AI Data Center Developers Build On-Site Gas Plants to Bypass the Grid
June 22, 2026
AI Data Center Developers Build On-Site Gas Plants to Bypass the Grid
The rapid expansion of artificial intelligence is creating an unprecedented demand for electricity, and data center developers are increasingly taking matters into their own hands. Rather than waiting years for grid connections, a growing number of companies are constructing natural gas power plants directly at their facilities, a practice known as "behind-the-meter" generation. This shift is reshaping the energy landscape and raising questions about the pace of fossil fuel infrastructure buildout.
At least 46 data centers are now pursuing on-site natural gas generation, with a combined capacity target of 56 gigawatts. To put that scale into context, 56 GW is enough to power roughly 42 million homes. The trend is led by major AI players. Elon Musk’s xAI is already operating gas turbines at its Colossus data center sites, while OpenAI’s Stargate project in West Texas aims for over 1 GW of capacity with natural gas supplementation. Meta has also struck multiple deals with pipeline company Williams, which has pivoted aggressively into direct power provision.
Texas has emerged as the epicenter of this buildout, accounting for approximately 80.6 GW of gas-fired power capacity currently in development. Of that, about 40 GW is directly targeted at data centers, meaning nearly half of all new Texas power plants will serve these facilities. However, the trend is spreading beyond the Lone Star State. In Ohio, the Apollo data center facility received fast-tracked approval in under three months, a timeline that caught local residents off guard. 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.
The underlying driver is the inability of the U.S. electric grid to keep pace with the explosive growth in power demand. The grid was not designed to handle a single data center consuming as much electricity as a small city, and interconnection queues now stretch for years, with some developers facing wait times of five years or more. As a result, U.S. gas-fired power capacity in development nearly tripled in 2025 to approximately 252 GW, with more than a third already linked to data centers.
This rapid buildout is not without controversy. The Apollo facility in Ohio has become a flashpoint, with residents complaining that its approval 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 is a bet that compute-intensive industries will keep demanding dedicated, on-site power for years to come.
Source: cryptobriefing
