Hut 8 Signs $10B Texas AI Data Center Deal: 352 MW, Stock Up 30%

Hut 8, the Canadian digital infrastructure company that began as a Bitcoin miner and has been pivoting to AI compute infrastructure since 2024, announced on May 6, 2026 that it has signed a $10 billion, 20-year lease agreement with an undisclosed hyperscaler for a 352 megawatt AI data center campus in Texas. Hut 8 shares surged 30% on the announcement. The deal represents the largest single transaction in the company's history and validates its strategic bet that the infrastructure skills from operating large-scale Bitcoin mining facilities transfer directly to hyperscaler-grade AI compute.

The hyperscaler is not named in the announcement. Hut 8 describes it as "a leading global cloud and AI infrastructure provider" — a description that fits Microsoft, Google, Amazon, and Meta. Market speculation is running toward Microsoft or Google given their aggressive Texas data center expansion in 2025-2026, but no confirmation has been made.

The Deal Structure

The 352 MW campus is located in West Texas. Hut 8 is building the facility — it handles site acquisition, power infrastructure buildout, construction, and operational management. The hyperscaler leases the finished data center under a 20-year agreement, with Hut 8 responsible for maintenance and infrastructure operations.

$10 billion over 20 years implies approximately $500 million per year in lease revenue. That would represent approximately 10-12x Hut 8's current annual revenue — a transformative deal if the campus comes online and the hyperscaler does not exit the agreement early.

The risk in this structure: Hut 8 carries the construction cost and financing burden upfront, with revenue materialising over 20 years. The hyperscaler bears minimal capital risk on the building itself. Hut 8 is essentially functioning as a build-to-lease data center developer — a model that has worked well for companies like Iron Mountain and Equinix, but requires disciplined execution on construction cost and timeline.

West Texas is an attractive location for the hyperscaler because of power cost and availability. Texas's ERCOT grid has significant wind and solar capacity, and Hut 8 has established power procurement relationships from its Bitcoin mining history in the state. Power cost at scale — typically 20-25% of hyperscaler data center operating expense — is meaningfully lower in West Texas than in Northern Virginia (historically the dominant US hyperscaler hub) due to competition among power suppliers on the ERCOT grid.

The Bitcoin Miner to AI Pivot Story

Hut 8 is the most visible example of the Bitcoin mining infrastructure pivot thesis. The argument: large-scale Bitcoin mining operations share critical infrastructure requirements with AI compute — high-density power delivery, industrial cooling, grid interconnect, and operational management of large GPU (or ASIC) fleets. When Bitcoin mining margin compresses (as it did through 2024-2025 after the halving), the underlying infrastructure assets can be repurposed.

In practice, the pivot is not a simple swap. Bitcoin ASICs run in hot-aisle/cold-aisle configurations that differ from GPU density rack requirements. Power distribution at the rack level differs. Cooling infrastructure requires modification. And the operational workflow — monitoring mining hardware for efficiency — is different from managing a hyperscaler-grade infrastructure SLA.

Hut 8 has addressed this by building net-new AI data center campuses rather than converting existing mining facilities. The West Texas campus is a greenfield build on land Hut 8 controls, not a converted mining shed. The competitive advantage from the mining history is the power procurement relationships, the grid interconnect experience, and the operational discipline for running large hardware fleets — not the physical buildings.

Why the Stock Surged 30%

The market reaction reflects the scale of the deal relative to Hut 8's current size. The $10 billion total contract value compares to Hut 8's current annual revenue of approximately $80-90 million. Even with construction costs and financing, a 20-year lease at $500M/year represents a fundamental re-rating of the company's long-term cash flow generation potential.

The 30% gain also reflects relief that the deal closed with a named (if undisclosed) counterparty. Investors in AI infrastructure companies have been cautious about data center developers that announced capacity buildouts without signed tenant agreements — the risk that hyperscaler demand projections are not matched by actual commitments has been a recurring concern. A signed 20-year lease from a major hyperscaler is the validation that concern was premature for this specific project.

The caveat: the stock reaction is pricing in successful execution. If the campus is delayed, runs over budget, or if the hyperscaler exercises early termination clauses, the share price will give back the gain. Data center construction projects at this scale routinely run 15-25% over budget and 6-12 months late.

The Texas AI Data Center Market Context

Texas has emerged as the second-largest US AI data center market after Northern Virginia. The combination of cheap power (ERCOT wind and solar), large available land parcels, a favorable regulatory environment, and the absence of state income tax has attracted aggressive investment.

In 2025-2026, announced AI data center investments in Texas include hyperscaler campuses from Microsoft (Fort Worth and San Antonio), Google (Midlothian), and Amazon (multiple sites). Meta's $10 billion Texas AI cluster announcement in early 2026 accelerated the attention. Hut 8's West Texas campus adds to this concentration.

The ERCOT grid's ability to absorb this load growth is a genuine constraint. The aggressive buildout of solar and battery storage in West Texas has added significant generation capacity, but transmission infrastructure linking West Texas generation to load centers (including the hyperscaler campuses themselves) is the developing bottleneck. ERCOT transmission upgrade projects have multi-year timelines. Hyperscalers signing leases now are making bets that transmission capacity keeps pace with their power draw.

Key Takeaways

• $10B Texas lease signed: Hut 8 signed a 20-year, $10 billion lease with an undisclosed hyperscaler for a 352 MW AI data center campus in West Texas; announced May 6, 2026
• Hut 8 stock +30%: Deal represents ~10-12x current annual revenue; market pricing in transformative long-term cash flow; risk is construction execution and counterparty
• Hyperscaler unidentified: Described as "leading global cloud and AI infrastructure provider"; market speculation toward Microsoft or Google given their Texas expansion programs
• Build-to-lease structure: Hut 8 builds and operates; hyperscaler leases finished facility; Hut 8 carries construction financing risk; ~$500M/year implied revenue
• Bitcoin miner pivot: Hut 8 leverages power procurement relationships and grid interconnect experience from mining history; West Texas is greenfield build, not mining facility conversion
• Texas AI data center context: Second-largest US AI data center market; ERCOT transmission capacity is the developing constraint for the wave of announced investments

For the broader AI infrastructure investment context, read Oracle OCI 84% Growth and $553B Backlog: The AI Cloud Nobody Expected. For AI chip supply dynamics, read TSMC Q1 2026: Record Profit, HBM4 Sold Out, OpenAI Titan Chip Tape-Out.