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Do data centers raise your electricity bill? What the evidence shows

Do data centers raise electricity bills? PJM auction data, national price studies, state prices and large-load tariffs, with what each shows and what it cannot.

By SpeziaPublished Updated Data as of 8 min read

The short answer

The studies measure different things, so they do not give one answer. In PJM, a grid operator in the eastern United States, its independent market monitor attributes $29.4 billion, or 46.2%, of capacity charges over four auctions to data center load. Those are wholesale charges from a model, not household bills. A national study of retail prices found load growth linked to lower average prices in most states and named gas prices, wires and storms as other drivers. Whether new tariffs protect households is disputed.

  • PJM's market monitor attributes $29.4 billion, 46.2% of capacity market charges over four auctions, to data center load, using a model of the auctions without it.
  • That is a wholesale charge, not a retail bill. PJM said the 2026/27 price, which came in at the cap, would mean a 1.5% to 5% increase in some customers' bills, depending on how utilities and states pass on costs.
  • A national study of all-sector prices after inflation, 2019 to 2025, found load growth linked to falling average prices in most states, and named gas, PJM capacity prices, wires, generation spending and storms as drivers of 2025's rise. The link for households is less clear.
  • A Nature Energy study published November 9, 2026 estimated that data centers added more than 10% to wholesale prices in the most exposed hubs by 2025, according to its abstract.
  • U.S. residential prices averaged 17.23 cents per kilowatt-hour in 2025, and were 18.16 cents in August 2026, 3.4% above August 2025.
  • States are writing large-load tariffs to make data centers pay, and researchers disagree on whether they go far enough.

What does the evidence from PJM show?

PJM is the grid operator for much of the eastern United States. It runs an annual auction in which power plants are paid to be available years ahead, called the capacity market. Prices in those auctions have risen sharply, and PJM's independent market monitor says data centers are the main reason.

Delivery yearClearing price, dollars per megawatt-dayAttributed to data center load by the monitorShare of the auction's charges
2025/26$269.92$9.33 billionAbout 64%, by Spezia's division
2026/27$329.17$7.27 billion45.1%
2027/28$333.44$6.50 billion39.6%
2028/29$325.00$6.3 billion38.2%

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For context, the price for 2024/25 was $28.92, so the 2025/26 price was about nine times higher. The price has sat at or near a cap agreed with governors and regulators since the 2026/27 auction. Across the four auctions, the monitor attributes $29.4 billion, which is 46.2% of the $63.6 billion in capacity charges.

Four points change how to read this.

  • It is a model, not a measurement. The monitor reruns each auction with a load forecast that leaves out existing and forecast data center load, and reports the difference.
  • The monitor has a position. It says data center load should be taken out of the capacity market and bought through its own auction.
  • PJM names several causes. For 2026/27, PJM said its forecast peak load rose by more than 5,400 megawatts, driven largely by data center growth, electrification and economic growth.
  • Different percentages are not a conflict. About 40% is the data center share of total charges. A figure such as 65.5% is how much higher charges were than in the no-data-center case.

The monitor also says not all of the increase in capacity costs came from data centers. For the first half of 2026, the wholesale cost of power in PJM averaged $114.50 per megawatt-hour, against $76.16 a year earlier. Energy was up 47.7% and capacity up 207.1%. By the monitor's calculation, data center effects on capacity added $11.11 to the first-half price, and most of the rest of the rise was in the energy component.

These are wholesale charges across a region. They are not household bills. PJM said the 2026/27 price, which came in at the cap, would translate to a year-over-year increase of 1.5% to 5% in some customers' bills, depending on how utilities and states pass on wholesale costs. It also said wholesale capacity is a relatively small part of retail bills. In later releases it said load that is hedged through self-supply or bilateral contracts is not exposed to the clearing prices. It did not split the bill range by cause.

What do national studies say about prices?

A widely read national study is the Lawrence Berkeley National Laboratory and Brattle's 2026 update, funded by the Department of Energy. Its authors say it is not definitive, covers prices and not bills, and does not predict the future.

  • Prices. All-sector average retail prices rose 5.3% in 2025 before inflation, or 2.6% after inflation. Residential prices rose 5.0% before inflation, and were 33% higher than in 2019 before inflation. After inflation, all-sector prices were 3% higher than in 2019.
  • Load growth. State-level load growth was associated with falling all-sector average prices after inflation in recent decades, including 2019 to 2025 in most states. An earlier statistical analysis put the fall at more than a cent per kilowatt-hour in the highest-growth states. The study says the presence of significant data center load does not appear to change that conclusion.
  • Residential customers. The link between load growth and residential prices is less clear than for the all-sector average.
  • The mechanism. Fixed costs spread over more sales lower the cost per unit. The study also says there are conditions under which growth raises prices.
  • PJM is the study's example of the opposite. Its PJM case says accelerated load growth, combined with supply and delivery limits, led to significant price increases, and that capacity prices are one but not the only contributor.

