Nebius, IREN and CoreWeave stand to benefit from a deepening shortage of US data-center power. Morgan Stanley raised its US data-center power shortfall forecast to 33 GW. x.comÂ
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Microsoft's results are extremely bullish for Nebius and IREN because Azure's AI demand is broadening beyond frontier labs. The sequential growth in Azure's AI backlog this quarter came entirely from ordinary companies and enterprises, not OpenAI and other labs. Azure grew 43%, is guided to about 45%, and with supply short, any efficiency gain converts to revenue almost immediately. x.comÂ
AI's electricity shortfall creates a massive opportunity for companies solving the power bottleneck. Morgan Stanley estimates a 32 GW US data-center power shortfall by 2028. Constellation Energy and Vistra are nuclear names, Bloom Energy in fuel cells, GE Vernova in power generation and Eaton in grid infrastructure. x.comÂ
Owning Nebius's Independence campus could underpin years of US growth by letting it coordinate power, cooling and GPU upgrades. Its four-building plan targets up to 1.2 GW over five to seven years, but ownership puts construction and financing risk on Nebius; returns require power, equipment and customers to arrive together. Utility supply, the off-site Blue Valley project and a possible on-site generation option are distinct plans, not operating compute. Current active IT MW was not verified. … Show more
Global resistance to data centers could constrain December cloud growth despite the longer agentic AI buildout. Some estimates say roughly 120 US projects worth over $130B face delays; opposition spans the UK, EU, Australia and Malaysia too. Microsoft, Alphabet and Amazon remain favored, though guidance is at risk. CoreWeave, Nebius and IREN may bounce hardest short term but look weak longer term as funding tightens; Elon Musk expects extensive neo-cloud consolidation. x.com x.com x.com x.comÂ
A rising value of compute per watt should benefit AI cloud, chip, connectivity and power suppliers. Elon Musk says that value will rise over time. Nebius has Microsoft and Meta deals; Marvell benefits from custom silicon demand; Credo connects GPUs; Vistra has long-term nuclear supply deals with Amazon and Meta; Nokia's Nvidia partnership could help it capture data-center networking growth. x.com x.comÂ
Nebius and CoreWeave hold pricing power in a power-starved AI build-out because they locked up hundreds of megawatts to gigawatts of future power near old industrial sites, retired plants and substations. Dell expects AI data centers to need 200 GW of new power by 2030, and many US grid interconnection queues stretch five to seven years. Startups and hedge funds can buy GPUs but cannot find powered data halls, so packaging scarce power with top Nvidia hardware locks in margins and cash flow. … Show more
CoreWeave's financing looks more vulnerable amid a debt-market pullback for AI-data-center-dependent companies. Elon Musk says access has almost entirely shut off in recent weeks for firms without substantial revenue outside AI data centers, and expects few of the 200-plus neoclouds to survive consolidation. x.comÂ
Google's use of third-party compute amid its own supply constraints creates demand for neoclouds such as IREN, Nebius and CoreWeave. Google's CFO said usage started at the end of Q3 and will ramp in Q4; Google spent $51.4 billion on capex, more than double a year ago, and expects a significant increase in 2027. IREN and Nebius stand out because their contracts carry large prepayments. The opportunity favors operators that secure power, deliver capacity on time and serve customers profitably. … Show more
Premium-model inference revenue could support much higher compute pricing for AI infrastructure providers. Evercore models over $120M/MW in potential lab revenue while labs pay roughly $30-50M/MW for compute. With power and GPUs scarce, SpaceX AI, Nebius, IREN and CoreWeave can capture the biggest uplift over historical pricing if they deliver contracted high-density capacity. x.com x.comÂ
AI data-center investment needs outside AI spending to rise 33-fold by 2030 to break even. Hyperscalers hold $4.5 trillion in debt and future liabilities, but corporate and SaaS token spending outside circular deals is only $60 billion annualized against a $2 trillion break-even ARR. SK hynix says memory shortages may last until 2031, raising capex and CoreWeave default risk; Mitsubishi warns turbines are booked through 2031 and cost 400% more, delaying CoreWeave and Oracle data centers. x.com … Show more
Alphabet's lighter-than-expected capex is bad for neoclouds including Nebius, IREN and CoreWeave, qualifying their compute-demand case. Reuters reported quarterly capex of $51.355 billion against a $55 billion estimate. The shortfall may signal a capex cut. x.com x.comÂ