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    Home»Future Tech»Economics of a Megawatt of AI Data Center
    Economics of a Megawatt of AI Data Center
    Future Tech

    Economics of a Megawatt of AI Data Center

    The Tech GuyBy The Tech GuyMay 3, 2026No Comments2 Mins Read0 Views
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    Granular Unit Economics per MW

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    Cruseo CEO Lochmiller broke down the inputs/outputs with high precision (April 2025 contract pricing and the talk)

    Upfront capex is ~$59M per MW of developed capacity.

    Roughly half (~$30M) is IT (GPUs, CPUs, networking, storage, etc.).
    The rest covers data center build, power plant/generation, and other infrastructure.

    Annual revenue (pure infrastructure lease/IaaS layer) is ~$15M per MW.
    Higher-value managed services/cloud layer can add another ~$15M+ per MW in revenue.

    Annual opex is Only ~$1–1.1M per MW (power + other).

    Net result is every MW developed can yield $1M+ in annual net revenue as pure infrastructure, with strong margins at the right layers. Payback is attractive (4 years on infra alone)

    Brian Wang is a Futurist Thought Leader and a popular Science blogger with 1 million readers per month. His blog Nextbigfuture.com is ranked #1 Science News Blog. It covers many disruptive technology and trends including Space, Robotics, Artificial Intelligence, Medicine, Anti-aging Biotechnology, and Nanotechnology.

    Known for identifying cutting edge technologies, he is currently a Co-Founder of a startup and fundraiser for high potential early-stage companies. He is the Head of Research for Allocations for deep technology investments and an Angel Investor at Space Angels.

    A frequent speaker at corporations, he has been a TEDx speaker, a Singularity University speaker and guest at numerous interviews for radio and podcasts.  He is open to public speaking and advising engagements.

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