The Data Center Price Myth
Rising electricity prices are being pinned on data centers, but demand isn’t what makes power expensive.
A simple story has taken hold in American politics: Big Tech is consuming vast amounts of electricity to power artificial intelligence, and ordinary households are paying the price.
It's a tidy narrative with a villain, a victim, and a moral. It also happens to be wrong.
The Conclusion Came First
In Washington, in statehouses, and increasingly in town halls, data-center projects are being stalled or blocked by communities convinced they're about to be priced out of their own electricity. Fear is outrunning evidence. Demand is cast as the problem and technology as the threat. Energy abundance is presented as something to fear rather than build.
That belief now has institutional backing.
Sen. Elizabeth Warren (D–Mass.) has opened a Senate investigation into whether AI data centers are driving up Americans' electricity bills—but the verdict is already baked in. In letters sent to utilities and hyperscalers, Warren and other Senate Democrats allege that rapid growth in data-center demand is forcing costly grid upgrades and shifting those costs onto households. One utility, Indiana Michigan Power, estimates it will spend $17 billion to meet projected data-center demand—costs Warren suggests will land on ratepayers.
"Data centers' energy usage has caused residential electricity bills to skyrocket," the Senate Democrats said, adding that utilities are "passing the extra costs onto their customers." Demand, they argue, is pushing prices out of control.
Across the country, local governments are absorbing the same message and translating it into vetoes. Projects are delayed. Permits denied. A national policy failure is reframed as a local act of self-defense.
AI and energy have become the twin boogeymen of modern politics. AI is blamed for coming after jobs and truth. Energy is blamed for coming after the planet and household budgets. Combine the two in a single facility and you get the perfect villain, one that requires no examination of regulatory choices or supply-side constraints. Someone else can always be blamed.
But when you understand how electricity pricing actually works, the story collapses almost immediately.
Mistaking Use for Shortage
Blaming data centers for rising electricity prices is like blaming FedEx for the cost of gasoline. Demand didn't fail. Supply was boxed in.
Electricity is a capital-heavy business. Most of what consumers pay for isn't the power itself, but the infrastructure that produces and delivers it: generation, transmission, substations, and distribution. Once that infrastructure exists, the marginal cost of serving additional load is relatively low. What makes electricity expensive isn't use. It's underuse.
For this reason, steady demand has historically driven prices down, not up. When more electricity flows across the same wires, fixed costs are spread over more kilowatt-hours. Utilities recover investments more efficiently, and per-unit costs fall.
Recent research from Lawrence Berkeley National Laboratory examined state-level data from 2019 to 2024. The lab found that states with higher electricity demand growth generally experienced smaller increases in retail prices. In some cases, prices declined outright.
A separate 2025 analysis by Energy and Environmental Economics reached a similar conclusion. Large-load customers often pay more than the minimum cost required to serve them, generating surplus revenue that utilities can use for grid upgrades without raising residential rates. In California, PG&E has projected that incremental data-center growth could reduce average household bills by up to 2 percent.
Data centers fit this model unusually well. They draw power continuously, not in short, spiky bursts like air conditioning on a hot summer afternoon. A 100-megawatt facility runs like a small industrial city, but one with predictable demand and long planning horizons. Utilities can build around it.
And they do. In many regions, hyperscalers pay industrial rates and cover the full cost of the infrastructure built to serve them, including new substations, upgraded transformers, and transmission expansions that remain part of the grid long after a project is complete. In northern Virginia, large data center customers cover roughly 9 percent of transmission costs, helping keep residential transmission rates below the national average. In Mississippi, revenue from large data-center loads has funded grid modernization without raising household rates.
This is not theoretical. It's how grids stay solvent.
The investigation's central assumption—that more electricity use must mean higher bills—confuses consumption with scarcity. Prices rise only when supply can't respond.
How Politics Choked the Power Supply
If rising demand isn't the culprit, then why are electricity prices climbing? The answer isn't technological. It's political.
