AI Data Centers Fueling Surge in On-Site Gas Turbines

New AI infrastructure buildout drives increased use of natural gas power generation at data centers

Published on Feb. 27, 2026

The scale of AI infrastructure buildout is staggering, with nearly 4,000 data center projects currently under construction globally representing over $1.2 trillion in value. To power this growth, natural gas turbines are increasingly being deployed as behind-the-meter solutions, with estimates suggesting more than 25% of new facilities above 500 MW will generate their own power this way by 2030, up from just 1% today.

Why it matters

The shift towards on-site natural gas power generation at large data centers signals a fundamental change in how power is sourced, sited, and contracted for the tech industry's rapidly expanding AI infrastructure. This trend has significant implications for energy policy, grid resilience, and the environmental impact of the data center sector.

The details

High-profile examples of this trend include Meta's Louisiana hyperscale campus using H-class turbines, the Oracle/OpenAI Stargate project in Abilene combining gas turbines from GE Vernova and Solar Turbines, and Elon Musk's xAI ordering up to 60 gas turbines for its Memphis supercomputer facility.

  • The scale of AI infrastructure buildout is currently staggering, with nearly 4,000 data center projects under construction globally.
  • Estimates suggest more than 25% of new data center facilities above 500 MW will generate their own power via on-site gas turbines by 2030, up from just 1% today.

The players

Meta

A major technology company that is building a hyperscale data center campus in Louisiana using on-site natural gas turbines.

Oracle

A leading enterprise software and cloud computing company that is partnering with OpenAI on the Stargate project in Abilene, Texas which combines gas turbines from GE Vernova and Solar Turbines.

Elon Musk

The CEO of xAI, a company that has ordered up to 60 gas turbines for its supercomputer facility in Memphis.

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The takeaway

The surge in on-site natural gas power generation at large data centers represents a significant shift in how the tech industry is sourcing and managing its rapidly growing energy needs to support AI infrastructure. This trend has major implications for energy policy, grid resilience, and the environmental impact of the data center sector.