Wall Street Prices AI-Leased Megawatts Above Built Capacity

Publicly traded Bitcoin miners with signed AI and high-performance computing leases are trading at more than 10 times gross energized power, while peers with little or no contracted capacity trade at roughly 2 to 6 times that metric, according to VanEck’s valuation framework. The premium applies before most contracted capacity is delivered: VanEck estimates only about 25% of leased AI and HPC capacity has been energized.

VanEck’s model assumes net operating income of about $1.5 million per megawatt and applies a 15x enterprise-value multiple. That produces an implied gross enterprise value near $22.5 million per megawatt. The framework offsets that figure against greenfield construction costs of roughly $10 million per megawatt for near-term projects and about $12 million per megawatt for later builds, producing a pre-financing equity value of about $12.5 million per megawatt under baseline assumptions.

Because only a quarter of leased capacity is energized, miners face an estimated near-term funding gap of about $50 billion to complete projects already under contract. If the full announced pipeline converts into built sites, long-term capital needs could reach roughly $221 billion. Financing options cited include project finance and other debt, selling Bitcoin reserves, strategic partnerships and tenant prepayments.

Each financing option carries different balance-sheet and contractual outcomes. Project finance and debt create fixed repayment obligations. Selling Bitcoin reserves converts on-balance-sheet cryptocurrency into construction capital. Strategic partnerships and tenant prepayments provide capital before projects produce recurring lease revenue and typically include contractual terms that allocate revenue or ownership rights to counterparties.

VanEck’s governance scorecard assesses insider ownership, executive compensation, KPI alignment and related-party transactions, and finds room for improvement across the miner peer group, with some companies scoring lower than others. The scorecard notes that managing capital programs at the scale required for large AI builds requires board oversight and execution capabilities that many teams formed for mining operations have limited experience executing.

Demand-side forecasts referenced in the framework show data center electricity needs rising sharply. The International Energy Agency projects global data center power use at about 485 terawatt-hours in 2025, increasing to roughly 950 terawatt-hours by 2030, with AI-specific consumption tripling in the same period. A consulting estimate cited by VanEck projects global data center spending of about $7 trillion by 2030, with roughly $5.2 trillion directed to AI-capable facilities. Large capital commitments have emerged, including a $10 billion AI infrastructure venture involving major industry firms.

Market pricing still reflects Bitcoin’s influence on miner stocks. The peer group’s average one-year weekly beta to Bitcoin is about 1.05, indicating mining equities have generally moved close to one-for-one with Bitcoin price swings. Bitcoin holdings as a share of market capitalization remain concentrated in a few names: one miner holds Bitcoin equal to about 51% of its market cap, another about 24%, another about 11% and another roughly 7%, while most peers hold Bitcoin equal to about 1% or less of market cap.

Future revenue and valuation outcomes will depend on several measurable factors: the pace and extent of megawatts actually energized relative to leased capacity, the credit quality of tenants that sign leases, the actual construction cost per megawatt once work starts, and the financing structures companies use to bridge the gap between signed contracts and recurring lease revenue. Governance and execution capability will affect how companies manage those variables.