build. By September 2025, OpenAI was describing Stargate as its overarching AI infrastructure platform, and sites were being signed deal by deal: Oracle-developed campuses on one track, SoftBank and SB Energy campuses on another.

Here's why that matters. When a headline says "Stargate," it can mean an Oracle lease, a SoftBank-affiliated developer, a chip supply agreement or an OpenAI for Countries project abroad. Each one has a different counterparty, financing model and risk.

Who does what

OpenAI Stargate by the numbers

MetricFigureDate
Original commitment$500 billion over four yearsJan 21, 2025
Planned capacity after five new sitesNearly 7 GW and over $400 billion over three yearsSept 23, 2025
Planned capacity after MichiganOver 8 GW and more than $450 billionOct 30, 2025
U.S. planned capacityMore than 10 GW, with 3 GW+ added in 90 daysApr 29, 2026
Abilene capacity delivered618 MW, six of eight buildings, 75%Sept 10, 2026
GPUs delivered at Abilene in one quarter131,000Oracle fiscal Q1 2027
OpenAI compute spend projected through 2030About $750 billion, up from about $600 billionOct 14, 2026

Source: OpenAI's Stargate site announcement, OpenAI's April 2026 compute update, Oracle's fiscal Q1 2027 earnings call and DatacenterDynamics.

Read those rows carefully. The first four measure plans. Only the Abilene rows measure hardware a customer has actually accepted.

The Abilene flagship: Stargate's only campus at scale

Abilene is where Stargate became physical. Lancium owns the land and electrical infrastructure, Crusoe built and operates the data center buildings, and Crusoe's customer is Oracle, which runs the capacity on Oracle Cloud Infrastructure for OpenAI.

Crusoe's first phase was two 100 MW buildings energized in under one year, and the second phase adds six more buildings to reach 1.2 GW. Crusoe told Abilene officials the eight buildings cover about 4 million square feet, with roughly 9,000 craft workers on site every day and construction running through the first quarter of 2027.

The delivery pace is the headline. On its September 10, 2026 call, Oracle said it delivered 131,000 GPUs at Abilene in its fiscal first quarter, 1.9 times the prior quarter, and that six of eight buildings, 618 MW and 75% of total capacity, are now with the customer. Oracle added that customer acceptance has compressed to 24 hours.

That's fast by any standard.

What Abilene has trained

OpenAI says GPT-5.5 was trained at Abilene on NVIDIA GB200 systems, and Oracle says GPT-6 Astra, released in September 2026, was trained there too. That's the strongest evidence that Stargate capacity is doing frontier work, not just filling press releases. For how those racks are built, see Inside Deep Tech's GB200 NVL72 full guide.

Cooling and water

Abilene uses closed-loop liquid cooling. OpenAI says the one-time fill for each building is roughly two Olympic-sized swimming pools, and annual water use for the whole cooling system at full buildout should be comparable to about four average households. The data center liquid cooling full guide explains why sealed direct-to-chip loops make numbers like that possible.

The expansion that went to Microsoft

Abilene was supposed to get bigger. OpenAI's September 2025 update listed a potential 600 MW expansion near the flagship site. That plan was dropped in 2026, and Tom's Hardware reported failed financing talks and a late power date as the reasons.

Crusoe then announced a separate 900 MW campus next door for Microsoft, with two buildings of 336 MW of critical IT load each, an on-site power plant and first energization in mid-2027. The whole Abilene site is now projected at 2.1 GW, but only 1.2 GW of it is Stargate.

Every announced U.S. Stargate site and its status

Beyond Abilene, OpenAI has announced six more Stargate campuses with Oracle and SoftBank, plus two 2026 projects that extend the same compute program: PORTS-Pike in Ohio and Project Camellia in Georgia. Here's where each one stands as of October 18, 2026, based on company statements and the latest reporting.

SiteDeveloper / partnerPlanned capacityStatus (Oct 2026)
Abilene, TexasCrusoe, Lancium, Oracle1.2 GWSix of eight buildings delivered
Shackelford County, Texas (Frontier)Vantage, Oracle1.4 GW, 10 buildings, $25 billion+Oracle's next gigawatt-scale campus; first building targeted for 2H 2026
Doña Ana County, New Mexico (Project Jupiter)Blue Owl-backed developer, Oracle2.45 GW design2028 target; force majeure notice in Sept 2026
Port Washington, Wisconsin (Lighthouse)Vantage, OracleClose to 1 GW, four data centers, $15 billion+Completion scheduled for 2028
Saline Township, MichiganRelated Digital, OracleMore than 1 GWConstruction expected to start early 2026
Milam County, TexasSB Energy1.2 GW leaseUnder construction; SB Energy expects its first facilities in service from 2026
Lordstown, OhioSoftBankShares 1.5 GW with MilamTargeted to be operational in 2026
Pike County, Ohio (PORTS-Pike)SB Energy, NVIDIA, DOEAbout 8 GW-ITFirst 800 MW in 2028, buildout through 2032
Effingham County, Georgia (Project Camellia)OpenAI-designed3.2 GW power contractPower phased in from 2028 to 2032

