Data centers are increasingly using simple-cycle gas turbines, which are less efficient and produce more emissions than standard grid-connected power plants.
Based on reporting by Wired. Research, structure, and fact-checking by Groundwork.

Data centers are increasingly deploying simple-cycle gas turbines for rapid power access, which are significantly less efficient than grid-standard combined-cycle plants. This leads to higher greenhouse gas emissions per unit of energy produced. Future digital infrastructure transparency should focus on the specific generation technology used rather than just PUE metrics.
“The industry's reliance on simple-cycle turbines reflects a prioritization of deployment speed over thermal efficiency. This creates a structural conflict between the immediate demand for AI compute power and long-term carbon reduction targets.”
Simple-cycle turbines burn fuel to generate power but lose significant energy through waste heat. Combined-cycle turbines add a steam component to capture that waste heat, converting it into additional electricity, which significantly improves fuel efficiency and lowers emissions.
Data centers prefer simple-cycle turbines because they are faster to install, easier to operate, and provide the flexible, high-capacity power needed to support rapid scaling of AI and cloud computing workloads.
Yes, these plants must comply with local and national environmental regulations. However, their permit applications often reveal high emission thresholds, and they are permitted to operate under standards that allow for higher pollution levels than traditional utility-scale power plants.
Achieving net-zero while relying on fossil-fuel-burning simple-cycle turbines is difficult. Companies often attempt to balance this by investing in renewable energy projects elsewhere or using carbon offsets, though the on-site generation remains a direct source of greenhouse gas emissions.
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