GE Vernova falls 11% as Meta's AI spending outlook raises financing questions

Meta Platforms reported third-quarter results on October 21 that topped revenue expectations, but the company also raised its AI spending outlook and indicated aggressive investment would continue beyond 2026. Heavy outlays on servers, data centers and network infrastructure left Meta with negative free cash flow for the quarter, even as its core advertising business kept growing. That combination renewed questions about how AI capacity will be financed, and the uncertainty landed hardest on power-equipment suppliers whose order books depend on hyperscaler spending.

GE Vernova entered the selloff with strong momentum: its Q2 2026 results showed a backlog of $176 billion, data center orders above $5 billion year to date (more than double its 2025 total), and 20 gigawatts of new gas contracts signed in the quarter. But gas turbines and grid equipment are large, long-lead purchases, so any slowdown in hyperscaler financing could ripple into GE Vernova's next wave of power-generation contracts. Vertiv, which sells power and cooling gear installed inside data centers, sits closest to the server hall and is directly leveraged to hyperscaler budgets. Eaton serves utilities, commercial buildings and aerospace alongside data centers, giving it a broader base but still leaving it exposed if hyperscalers slow spending.

The broader market context shows the power-equipment corner well behind: the First Trust NASDAQ Clean Edge Smart Grid Infrastructure Index Fund was down 4%, while the SPDR S&P 500 ETF Trust was down 1.43%. Li's comment that Meta is "quite early in developing our budget and capacity plans for next year" suggests the financing question may linger, and GE Vernova's third-quarter 2026 report, due soon, could show whether its order backlog holds up as AI spenders weigh financing costs.