Source: OpenAI site announcements, Vantage, OpenAI on PORTS-Pike, OpenAI on Project Camellia and TechCrunch on Project Jupiter. Capacity figures mix campus power, IT load and utility contracts, so don't add them together.

Add the rows up anyway and you get well past 10 GW. That's the number OpenAI cites. The dates tell a different story: outside Abilene, most first power lands in 2027 or 2028, and the two biggest blocks run to 2032.

Oracle confirmed as much on its September call: none of Shackelford, New Mexico, Wisconsin or Michigan delivered capacity in its fiscal first quarter, even though Oracle delivered 850 MW of AI capacity across its fleet in that quarter.

How OpenAI Stargate is financed

The $500 billion headline implied a single SoftBank-funded vehicle. In practice, the money flows through three channels.

1. Partner balance sheets and leases

Oracle's agreement with OpenAI covers up to 4.5 GW and exceeds $300 billion over five years. Oracle funds much of the build itself: in its fiscal first quarter it spent $28 billion on capex, posted negative free cash flow of $5 billion and completed a $20 billion at-the-market equity issuance.

SoftBank's track runs through SB Energy. At PORTS-Pike, SB Energy will build, own and operate the campus under a 20-year lease, OpenAI pays only as completed capacity becomes available, and NVIDIA will invest $1.5 billion in SB Energy plus credit support for the first 4.25 IT-GW.

2. OpenAI's own capital

OpenAI closed a $122 billion round at an $852 billion post-money valuation on March 31, 2026, anchored by Amazon at up to $50 billion, NVIDIA at $30 billion and SoftBank at $30 billion. It says it's generating $2 billion in revenue per month, but CNBC notes the company is still burning cash and isn't profitable.

3. Supplier financing and circular deals

Several deals send money in a loop. NVIDIA invests in OpenAI, and OpenAI buys NVIDIA systems. AMD granted OpenAI a warrant for up to 160 million AMD shares that vests as deployments scale. NVIDIA backs SB Energy, which leases PORTS-Pike to OpenAI, and that campus will exclusively host NVIDIA AI compute.

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Circular deal check: when a supplier funds its own customer, demand can look stronger than end-user cash flow justifies. That doesn't make the deals fake. It means the real test is whether OpenAI's revenue keeps pace with lease payments as each building comes online.

The chips: NVIDIA, AMD and Broadcom deals behind Stargate

OpenAI denominates its chip deals in gigawatts, not units. That's a useful tell: power, not silicon, is the binding constraint.

Source: OpenAI and NVIDIA, OpenAI and AMD, OpenAI and Broadcom, AMD's July 2026 update and OpenAI's Jalapeño announcement.

The NVIDIA letter of intent was never a contract. Jensen Huang said in March 2026 that the full $100 billion investment was probably not in the cards, and NVIDIA's $30 billion stake in the March round took its place. NVIDIA still supplies most of the fleet: OpenAI says its training fleet and the majority of its inference stack run on NVIDIA GPUs.

Oracle expects to deliver its first Vera Rubin systems to customers in its fiscal second quarter, which ends in November 2026. For the hardware itself, read Inside Deep Tech's Vera Rubin NVL72 full guide and the AMD Instinct MI350 guide, which covers the generation before MI450.

Inside Deep Tech's take: Vera Rubin, MI450 and Jalapeño all target the same late-2026 window. Expect at least one to slip, and expect that slip to show up as finished Stargate halls waiting for racks.

Inside a campus this size, the network is a bill-of-materials line of its own. Inside Deep Tech's optical circuit switching guide explains how Google rewires spines and TPU pods with light instead of another tier of packet switches.

Power: where Stargate's electricity comes from

Every Stargate site solves power differently, and power now sets the calendar more than chips do.

The pattern is clear. The fastest sites reuse existing grid capacity. The biggest sites need new generation, which means air permits, pipelines and utility commission approvals. Inside Deep Tech's behind-the-meter generation guide compares gas turbines, fuel cells, batteries and nuclear for exactly this problem.

