Seven of the highest ten miners by hashrate report AI or high-performance computing initiatives already producing income, and the opposite three plan to do the identical.
The shift combines miners’ powered land and interconnections with contracted income from GPU clients, making a second line of enterprise that competes with operating ASICs at full energy.
AI partnerships redefine mining economics and investor focus
TeraWulf set the benchmark after signing two 10-year internet hosting agreements with Fluidstack, totaling roughly 200 MW in Lake Mariner.
Based on Barron’s, Google is backing a portion of Fluidstack’s lease obligations, as much as about $1.8 billion, and has obtained ensures that may very well be equal to about 8 p.c of TeraWulf. The disclosed deal calculations suggest roughly $1.85 million per MW per yr of core income over the time period, which many miners now use as a benchmark when courting IA tenants.
Core Scientific expanded a 12-year relationship with CoreWeave to realize roughly 70 MW of extra HPC capability, with operations deliberate for the second half of 2025. Bitdeer continues to function a business AI cloud based mostly on NVIDIA DGX programs, whereas Iris Power experiences an AI cloud enterprise operating on H100 and H200 GPUs.
Others are constructing the true property for the following wave. CleanSpark mentioned on Oct. 29 that it had secured 271 acres and about 285 MW of long-term energy in Texas for what it calls a next-generation AI and HPC campus. Marathon agreed in August to amass 64 p.c of Exaion, a subsidiary of EDF, to develop its world AI and HPC capabilities, with the choice to extend its stake to 75 p.c by 2027.
Riot has been evaluating the conversion of roughly 600 MW at Corsicana for AI or HPC and has paused a few of its mining growth, leading to a discount of hashrate steering for the tip of 2025 from 46.7 EH/s to 38.4 EH/s. Bitfarms has employed consultants to conduct a feasibility research and has been advertising and marketing its websites to AI purchasers.
Cipher Mining reportedly has a multi-year Fluidstack cope with a leasing dedication tied to Google, though not all phrases are revealed in a single major submitting. Abu Dhabi’s Phoenix Group has signaled plans to scale alt=””>
The financial argument is predicated on energy and predictability.
Utilizing the present community context of about 1.08 to 1.10 ZH/s and 144 blocks per day with charges which have ranged from about 0.3 to 2.0 BTC per block, one MW of contemporary ASICs at about 17 J/TH interprets to about 0.059 EH/s hashrate.
That a part of the community earns roughly $1.0 million to $1.6 million per MW per yr in gross mining income earlier than vitality and working bills, at a bitcoin worth of almost $104,000, in response to CoinWarz worth and hashrate knowledge. The midpoint of that vary, between $1.2 million and $1.3 million, is behind the $1.85 million per MW per yr implied by TeraWulf’s AI contracts.
Power worth, capex, and utilization decide margins in both mannequin. Nonetheless, the contracted nature of AI internet hosting has change into a key function for inventory buyers in search of extra secure money flows relatively than pure publicity to threat and charges.
Macro demand charts from McKinsey present that US ERCOT initiatives will see peak demand over the following 5 years, with knowledge facilities being a significant component, with analyzes indicating roughly 35 GW of peak demand from Reuters. These figures align with the miners’ argument that their grid connections, substations, and land banks at the moment are scarce inputs for AI campuses, not simply exahash.
This realignment adjustments what issues inside the mining classification.
A miner directing new megawatts towards AI may even see decrease general hashrate progress than a pure operation. Nonetheless, its enterprise worth may be improved by way of contracted income, energy optionality and longer-term agreements.
Core Scientific’s additions with CoreWeave put a 12-year stamp on the mannequin. CleanSpark’s 285 MW plan and Marathon’s Exaion buy push miners to personal and function mixed-use campuses the place GPUs, miners, and typically commonplace colocation can share infrastructure. Riot’s public evaluation of 600 MW in Corsicana demonstrates how shortly the combo can change when a website already has transformers, switchgear, water rights and fiber infrastructure.
There are limitations. ERCOT interconnection schedules, new peaking fuel turbine availability, and transformer lead instances dictate how shortly high-density halls may be energized. GPU provide stays a deciding issue as Blackwell and successor components ramp up and hyperscalers allocate stock to inner builds.
On the cryptocurrency facet, any adjustments to price regimes that materially enhance per block charges can shut a few of the income per MW hole between mining and AI internet hosting. A transfer of about 0.5 BTC per block in sustained common charges is price about $0.2 to $0.3 million per MW per yr in gross miners’ income at present worth ranges, based mostly on the straightforward community share calculations above.
Traders are trying on the composition of earnings, and never simply the exahash.
AI megawatts contracted and {dollars} per MW per yr have gotten the brand new revelations to trace. The vary of $1.5 to $2.0 million per MW per yr is rising as a sensible benchmark for high-density internet hosting within the US, with the determine disclosed by TeraWulf serving as the present benchmark.
Utility capex plans and interconnection queue upgrades at the moment are as related to miners’ prospects as ASIC supply schedules. As spot energy within the US shrinks, miners with already energized land, permitted rigs and spare substations can monetize that optionality sooner than greenfield entrants.
The worldwide angle provides weight. Marathon’s transfer with Exaion hyperlinks a US miner to an EDF subsidiary inside the French electrical energy system, aligning GPU internet hosting with state-adjacent vitality property.
Phoenix Group’s plan to scale within the Gulf, whereas contemplating a US IPO, places sovereign energy economics within the combine for AI infrastructure.
Such buildings might entice extra miners to joint ventures the place utilities or vitality buyers anchor long-term contracts in trade for capability rights, precedence interconnections or fairness stakes.
For crypto fundamentals, the pivot might gradual the speed at which the community’s hash price expands till 2026 if materials parts of recent vitality are directed to GPUs as a substitute of ASICs. The community will proceed so as to add hashes as new websites come on-line and older fleets are up to date, however the slope might flatten relative to the final surge.
That would not cease capital from coming into mining, as excessive bitcoin costs and price spikes can nonetheless enhance returns; Nonetheless, it makes the hashrate leaderboard a weaker indicator of inventory worth than in earlier cycles.
Under is a concise snapshot of the present state of affairs of the most important publicly traded miners. The standing displays whether or not AI/HPC is already producing income or continues to be within the planning or analysis phases, based mostly on firm disclosures and traditional reporting.
What must be noticed now’s easy and measurable. Monitor AI megawatts contracted and {dollars} per MW per yr on new filings, utility capital spending trajectories and ERCOT load opinions, and thirty-day averages for bitcoin charges relative to subsidy utilizing sources like CoinWarz.
These knowledge factors will inform you how a lot mining energy is transferred to GPUs, how shortly campuses are energized, and the way the income hole per MW is evolving. The most important miners are already making use of that guide.
