AI data-center developers are building their own gas plants to dodge the grid entirely

The AI boom has a power problem, and the industry’s solution is to stop waiting for the grid altogether. Data-center developers are increasingly building their own natural gas plants on-site, a strategy known as “behind-the-meter” generation that lets them sidestep years-long utility connection queues.

At least 46 data centers are now pursuing this approach, with a combined capacity target of 56 GW. To put that in perspective, 56 GW is roughly enough to power 42 million homes.

The players going off-grid

The biggest names in AI are leading the charge. Elon Musk’s xAI is running on-site gas turbines at its Colossus data-center sites. OpenAI’s Stargate project in West Texas aims for over 1 GW of capacity with natural gas supplementation. Meta has struck multiple deals with Williams, a pipeline company that has pivoted aggressively into direct power provision.

Texas is the epicenter of this buildout. The state accounts for roughly 80.6 GW of gas-fired power capacity currently in development. Of that, about 40 GW is targeted directly at data centers. Nearly half of all new Texas power plants will serve data centers specifically.

The trend isn’t limited to Texas, though. In Ohio, the Apollo data-center facility received fast-tracked approval in under three months, a timeline that caught local residents off guard. And in April 2026, crypto-mining firm MARA Holdings announced a $1.5 billion acquisition of Long Ridge Energy in Ohio, which includes a 505 MW gas plant and over 1,600 acres earmarked for AI and data-center expansion.

Why the grid can’t keep up

The US electric grid was not designed for a world where a single data center might consume as much power as a small city. Grid interconnection queues now stretch for years, with developers in some regions facing wait times of five years or more.

US gas-fired power capacity in development nearly tripled in 2025 to approximately 252 GW. More than a third of that capacity is already linked to data centers.

Communities push back

The Ohio Apollo facility is a flashpoint. Its approval sailed through in under three months, a pace that residents say left little room for public input or environmental review.

Environmental groups have flagged a broader concern: locking in decades of fossil fuel infrastructure at precisely the moment when the energy transition is supposed to be accelerating. Each new gas plant represents a 20-to-30-year commitment to burning natural gas.

For energy investors, the near-term signal is unmistakable. Companies positioned in gas-fired generation, turbine manufacturing, and pipeline infrastructure are seeing demand that would have seemed implausible five years ago. GE Vernova, which builds the gas turbines powering many of these facilities, is riding a surge in orders driven by this exact dynamic.

The MARA Holdings deal offers a window into how crypto and AI infrastructure are converging. A $1.5 billion acquisition of a gas plant with over 1,600 acres for expansion is not a hedge. It’s a bet that compute-intensive industries will keep demanding dedicated, on-site power for years to come.

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