Further out, fusion is the longest-dated firm-power option for AI campuses. The Helion Energy full guide covers the Microsoft power purchase agreement and the Orion plant targeting initial operations in 2028, and the Oklo Aurora guide covers advanced fission on a similar horizon.

Stargate international: UAE, Norway, UK and what's left

OpenAI exported the brand through its OpenAI for Countries program. The results so far are mixed.

International Stargate depends on cheap power and a committed anchor customer. Where either was missing, OpenAI chose to rent from Microsoft or wait.

Announced vs built: the honest limits of OpenAI Stargate

First, capacity claims mix units. OpenAI's 10 GW figure counts planned capacity across campus power, IT load and utility contracts. Oracle's 618 MW at Abilene is accepted capacity. They aren't the same thing.

Second, schedules are wobbling at the edges. Oracle sent a force majeure notice on Project Jupiter in September 2026, which would let it defer payments if the site misses 2028, while saying the project remains on schedule.

Third, OpenAI is retreating where the economics don't work. It walked away from the Abilene expansion, its Norway offtake and, for now, Stargate UK.

Fourth, leadership keeps turning over. In October 2026, OpenAI put former xAI executive Uday Ruddarraju in charge of Stargate, replacing Sachin Katti, who took over the effort in March. DCD reports that in-house data center projects remain slow to come online.

Fifth, the bill is enormous relative to revenue. OpenAI projects about $750 billion of compute spending through 2030, against about $2 billion of monthly revenue as of March 2026. That's a bet on growth, not a funded plan.

Sixth, local opposition is real. Project Jupiter has drawn opposition from residents and environmental groups, and new sites now arrive with water, rate and tax pledges, like OpenAI's $80 million community commitment in Georgia.

Inside Deep Tech's take

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Inside Deep Tech's take: OpenAI Stargate is the most important AI infrastructure program in the world and also the most overstated. Abilene proves the model can work at gigawatt scale. Everything after it depends on gas pipelines, air permits, Rubin and MI450 ramp dates, and OpenAI's ability to keep raising capital. Treat 2027 deliveries at Shackelford, Milam and Wisconsin as the real test.

Who should care most? If you sell power equipment, cooling, construction services or GPUs, Stargate's contracted pipeline is real demand, but it pays on delivery dates that can move. If you're an investor, watch accepted megawatts and lease start dates, not announced gigawatts.

What to watch next

Five checkpoints will tell you whether Stargate stays on track:


FAQ

What is OpenAI Stargate?

OpenAI Stargate is OpenAI's program for building gigawatt-scale AI data centers. It began as a $500 billion joint venture plan with SoftBank, Oracle and MGX and now covers OpenAI's leases, chip deals and international projects.

Where is the Stargate data center?

The flagship is in Abilene, Texas, where Oracle has delivered six of eight buildings. Other announced U.S. sites are in Shackelford and Milam counties in Texas, Doña Ana County in New Mexico, Lordstown and Pike County in Ohio, Port Washington in Wisconsin, Saline Township in Michigan and Effingham County in Georgia.

How much power does Stargate use?

OpenAI says it has more than 10 GW of planned U.S. capacity. Delivered capacity is much smaller: Abilene had 618 MW in customer hands as of September 2026.

Who is paying for Stargate?

Mostly partners and OpenAI's investors. Oracle funds Oracle-developed sites under a deal that exceeds $300 billion, SB Energy builds the SoftBank-track campuses, and OpenAI raised $122 billion in March 2026.

Is Stargate behind schedule?

Abilene is close to plan, but other sites face delays. Oracle sent a force majeure notice on New Mexico's Project Jupiter, and OpenAI paused Stargate UK.

What chips does Stargate use?

Mostly NVIDIA today. Abilene runs NVIDIA GB200 systems, and OpenAI has deals for 6 GW of AMD GPUs and 10 GW of OpenAI-designed Broadcom accelerators.

The bottom line

The next 12 months decide whether Stargate becomes a fleet or stays a flagship. If you're planning power, cooling or capacity around AI campuses, watch Shackelford and Milam in 2027 more closely than any new gigawatt announcement.

For the power side of that question, start with Inside Deep Tech's behind-the-meter generation guide.

Behind-the-Meter Generation for AI Data Centers: A Full Guide
Gas turbines, fuel cells, batteries and SMRs for AI campuses, the interconnection queue reality, and what ships in 2026 to 2027 versus later.

Austin Heaton

Austin Heaton is an AI strategist and advisor to senior executives at high-growth and billion-dollar technology companies. He works with leadership teams on AI strategy, operating-model transformation, and enterprise adoption.

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