For decades, policymakers have systematically constrained the supply side of American energy. New power plants take years, sometimes decades, to permit. Transmission lines spend longer in court than they do under construction. Baseload generation, nuclear most of all, has been treated as a moral failure rather than an engineering necessity. Capacity is retired faster than it can be replaced.
Layer on an aging grid, wildfire liability, storm hardening, fuel volatility, and renewable mandates imposed without sufficient transmission, and the real drivers of higher bills come into focus. These are policy costs, not market ones.
Policymakers are scapegoating demand to avoid reckoning with the consequences of their own decisions. Not long ago, states competed to offer data centers sweetheart deals: tax breaks, land, discounted power. Now those same projects are treated as parasites, accused of inflating household bills and draining public resources.
Local governments mistake obstruction for protection. Town councils believe they're defending residents from price spikes rather than blocking the very investments that would stabilize and modernize their grids. A national failure of energy policy becomes a culture of local veto.
Build, Baby, Build
When a data center comes to town and panic erupts, the answer isn't subsidies or scapegoats. The answer is to build.
Build power. Build transmission. Build enough capacity that demand stops being mistaken for a threat.
Electricity isn't a luxury good. It's the lifeblood of a modern economy. When you ration electrons, you don't just slow growth. You ration cancer care. You ration MRI time. You ration the computing power that lets doctors see earlier, diagnose faster, and treat more precisely.
When you throttle back power, you don't just protect scenery. You turn off the steam that lets a quadriplegic speak through a computer. You limit the systems that translate thought into movement, movement into independence.
More intelligence, more medicine, and more industry all require more energy. You don't get progress by pretending otherwise. You just decide who goes without it first.
Energy abundance isn't something to tolerate. It's the fuel for every serious ambition we have.
If we don't build it here, someone else will. China already has.
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Clearly the federal government should lead the way in reducing data collection, right?
End all the labor reporting, all the economic data collection, especially all the data collection related to health care, education, and housing,
Then eliminate those departments as they no longer collect data.
Weird how you talk around in a circle here.
You admit the democrats with their global warming hoax push to eliminate hydrocarbons used for electricity generation which caused energy prices to climb due to reduced supply generation and attempting to push in intermittent and unreliable means of supply while demand increased.
But you said prior that increased demand makes prices lower because infrastructure costs are the biggest burden on energy costs and more electricity flowing through the infrastructure reduces the cost.
The infrastructure was not built. The maintenance and upgrades to an elderly infrastructure did not occur. Demand is now increasing far more and faster than ever which means the electricity prices are going to sky rocket because of the greatly increased demand and the lacking infrastructure due to democrat policies and absurd regulations yet you try to suggest that demand has nothing to do with it?
If there was no demand then there would be no need to build the infrastructure. You are forgetting the time between now and the infrastructure being brought online when the demand has already increased prior and shorted the amount of supply available which clearly skyrockets prices. This is occurring now.
Chief Pocahontas Warren though should be happy about skyrocketing energy prices, that is part of the democrat Obama plan to fundamentally transform America, so why is she now against this? Feigned concern while secretly cheering it appears. Got to act as though you are fighting for something even when they are not...
"If there was no demand then there would be no need to build the infrastructure."
What didn't you understand about flexible supply of kilowatt amps down the same wires with increasing demand?
What happened to reading the rest of my post? If the infrastructure doesn't exist or is ancient then it will not support increased KW amps.
"You are forgetting the time between now and the infrastructure being brought online. The demand has already increased and shorted the amount of supply available which clearly skyrockets prices. This is occurring now."
The infrastructure can't support a significant increase in power down the same wires.
This was pointed out 20 years ago when we were all going to be driving electric cars - today's infrastructure couldn't handle and an increase in demand of an order of magnitude.
