Wall Street is paying up for Bitcoin miners’ AI infrastructure before most of it is built

Summary

Publicly traded Bitcoin miners are being revalued as AI infrastructure plays. VanEck’s framework says signed AI/HPC leases are worth over 10x gross energy output, while miners with little contracted capacity trade around 2–6x. Investors are paying for leased megawatts, not just mined Bitcoin, but only about 25% of peer-group AI/HPC capacity is actually delivered, leaving a near-term funding gap of about $50 billion and a potential total capital need near $221 billion if announced projects are built. VanEck values AI/colocation sites at roughly $1.5 million of NOI per MW, capitalized at 15x, then subtracts greenfield capex of about $10–12 million per MW. Tenant quality matters: investment-grade hyperscalers justify lower discount rates than smaller GPU clouds. Financing choices—project debt, equity issuance, Bitcoin sales, or strategic partners—can shift upside away from shareholders. The core test is delivered versus leased megawatts, tenant credit, capex per MW, and governance.