Power in
How AI Campuses Get Power
Every Energy page answers one question for one way of powering an AI campus: how fast it arrives, how firm it is, who pays and what it costs the grid.
- Speed decides most choices. Grid connections take years, new gas turbines are sold out to 2030, and fuel cells arrive in months, so many campuses start on onsite power and connect to the grid later.
- Firmness decides the rest. Training runs need power around the clock; wind and solar enter through batteries, gas firming or utility contracts.
- Who pays is the policy fight. Utilities from Louisiana to Ohio now bill data centers for plants built for them; capacity prices in PJM hit their cap three auctions running.
Water and cooling are covered on the Cooling pages.
Energy models
Eleven Ways to Power and Manage an AI Campus
- Utility grid
- Onsite gas
- Nuclear and fuel cells
- Geothermal and hydro
- Management
| Page | Flagship | Time to power | Firmness | What it shows |
|---|---|---|---|---|
| Grid-Tie | Entergy's gas plants for Meta Hyperion | Years: queues run to 2029 and beyond | Firm | Utilities now bill data centers for plants built for them |
| Onsite Gas | Colossus turbines, Memphis and Southaven | Months for mobile units; 3-5 years for new turbines | Firm | Fast, but permits and lawsuits follow |
| Nuclear | Crane restart for Microsoft | 2027 for restarts; 2030s for new reactors | Firm | Over 10 GW contracted; little arrives before 2027 |
| Hydrogen and Fuel Cells | Bloom Energy; Data City | Months | Firm | Fastest onsite power, on natural gas |
| Solar and Wind | Goodnight wind and Crusoe campus, Armstrong County, TX | Fast where already built; federal credits end for new projects | Variable; needs firming | Campuses move behind West Texas wind farms' meters |
| Geothermal | Fervo Cape Station, Utah | 2026-2030, in the West | Firm | Google's 396 MW is the largest enhanced geothermal deal |
| Hydro and Cold Climate | Quincy and Grant County PUD | Limited by transmission to 2029 | Firm, but allocated | Cheap dam power is now rationed |
| Microgrids | GW Ranch, Pecos County, Texas | First power 2027 | Firm if built N+X | Skips the grid queue, not the air permit |
| Battery Storage | Colossus Megapacks, Memphis | Months | Hours | Smooths training swings and lets campuses drop off the grid on call |
| Energy Orchestration | Google's 1 GW of flexible load | Contract terms | Curtailable | A little flexibility frees a lot of grid |
| Heat Reuse | Microsoft and Fortum, Helsinki region | From 2027 | n/a | Waste heat sold into district heating |
Context
Demand and Efficiency
- Scaling Data Center Energy: data centers use about 4.5% of US electricity, heading for 9-17% by 2030; queues and capacity prices.
- Resource Usage (PUE): industry PUE of 1.52 against about 1.1 at hyperscale, rising emissions and new reporting rules.
For Texas sites, see Behind-the-Meter Power on AustinIO.
Record
Dataset Record
- Dataset
- Index of energy models with flagship sites; data on each linked page
- Sources
- Listed on each Energy page
- Last verified
- October 2026