It should surprise no one that politicians are focused like a laser on ... well ... POLITICS! Fact-checking politicians is pointless. The voters couldn't care less about facts when it comes time to case their votes. All they care about is who their team picked to run for office. Even if, by some miracle, a voter did happen to trip over a random fact concerning her team's candidate, the option of voting for the other team's candidate instead is so odious that it would be rejected with extreme prejudice. Only swing voters make any difference at all in the outcomes in close districts, so it's worth fighting to get their attention in swing districts, but only immediately before they cast their votes.
Think like a social democratic socialist:
Electrical power comes out of a wall socket, and is a human right (at least for the right humans). Anyone who challenges these delusions is an evil MAGA capitalist, and deserves reeducation.
When I was a kid it was said that nuclear power would make electricity so cheap it would practically be free.
Experts said this.
I remember that too. But then Jane Fonda made a movie and we found out nobody wanted to end up in China. The syndrome exists to this day.
So…… Tony went to a nuclear power plant and ended up in China?
Getting rid of 20 million illegals will certainly ease demand.
So why is it that once again - when talking about a country with corrupt Third World infrastructure and a fucking laughingstock - the authors here deliberately miss what's happening.
The feds are damn near irrelevant re utilities and electric infrastructure. Maybe there is a A national policy failure is reframed as a local act of self-defense. but the fact is that if there is a 'national policy failure' it is completely unmentioned in this article. The failure of local utilities and local utility commissions - over 70 fucking years - is unmentioned.
I'll be damned if the only conclusion here is - what we need is shit tons of federal subsidies to build more of what we aren't even maintaining based on an unquestioned notion that the 1950's (when the grid was mostly built) electricity model was/remains perfect.
I wonder who is paying for a 'libertarian' article looking for corporate subsidies at the federal level?
Wait, are you saying the US has 3rd world infrastructure?
I didn't rtf article so maybe I missed your point.
Yes the US has 3rd world electric infrastructure. We built most of it in the 1950/1960s and our business model is to patch it (very expensively) rather than incorporate new technology.
One example. Pakistan is 3rd world but in 2024 installed 3x more rooftop solar than the US did. So not only is that being used to satisfy residential electric demand. It is being incorporated into their grid which is now two way. Supplying residential and using decentralized residential for generation
Lol. Is there anything the US is n NOT woefully behind on, j?
You are so boringly predictable.
It's not even a failure.
The current infrastructure is sufficient to easily meet current demand and projected future demand.
Then the future changed. No one planning upgrades 10 years ago could have seen the demand change over the last two years. It's a paradigm break.
My region is just outside of the path of what's considered the VA AI project. Data centers have been popping up in the area as well as tons of wind, solar, and also fossil fuel electric generation. Our region's farmland is being bought out to build data centers, energy generation, and teansmission lines to feed this machine. As the project has been progressing, our energy prices have dramatically increased. You're going to have a difficult time convincing me that the massive increase in data centers in the region isn't closely tied to the higher costs I'm paying for water and energy.
"tons of wind, solar" <--- Problem spot.
If Wind & Solar energy was efficient; it would've been efficient in the 1800s and wouldn't have been replaced. CA being the biggest push for Wind & Solar also having the highest inter-continental cost of energy is no coincidence.
At the heart of it all.
[D]emocrat [Na]tional So[zi]alist[s] realize their Tyrannical POWER will never be complete without Gov 'Guns' monopolizing the peoples energy sources.
This excuse, like all the ones before it, is just another BS narrative to that agenda. A PC uses ~100W. A SINGLE Home furnace uses 11,000W +. Every heated house uses the same energy as 110 computers. Exactly how many computers do you think these Data Centers employ? More-than 110 per house? They aren't significant in the energy market. The political BS is the only 'significant' part.
One of Musks data centers contains 200,000 GPUs and consumes 250 Mw. An AI server consumes 3-10 more power than a regular cloud server (also running 24/7). That's one quarter of a standard nuclear power plant with 100 substations. That's roughly the residential electric for a city of 200,000.
