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A data center is a purpose-built facility for servers, storage and networking, plus the electrical, backup, cooling and building systems that keep them operating. Building one can cost hundreds of millions because construction costs are measured against large power capacities: JLL’s 2026 forecast puts average global shell-and-core construction at $11.3 million per megawatt (MW), so a 50 MW project implies about $565 million for that scope alone. That figure excludes land and active IT equipment, and is not a complete project budget.
The key to understanding any data center price is to ask what it includes. A shell-and-core estimate, an equipment fit-out and a project’s lifetime energy bill are different costs, and none should be mistaken for the others.
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What is a data center?
A data center is a building and supporting infrastructure designed to house and operate computing equipment. Servers process applications and data; storage systems retain information; and networking equipment moves it between servers, users and other systems. The facility supplies those machines with reliable electricity, backup power, cooling, monitoring and physical protection.
It is therefore more than a warehouse with racks. Even a conventional data center needs electrical distribution and heat removal alongside the IT equipment. The design depends on the workload, how much power it requires, how much downtime the operator can tolerate, and the site’s constraints. An AI-focused facility may have denser computing and different cooling needs than a facility built for other workloads; not every data center is an AI campus, and not every project uses liquid cooling.
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For construction, the distinction between the building and the computing systems inside it matters enormously. A cost estimate might cover the building shell and core, the equipment that makes the building operational, the servers and network hardware, or a combination. Without that scope, a per-megawatt figure cannot reliably describe what a project will cost.
Why can building a data center cost hundreds of millions?
Projects are often described by power capacity in megawatts. Multiplying a cost of several million dollars per MW by a facility measured in tens of MW quickly produces a total in the hundreds of millions. The arithmetic is straightforward; the difficult part is establishing what the per-MW price actually includes.
JLL Research’s 2026 Global Data Center Outlook forecasts average global shell-and-core construction costs of $11.3 million per MW in 2026, up from $10.7 million per MW in 2025. Applying the 2026 forecast to a 50 MW example gives $565 million (50 × $11.3 million). That is an illustration based on JLL’s average forecast—not a quote for a specific project—and it covers shell and core rather than a fully equipped, operating data center.
JLL says the benchmark excludes land acquisition and active IT equipment. It also reports that tenants typically pay separately for technology fit-out, which can cost as much as $25 million per MW for AI infrastructure. At that upper figure, 50 MW of AI technology fit-out would amount to as much as $1.25 billion in addition to the example shell-and-core cost, if the scopes and assumptions align. That multiplication is only an illustration of the possible scale, not a forecast or universal all-in price.
Keep the units and scope attached to every figure. MW describes power capacity, but estimates may use different capacity definitions, such as facility power or critical IT load. Two estimates both stated “per MW” may not be directly comparable if their denominators or included components differ.
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What does a data center construction estimate include?
“Construction cost” does not have one universal meaning. It can refer to the building and its core infrastructure, a wider fit-out, or an illustration that also includes servers and other IT hardware. Ask for the estimate’s boundaries before comparing its total with another project or using it to plan a budget.
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A free scan shows the junk files, broken settings and background clutter dragging Windows down - then fixes them in one click.Free scan · Windows 10 & 11- Land and site work: The parcel, preparation and other site-specific requirements may sit outside a quoted building benchmark. JLL’s 2026 shell-and-core average excludes land acquisition.
- Shell and core: The main building construction and core systems required to support its intended use. This is the scope of JLL’s $11.3 million-per-MW 2026 average, not the servers installed inside.
- Electrical and mechanical systems: Power distribution, backup power and heat-removal equipment are essential to a data center. Whether and how these appear in an estimate depends on its scope.
- Technology fit-out: Equipment and systems installed to support a particular computing workload. JLL says AI infrastructure tech fit-out can reach $25 million per MW; this is a separate scope from its shell-and-core average.
- Active IT equipment: Servers, networking and storage. JLL excludes this from its construction benchmark, while some broader cost illustrations include it.
- Operating costs: Electricity and other expenses over the facility’s life are not the same as capital costs to build and equip it.
A useful estimate should make clear which of these are included, which are excluded, and whether any figure is a forecast, an illustrative model or a project-specific price. It should also name the date, location, scale, cooling approach and capacity definition used.
Where can the money go?
A 2025 appendix published by the New York State Energy Research and Development Authority (NYSERDA) reproduces an illustrative per-MW cost breakdown credited to BofA Global Research. In the detailed table, servers and other IT hardware account for most of the listed total. That provides a useful example of why the price of a data center is not just the cost of its building.
| Category in the illustrative table | Cost per MW | Share of table total |
|---|---|---|
| Servers | $25 million | 66% |
| Networking | $3.6 million | 10% |
| Storage | $1.2 million | 3% |
| Electrical equipment | $1.7 million | 5% |
| Thermal equipment | $1.4 million | 4% |
| Engineering and construction categories, including fees, contractor overhead, building and installation | $4.1 million | 11% |
| Detailed table total | $37.6 million | 100% |
Prices checked November 2026.
