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The AI capex cycle: who actually gets paid?

We map $600B of data-center spending across chips, power, cooling and real estate, and rank the winners by how much of each dollar they keep.

IRInvestedia ResearchEquity strategy · 14 Oct 2026 · 14 min read

Our view

BearishNeutralBullish
Horizon12 months
ConvictionHigh
Covered namesNVDA · AVGO · NEE · EQIX
Key takeaways

    Big Tech will spend around $600 billion on data centers next year, more than the entire US oil and gas industry invests in a year. The question for investors is no longer whether the money gets spent, but who keeps it.

    Following the dollar

    We split each dollar of AI data-center spending into five buckets: chips, networking, power and cooling, buildings, and everything else. Chips still take the largest share, but power is the fastest-growing slice.

    Where each $1 of AI capex goes

    Investedia estimates, 2027

    The technical picture

    Semiconductor stocks are pausing after a strong run. The sector index is holding above its 50-day average, with clear support where buyers stepped in during August.

    NVDA · daily chart with key levels

    Illustrative
    Support $196Resistance $242

    Valuation: what’s priced in

    Not every AI beneficiary is expensive. Utilities and data-center landlords trade at a discount to chipmakers despite faster growth in contracted revenue.

    CompanyFwd P/EEPS growthPEGOur view

    Scenarios

    “The winners of the next phase are the companies that sell the picks and the shovels, and the power to run them.”

    This analysis is sample content for a design preview. It is not investment advice.