Multiply that by hundreds.
Took about 5-seconds to find the BS in that "Fire, Fire" alarm.
700W per GPU is Max Thermal Design energy; MELT-DOWN energy.
https://massedcompute.com/faq-answers/?question=What%20is%20the%20typical%20power%20consumption%20of%20an%20NVIDIA%20H100%20PCIe%20in%20a%20datacenter%20environment
"The NVIDIA H100 PCIe has a typical power consumption of 350 watts (W) under full load."
So take what-ever figure you're being sold and divide it by 2 @ FULL LOAD. Then chop that figure unless you think everything is going to be full load constantly.
Course really how hard is it to see BS when you hear things like this, "Nvidia literally sells tons of its H100 AI GPUs, and each consumes up to 700W of power, which is more than the average American household."
So households run on less electricity than a hair-dryer? LMFAO.
Something, something about an army of useful-idiots......
We have a lot of new shiny objects that have been developed, however all these shiny objects consume electricity. No single shiny objects is driving up costs, but the cumulative demand for more electricity coupled with NIMBY and the complete insane fear of nuclear power, we are not increasing capacity to meet the demands.
These elected twits who are blaming any specific shiny object for the rise in costs have a fundamental mental problem, are incredibly ignorant, or even more likely simply grifters.
The PURPOSE of government is not to spend the country into oblivion, is not to open the doors to the entire world without restrictions, is not to police the entire world, is not to be engaged in multiple never ending wars, is not to meddle in the affairs of other countries, is not to be a nanny state, is not to be involved in every facet of our lives, is not to spy of the citizens of the country, is not to make elected officials multi-millionaires, is not to hand out favors to the friends and family of elected officials, is not to have life revolve around government or the be supreme over the community.
The actual purpose is to facilitate limited items that benefit the entire society that are difficult for individuals to facilitate by themselves. A country is a group of individuals that pool resources for the common good because there is a sense of personal attachment. A society will develop a government to help and benefit the community. A government solely exists due to the benevolence of the community, can be hired and fired at will by the people of the community. It high time that these twits in Washington DC to realize that they exist due to the discretion of the citizens, that they are SERVANTS of the people and not the other way around.
The difficulty is that the country is way too large for people to be invested and have a sense of ownership. The federal government should be largely dismantled and the vast majority of powers should be returned to the states. The federal government should be seen as more of an umbrella treaty that joins 50 separate countries than as one country with 50 districts.
If power gets to expensive, then allow new power generation including nuclear power to be built. It's simply supply and demand that is complicated by a bunch a NIMBY twits and elected grifters mucking up the works!
It's pretty amazing that the democrats are crying affordability about things they forced to increase in price. It's almost as though the last 4 years never happened, but it's the same idiots running on change that were in charge the whole time.
"...Energy abundance is presented as something to fear rather than build..."
We need to tell watermelons to fuck off and die. We need to quit wasting money on wind and solar and use NG or nuclear to INCREASE energy availability.
>>Demand didn't fail. Supply was boxed in.
Electricity is a capital-heavy business. M
This whole article is nonsense.
Demand is increasing, rapidly, due to data centers. Supply can not increase as quickly largely because even absent regulation electricity production is capital intensive.
The article says all this - but then denies tries to frame it that since electricity suppliers can't expand as fast as demand is rising it's not the change in demand that is driving increased prices.
The capitalists need to be able to keep their capital to serve the needs of the people?
Is that what you just said.
As satirized in this year's movie Eddington.
"Prices rise only when supply can't respond."
This is economic illiteracy. Prices rise when demand rises, and fall when demand falls. Prices fall when supply rises, and rise when supply falls. Supply *and* demand affect the price. Warren and her cadre of economic dunces say demand is the only thing that affects price, and your response is that, no, only supply affects prices. You don't have to match Warren's economic ignorance to criticize the wrongness of her thinking.