BREAKING: Elon Musk just warned that 15 gigawatts of AI compute...
Jason Luongo@JasonL_Capital
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Aug 31, 2026
~3 min read
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BREAKING: Elon Musk just warned that 15 gigawatts of AI compute could sit IDLE in 2027. Not for lack of chips but for lack of power.
These 10 companies are positioned to benefit most:
1. $VST - Vistra
The power producer already feeding the machines. Q2 EBITDA jumped 30% to $1.77 billion, and they just unveiled a $1 billion Helix data center partnership with KKR and Nvidia. When compute is stranded without electricity, the company selling electrons sets the price.
These 10 companies are positioned to benefit most:
1. $VST - Vistra
The power producer already feeding the machines. Q2 EBITDA jumped 30% to $1.77 billion, and they just unveiled a $1 billion Helix data center partnership with KKR and Nvidia. When compute is stranded without electricity, the company selling electrons sets the price.
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2. $TLN - Talen Energy
Proof of what desperate buyers pay: Amazon signed a 17 year agreement for 1.92 gigawatts of Talen's Pennsylvania nuclear power, then expanded the relationship. When a hyperscaler locks up two decades of output from one plant, that tells you everything about where power prices are headed.
Proof of what desperate buyers pay: Amazon signed a 17 year agreement for 1.92 gigawatts of Talen's Pennsylvania nuclear power, then expanded the relationship. When a hyperscaler locks up two decades of output from one plant, that tells you everything about where power prices are headed.
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3. $CEG - Constellation Energy
The largest nuclear fleet in America, now the heart of the AI power story. The Microsoft deal is funding the Crane reactor restart, they signed 920 megawatts of fresh power deals last month, and nuclear expansion for AI demand is officially underway. Scarce, clean, always-on power is exactly what hyperscalers are bidding for.
The largest nuclear fleet in America, now the heart of the AI power story. The Microsoft deal is funding the Crane reactor restart, they signed 920 megawatts of fresh power deals last month, and nuclear expansion for AI demand is officially underway. Scarce, clean, always-on power is exactly what hyperscalers are bidding for.
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4. $GEV - GE Vernova
The turbines every new gas plant needs, with a 116 gigawatt backlog and delivery slots tight through 2030. Musk's warning makes that queue longer, not shorter. If you want new power in 2027, you needed to order the turbine in 2025. That's the moat.
The turbines every new gas plant needs, with a 116 gigawatt backlog and delivery slots tight through 2030. Musk's warning makes that queue longer, not shorter. If you want new power in 2027, you needed to order the turbine in 2025. That's the moat.
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5. $BE - Bloom Energy
The grid queue skip. Fuel cells generate power onsite, no interconnection wait required. Bloom just posted its first billion dollar quarter at $1.065 billion in revenue and raised full year guidance, with Oracle deploying their fuel cells to power AI data centers that can't wait for the grid. When the shortage hits, Bloom sells the workaround.
The grid queue skip. Fuel cells generate power onsite, no interconnection wait required. Bloom just posted its first billion dollar quarter at $1.065 billion in revenue and raised full year guidance, with Oracle deploying their fuel cells to power AI data centers that can't wait for the grid. When the shortage hits, Bloom sells the workaround.
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6. $FPS - Forgent Power Solutions
The electrical guts of every data center: switchgear, transformers, and power distribution units. Backlog just expanded to $1.98 billion and guidance calls for 82% revenue growth this year. Every megawatt that comes online flows through equipment like theirs first.
The electrical guts of every data center: switchgear, transformers, and power distribution units. Backlog just expanded to $1.98 billion and guidance calls for 82% revenue growth this year. Every megawatt that comes online flows through equipment like theirs first.
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7. $ETN - Eaton
The scaled version of the same trade. Record quarterly revenue of $7.5 billion with data center orders surging 240%, and guidance raised twice this year. Power management is now the growth engine of a hundred-year-old industrial. The bottleneck built them a second act.
The scaled version of the same trade. Record quarterly revenue of $7.5 billion with data center orders surging 240%, and guidance raised twice this year. Power management is now the growth engine of a hundred-year-old industrial. The bottleneck built them a second act.
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8. $VRT - Vertiv
Once the power reaches the building, Vertiv manages and cools it. Record $15 billion backlog with earnings up 83% on data center demand. They win regardless of whether the electrons come from nuclear, gas, or fuel cells.
Once the power reaches the building, Vertiv manages and cools it. Record $15 billion backlog with earnings up 83% on data center demand. They win regardless of whether the electrons come from nuclear, gas, or fuel cells.
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9. $TE - T1 Energy
American made solar and batteries, aimed straight at the shortage. The KORE Power acquisition pushed them into battery storage and data center energy infrastructure. When the grid can't deliver, generation plus storage behind the meter is the workaround, and T1 is building both.
American made solar and batteries, aimed straight at the shortage. The KORE Power acquisition pushed them into battery storage and data center energy infrastructure. When the grid can't deliver, generation plus storage behind the meter is the workaround, and T1 is building both.
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10. $IREN - IREN
The punchline of the whole thread. While everyone above sells power to desperate buyers, IREN already secured theirs: contracted capacity and grid connections locked in years early, which is a big reason Microsoft handed them a $9.7 billion AI cloud contract. In a power-short 2027, energized capacity is the scarcest asset in tech. IREN is sitting on it.
The punchline of the whole thread. While everyone above sells power to desperate buyers, IREN already secured theirs: contracted capacity and grid connections locked in years early, which is a big reason Microsoft handed them a $9.7 billion AI cloud contract. In a power-short 2027, energized capacity is the scarcest asset in tech. IREN is sitting on it.
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Musk's warning isn't about chips. 15 gigawatts of compute with nowhere to plug in means power is the trade of 2027.
If you found this useful, follow me @JasonL_Capital for more breakdowns on the supply chains powering the next decade.
If you found this useful, follow me @JasonL_Capital for more breakdowns on the supply chains powering the next decade.
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