AI Infrastructure Investment ROI — The Capex War Winners and Losers

The AI infrastructure investment cycle has reached unprecedented scale, with hyperscalers projected to spend over 00 billion in 2026. This analysis reveals a stark ROI crisis: AI data centers commissioned in 2025 face 0 billion in annual depreciation costs while generating only 5-20 billion in revenue at current utilization rates. We examine market concentration dynamics (Nvidia's 86% GPU market share), identify structural winners and losers, and analyze implications for enterprise AI investment decisions.


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Pub: 01 Mar 2026 05:52 UTC

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