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VanEck: AI-Leased Power Is the New Bitcoin Miner Valuation Anchor

VanEck's framework values a leased megawatt above 10x gross energized power, versus 2x–6x for pipeline alone — but delivered AI capacity sits at only ~25% of what has been leased, with a near-term…

VanEck's latest valuation framework for publicly traded Bitcoin miners draws a sharp line between two kinds of megawatts: those already leased to AI and high-performance computing tenants, and those still sitting in a miner's development pipeline. The split is now the central pricing question for the sector — miners with signed AI/HPC leases trade above 10x gross energized power, while those with little or no contracted capacity trade at roughly 2x–6x, and Wall Street is treating leased capacity as a distinct, more valuable asset class than mined Bitcoin or unsold power.

Why it matters

The premium is arriving before the capacity actually exists. VanEck puts delivered AI and HPC capacity across the peer group at only about 25% of what has been leased, and the near-term funding shortfall to build out what's been contracted totals roughly $50 billion. If the full announced pipeline ultimately converts, the long-term capital need climbs toward $221 billion. The model assumes baseline net operating income near $1.5 million per megawatt for AI and colocation sites, an enterprise-value multiple of 15x, and greenfield construction costs of roughly $10 million per megawatt — implying gross enterprise value near $22.5 million per megawatt and pre-financing value of about $12.5 million after capex, before any probability discount for delivery risk or financing costs. Tenant credit is the swing factor: a megawatt leased to an investment-grade hyperscaler is supportable at a 6%–10% cost of capital, while a smaller GPU cloud tenant warrants a discount rate above 10%.

Market impact

Closing that $50 billion gap pulls miners toward infrastructure and project finance — but project debt brings fixed obligations onto balance sheets built around volatile mining margins, while Bitcoin treasury sales undercut the original Bitcoin-investor thesis. Strategic partnerships and tenant prepayments shift a portion of the AI-era upside toward whichever counterparty supplies the capital. The peer group still trades with a one-year weekly beta to Bitcoin near 1.05, even though BTC treasury exposure is highly concentrated — MARA around 51% of market cap, CLSK near 24%, RIOT about 11%, HUT roughly 7%, and most other peers at 1% or less.

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Frequently asked questions

  1. What is the main pricing difference VanEck's framework identifies between AI-leased and pipeline-only miners?

    Miners with signed AI and HPC leases trade at more than 10x gross energized power, while miners with little or no contracted capacity trade at roughly 2x–6x that same metric — treating leased megawatts as a distinct, more valuable asset class than mined Bitcoin or unsold power capacity.

  2. How much of the leased AI and HPC capacity has actually been delivered so far?

    VanEck puts delivered AI and HPC capacity across the publicly traded peer group at only about 25% of what has been leased, meaning roughly three-quarters of contracted capacity still has to be built and energized.

  3. What is the near-term funding shortfall for miners building out their AI capacity?

    VanEck estimates the near-term funding shortfall for the construction work already implied by signed leases at roughly $50 billion across the peer group, with the long-term capital need climbing toward $221 billion if the full announced pipeline ultimately converts into built sites.

  4. Why are Bitcoin mining stocks still moving in lockstep with BTC price even as the business shifts toward AI?

    The peer group's average one-year weekly beta to Bitcoin sits near 1.05, but BTC treasury exposure is highly concentrated — MARA holds Bitcoin worth ~51% of its market cap, CLSK around 24%, RIOT near 11%, and HUT roughly 7%, while most other peers hold 1% or less.

  5. What will decide whether the AI pivot creates or destroys shareholder value?

    VanEck frames four tests: delivered megawatts relative to leased megawatts, the credit quality of the tenant on each lease, the realized capex per megawatt once construction starts, and the financing structure used to bridge from current cash to future AI revenue. Governance — insider ownership, KPIs, related-party…

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