Publicly traded Bitcoin miners trying to pivot into AI and high-performance computing are staring down a roughly $50 billion funding shortfall just to build out what they've already leased, according to a new valuation framework from asset manager VanEck. The gap widens to $221 billion if the full pipeline of announced capacity ever gets built.
The valuation gap
VanEck's model breaks down how the market prices miners based on how much contracted AI/HPC power they have. Firms with signed leases trade at more than 10 times gross energized megawatt capacity. Those with little or no contracted capacity? Between 2 and 6 times. The spread is stark — but so is the delivery problem. Across the peer group, only about 25% of leased AI/HPC capacity is actually operational.
The implied value per megawatt tells the story. VanEck assumes net operating income of roughly $1.5 million per MW for AI and colocation sites, applies a 15x enterprise value multiple, and arrives at $22.5 million per MW gross. After subtracting $10 million per MW in construction costs, the pre-financing value lands at $12.5 million. That math works fine — if you can get the capital to build.
The $50 billion question
That's where the near-term crunch hits. VanEck calculates the shortfall for construction of already-leased AI/HPC capacity at roughly $50 billion. The long-term number climbs toward $221 billion if every announced project converts. The cost of capital varies sharply depending on tenant quality: between 6% and 10% for capacity leased to an investment-grade hyperscaler, but above 10% for a smaller GPU cloud tenant.
The timing isn't great. The International Energy Agency projects global data center electricity consumption will roughly double from about 485 TWh in 2025 to around 950 TWh by 2030, with AI-specific consumption tripling. McKinsey puts the price tag for that buildout at about $7 trillion globally this decade, $5.2 trillion of it for AI-capable facilities. Bitcoin miners already have power, land, and substations — but turning that into AI-ready data centers takes cash they don't have.
Big money, big questions
KKR recently launched a $10 billion AI infrastructure venture with Nvidia, underscoring just how much institutional capital is flowing into the space. But that money isn't necessarily going to Bitcoin miners. The question is whether miners can attract similar partners or if the funding gap will force lease renegotiations, asset sales, or stalled projects. VanEck's framework suggests the market is already pricing in that uncertainty — the 2-to-6 multiple for uncontracted miners is essentially a discount for execution risk.
The next concrete milestone to watch is the next batch of quarterly earnings. Miners will have to show progress on financing and construction, not just lease signing. If the $50 billion gap doesn't start closing, the premium for AI-leased capacity may not hold.