It names other drivers of the 2025 increase: natural gas delivered to power plants was 36% above its 2024 low, a driver in 21 states, and distribution costs were a driver in 22. Generation capital spending rose 22%, transmission costs rose in New England, and storm recovery added costs. Seven PJM jurisdictions had large retail price increases from 2024 to 2025, from 0.8 cents per kilowatt-hour in Ohio to 3.1 in the District of Columbia.

A Nature Energy study published on November 9, 2026 estimated that cumulative price increases attributable to data centers exceeded 10% in the most exposed hubs by 2025, and found that residential customers were allocated a median of 47% of costs. Spezia read only the abstract. The study measures wholesale prices and cost allocation, not household bills.

What do prices look like now?

The Energy Information Administration's national average for residential customers was 16.48 cents per kilowatt-hour in 2024 and 17.23 in 2025. In August 2026 it was 18.16 cents, preliminary, which is +3.4% from August 2025.

StateAugust 2026August 2025Change
Virginia17.64 cents15.85 cents+11.3%
Ohio19.38 cents17.55 cents+10.4%
Pennsylvania21.77 cents19.93 cents+9.2%
Maryland21.40 cents19.89 cents+7.6%
Illinois19.32 cents18.03 cents+7.2%
Indiana17.02 cents16.21 cents+5.0%
Texas15.91 cents15.40 cents+3.3%
Georgia15.90 cents15.55 cents+2.3%
New Jersey24.61 cents24.70 cents-0.4%
United States18.16 cents17.57 cents+3.4%

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The table shows that prices rose in most of these states. It does not show that data centers caused the rise. The sources also differ slightly on 2025: the Energy Information Administration's October 2026 table implies residential prices rose 4.6%, and the Berkeley and Brattle study says 5.0%. Spezia did not find the reason.

Who pays for the grid that data centers need?

This is the contested question. In a March 2025 paper, Harvard's Electricity Law Initiative reviewed nearly 50 regulatory proceedings and said it was skeptical of utility claims that data center energy costs are isolated from other customers' bills. It argued that confidential special contracts keep the public from checking the costs, and that a contract shifts costs when the customer pays less than it costs to serve it. It acknowledged the reverse is possible but thought it unlikely. The Data Center Coalition cited a Virginia legislative audit that found data centers there pay their cost of service, The same audit said data center demand was likely to raise system costs for all customers.

Regulators have responded with large-load tariffs. A Berkeley and Brattle catalogue of 55 tariffs, updated in August 2026, found thresholds from 0.3 to 150 megawatts, with a median of 25. Minimum contract terms run from 1 to 20 years, and the median rose from 5 years for tariffs proposed before 2025 to 12 years for those proposed since. The median minimum bill is 80% of the contracted demand.

WhereWhat the rule or order does
AEP OhioA data center tariff above 25 megawatts, with collateral of half the minimum charges, stepping down with on-time payment, and an exit fee of 36 months of minimum charges
Dominion, VirginiaA 14-year minimum contract, minimum billing of 85% of contracted demand for distribution and transmission and 60% for generation, and collateral of $1.5 million per megawatt
GeorgiaA 2025 commission rule allows minimum billing and longer contracts, and requires new data center contracts to be filed at least 30 days before they are signed
IndianaThe commission approved a 390-megawatt Google project in October 2026. Google pays about $32 million upfront, and about $73.8 million of network upgrades enters the rates all customers pay. Consumer advocates say costs shift, and the utility disagrees
TexasSenate Bill 6, signed June 20, 2025, sets a 75-megawatt threshold, a study fee of at least $100,000, financial security and curtailment rules for large loads

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The AEP Ohio and Dominion terms are as listed in the Berkeley and Brattle brief. The other rows come from the sources listed below, and Spezia did not confirm the date of each commission order. Georgia's commission says its orders protect existing ratepayers from increased rates and that current ratepayers will not subsidize data centers, and the Georgia utility pledged downward pressure on a typical bill of at least $15 a month for 2029 to 2031. Those are a regulator's and a utility's own claims. The April Berkeley and Brattle price study says there is a risk that the new tariff structures will be insufficient to fully protect other customers.

What have voters and lawmakers done?

Local voters favored limiting data center development in 40 of 41 local ballot contests on November 3, according to Ballotpedia. Some measures were advisory, and they concerned where data centers may be built, not electricity prices. See what the midterms mean for AI rules and data centers and AI laws in force in 2026 for what incoming Democratic leaders say they will pursue on electricity costs and for the state laws on large electricity users.

