• THE GRID
49 Gigawatts Short
In January, the world used 6.4 trillion AI tokens a week.
By August, that number hit 69 trillion. A nearly tenfold jump in just seven months.
Every one of those tokens runs on a server. Every server pulls from the grid. And the grid doesn't have enough.
Morgan Stanley analyst Stephen Byrd shared a number last week that stopped me cold. Forty-nine gigawatts. That's the gap between what U.S. data centers will need by 2028 and what the grid can deliver.
For context — 49 GW is more than the total generating capacity of New York State.
Byrd's team projects demand hitting 74 GW. Available supply: about 25 GW. The math isn't hard. It's just ugly. And the bottlenecks aren't just electrical — they're labor, permits, and transformers that take two to three years to build. Morgan Stanley calls them "intelligence bottlenecks." Not a lack of capital. A lack of physical stuff.
Byrd sees no relief before 2028. AI demand isn't linear. Each new model needs more power than the last.
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Nearly $3 trillion is flowing toward global data center infrastructure through 2028. But watch where it lands first.
Not on utilities.
I've been tracking two ETFs that play the same energy theme. The gap between them has blown wide open.
VOLT — the Tema Electrification ETF — is up 34% this year. Its top holdings are equipment makers: Bel Fuse at 7.9%, Eaton at 6.1%, Powell Industries at 5.8%, Quanta at 5.4%. About a third of the fund builds switchgear, transformers, and substations.
XLU — the utility benchmark — is up 5.2%. NextEra. Southern Company. Duke. Reliable dividends. Regulated earnings. Slow growth.
DC Demand 2028
74 GW
| Available Supply
~25 GW
|
VOLT ETF YTD
+34%
| XLU ETF YTD
+5.2%
|
A 6.5-to-1 return gap on the same theme.
If you bought utility stocks for the AI power trade, you're not wrong about the thesis. You're just early.
A hyperscaler signs a 500-megawatt data center lease. Two clocks start. The utility files with its state commission. That takes months. Sometimes years. The equipment vendor ships switchgear and books revenue next quarter.
Eaton's U.S. data center backlog hit 307 gigawatts last quarter. Fifteen years of work at the 2025 build rate. GE Vernova's backlog tells the same story — $176 billion, up 37% in a year. Not projections. Signed orders.
"The mega data center order we were awarded after the fiscal second quarter-end, with a value in excess of $400 million — the largest order in Powell history."
Utilities will catch up. The demand is real. But they grow at the pace of a commission docket. Equipment makers grow at the pace of a purchase order.
The 49-gigawatt shortfall tells you the grid isn't ready. The 6.5-to-1 return gap tells you who gets paid while it catches up.
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• WIRED IN
The Grid Builders' Quarter
GE Vernova raised its full-year revenue forecast to $45.5–$46.5 billion after a second quarter that rewrote the order book. Q2 orders surged 88% to $24.2 billion. Total backlog hit $176.3 billion — up 37% from a year ago. Gas turbine backlog and slot reservations combined reached 116 GW, and the company is targeting 125 GW under contract by December. Data center electrification orders passed $5 billion year-to-date — already more than double all of 2025.
Those turbines need to plug into something. Eaton posted record Q2 revenue of $8.53 billion, up 21% year-over-year. Data center organic sales jumped 65% — nearly three times the underlying market growth rate. Electrical Americas orders grew 41% on a rolling 12-month basis with a 1.3 book-to-bill. Management is investing $1 billion across 24 factory expansions to meet demand. Full-year adjusted EPS guidance: $13.50 midpoint. Another record.
And the orders keep getting bigger. Powell Industries landed a single data center contract exceeding $400 million after its fiscal Q2 — the largest in the company's 79-year history. The stock jumped 10% on the news. Powell makes medium-voltage switchgear and power-control systems for data centers, refineries, LNG terminals, and utility substations.
All that hardware needs backup. Global battery storage shipments grew 75.5% in 2025 to 421 GWh. This year's forecast: 600 GWh. On-site battery packs are standard gear now for data center sites that can't wait years for a grid connection. The same companies wiring substations today will sell storage cabinets tomorrow.
Three equipment makers set records in three weeks. The factory floor is the new front line of the energy trade.
• VOLTAGE
85% After 150,000 Cycles
A lab in St. Louis just hit a number that could reshape how data centers get power.
Eighty-five percent. That's how much performance a new hydrogen fuel cell catalyst held after 150,000 stress cycles. Most catalysts fall apart long before that mark.
Professor Gang Wu's team at Washington University published the result in Nature Nanotechnology on August 6. The trick: hollow carbon nanospheres with radial channels that hold platinum-cobalt particles below five nanometers. They heated the catalyst to 1,000°C — hot enough to lock in an ordered crystal structure — without the particles clumping together.
That matters because platinum is expensive. Today's fuel cells use a lot of it. Shrink the particles and make them last longer, and you cut cost per cell. Cost is the wall that's kept hydrogen fuel cells out of data centers.
The grid queue stretches years. Some sites face a twelve-year wait for a connection. Behind-the-meter fuel cells skip that line entirely. Bloom Energy already runs natural gas fuel cells for data centers. It signed a 300 MW deal with Nebius this year for an AI campus in New Jersey.
Hydrogen goes further. No carbon emissions. No offset math. But hydrogen fuel cells have always been too pricey and too fragile for round-the-clock data center duty.
This catalyst changes part of that equation. If it scales, hydrogen fuel cells become a real option for data centers stranded by grid delays.
We're still early. A lab result isn't a product. Going from nanometers to megawatts takes time. But the direction is clear.
The most valuable power for a data center may not come through a transmission line. It may come from a fuel cell sitting three feet from the server rack.