How do you read a data center bill claim?

Five checks help.

  1. Wholesale or retail? A capacity charge is paid by the utilities and suppliers that serve customers, and how much reaches a bill depends on the state, the contract and any self-supply. A bill is what a household pays.
  2. A model or a measurement? A counterfactual is a calculation about a world that did not happen.
  3. Which region? PJM's experience is not Texas's or Georgia's.
  4. Which cause? Gas prices, wires, storms and plant spending move prices too.
  5. Who gains from the claim? Utilities, data center groups, regulators and monitors each have a stake.

Open the power tracker for planned plants, capacity by state and the grid decisions that shape electricity costs. Ask Spezia how a project near you is being powered.

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How this was made

Auction results and the market monitor's attribution are read from PJM's and the monitor's own documents. National price trends are read from the Lawrence Berkeley National Laboratory and Brattle study and from the Energy Information Administration's tables. Tariff terms are read from the Laboratory's catalogue of large-load tariffs and from commission and utility sources. Each finding states its measure and its limits. Spezia draws no conclusion that the sources do not.

The data was read on November 10, 2026. Figures change as new research lands, and this post is updated when they do.

Sources

  1. PJM capacity auction procures sufficient resources, 2025/26, PJM Inside Lines
  2. PJM auction procures 134,311 MW of generation resources, 2026/27, PJM
  3. PJM auction procures 134,479 MW of generation resources, 2027/28, PJM Inside Lines
  4. PJM capacity auction procures 138,318 MW of generation resources, 2028/29, PJM Inside Lines
  5. Analysis of the 2026/2027 RPM Base Residual Auction, Part A, Monitoring Analytics
  6. Market monitor report to the Market Committee, July 27, 2026, PJM
  7. Retail electricity price trends and drivers: 2026 edition, Lawrence Berkeley National Laboratory and Brattle
  8. Electricity rate designs for large loads: 2026 update, Lawrence Berkeley National Laboratory and Brattle
  9. Extracting profits from the public, Harvard Electricity Law Initiative
  10. Electric Power Monthly, table 5.3: average price of electricity by sector, U.S. Energy Information Administration
  11. Electric Power Monthly, table 5.6.A: average price by state, U.S. Energy Information Administration
  12. Data center fact sheet, Georgia Public Service Commission
  13. Senate Bill 6, bill history, Texas Legislature
  14. Senate Bill 6, enrolled text, Texas Legislature
  15. 2025 State of the Market Report for PJM, volume 1, Monitoring Analytics
  16. Data centers and wholesale power prices (abstract), Nature Energy
  17. Utilities subsidize data center growth, ratepayer cost shift, Utility Dive
  18. Voters favored limiting data center development in 40 of 41 local ballot measures, Ballotpedia News
  19. Are data centers really paying? AES Indiana's Google deal, Utility Dive

Common questions

Do data centers raise electricity bills?

The sources measure different things. PJM's market monitor attributes 46.2% of capacity charges over four auctions to data center load, a wholesale figure from a model. A national study of retail prices found load growth linked to lower average prices in most states. No source cited here attributes a change in a household bill to data centers.

How much of PJM's capacity cost is from data centers?

The independent market monitor attributes $29.4 billion, or 46.2%, of capacity market charges over the last four auctions to data center load. It is a model of the auctions without that load, and the charges are wholesale, not retail bills.

Why have electricity prices gone up?

Several reasons. A national study names natural gas prices, PJM capacity prices, distribution costs, generation spending, transmission and storm recovery. Residential prices averaged 17.23 cents per kilowatt-hour in 2025 and were 18.16 in August 2026, according to the Energy Information Administration.

Who pays for the grid upgrades data centers need?

It depends on the state and the contract. Some utilities use large-load tariffs that make data centers pay minimum bills and exit fees. Harvard researchers said in 2025 that standard tariffs are not a talisman for protecting consumers, and utilities and regulators in several states say costs are isolated.

Are large-load tariffs enough to protect households?

It is disputed. Berkeley and Brattle researchers say there is a risk the new tariffs will be insufficient, and Harvard researchers are skeptical. Georgia's commission and some utilities say households will be protected, and those are their own claims.

Which of the states in the table had the highest residential prices?

Among the nine states in the table, New Jersey was highest at 24.61 cents per kilowatt-hour in August 2026, then Pennsylvania at 21.77 and Maryland at 21.40. Hawaii, Maine, Massachusetts, California and New York were higher still. The U.S. average was 18.16 cents.

Cite this

Spezia. "Do data centers raise your electricity bill? What the evidence shows" Spezia, November 10, 2026. https://spezia.ai/blog/data-centers-and-electricity-bills

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