The NYSERDA appendix gives a $37.6 million-per-MW total for the displayed line items. Its exhibit heading separately describes estimated capital expenditure as $39 million per MW. Those are related but distinct figures: quote $37.6 million for the table total, or describe the exhibit headline as an estimate of about $39 million per MW. Do not combine them into one exact total.
The illustrative table’s IT categories—servers, networking and storage—sum to $29.8 million per MW, or 79% of its displayed total. Servers alone are $25 million per MW, or 66%. Those shares are specific to the table’s assumptions; they are not a rule that servers will account for the same proportion of every project’s cost. The exhibit is also not interchangeable with JLL’s shell-and-core benchmark: its displayed categories include IT and other costs beyond that narrower scope.
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This example helps explain why broad claims about “the cost to build a data center” can appear to disagree. One number may describe the shell and core; another may count hardware and fit-out as well. Both can be internally meaningful while answering different budget questions.
How do power, cooling and location change the price?
Power availability shapes both where a project can be built and what infrastructure it requires. JLL Research’s 2026 outlook says speed to power is the primary criterion driving site selection, followed by community support, latency and proximity to customers. A site’s ability to secure adequate power on the project’s schedule can therefore be a central development constraint, not just a utility detail.
Cooling and power delivery also respond to the computing density a facility is designed to support. Higher rack power density creates more heat to remove and increases the demands on cooling and electrical systems. A 2024 filing by CleanSpark, Inc. described industry estimates of 20–40 kW per rack and projected build costs of $15–20 million per MW, while discussing liquid cooling at higher rack densities. Those statements, made in a company filing and based on cited industry sources, are dated context—not a universal current cost benchmark. They should not be compared with JLL’s 2026 shell-and-core average without checking each estimate’s scope and assumptions.
In its comparison of a single-tenant, 50 MW air-cooled facility, JLL notes a 10% cost premium for liquid-cooled facilities. It also reports that multistory facilities in the Americas add 20% to construction costs in that comparison. These are design-specific comparisons, not percentages to apply automatically to every data center. The cooling method, rack density, building form and baseline used in an estimate all matter.
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Geography affects more than construction labor and building conditions: it changes the economics of running the facility as well. McKinsey Global Institute’s modeled analysis of 100 MW AI colocation data centers estimates levelized facility-energy costs of roughly $200 per MWh in some Chinese locations and close to $380 per MWh in London. These are scenario results under the study’s assumptions, not local electricity tariffs or construction quotes. The analysis models a 20-year operating life, construction time and utilization; it excludes IT hardware and is before taxes and direct subsidies. It attributes much of the modeled geographic difference to electricity prices, with power and cooling equipment also contributing.
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The practical consequence is that construction capital and lifetime economics need separate lines in a project comparison. A lower initial build estimate does not, by itself, establish which site will have lower total costs to operate.
How should you compare two data center cost estimates?
Use a scope check before treating two per-MW numbers as comparable. A quick review of the estimate’s boundary, denominator, design and date can reveal why the totals differ.
- Confirm the capacity denominator. Find out whether MW means facility power, critical IT load or another measure. Do not assume that the denominator matches across estimates.
- List the included costs. Separate land and site work, shell and core, utility connections, electrical and cooling systems, technology fit-out, servers, networking and storage. Mark each as included, excluded or unclear.
- Match design assumptions. Compare cooling type, rack density, redundancy choices and building form. A figure for a single-tenant, air-cooled facility should not silently stand in for a liquid-cooled or multistory design.
- Match location and date. Construction conditions, power availability, electricity prices, climate and the timing of the estimate vary. A forecast for one year and geography is not a fixed price for a different project.
- Separate capital from operations. Construction and equipment are upfront investment; modeled energy cost is an operating expense over time. A lifetime energy estimate should not be added to or substituted for a construction total without stating the accounting basis.
If an estimate lacks these details, treat it as a partial or illustrative number rather than an all-in budget. The right follow-up is not simply “What is the price per MW?” but “What capacity definition and project scope does that price represent?”
Who is involved in building and equipping a data center?
A data center project connects several kinds of suppliers and operators. In its analysis of the infrastructure behind data centers, McKinsey identifies builders, utilities, infrastructure-equipment providers, chip developers, computing-hardware suppliers and operators as parts of the ecosystem. These categories help explain why project costs span much more than construction contracts.
Builders and designers deliver the facility; utilities and other energy providers are involved in supplying power; infrastructure-equipment firms provide systems such as power and cooling equipment; and chip and hardware suppliers provide components and computing systems. Operators run facilities or provide computing services. McKinsey’s cost-of-compute analysis discusses those categories and its investment outlook, but warns that its forecast quantifies only three of five investor archetypes. It should be read as a forecast, not a full tally of realized spending.
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What is the clearest way to interpret a headline cost?
Translate the headline into scope before judging whether it is high or low. For example, JLL’s 2026 average of $11.3 million per MW is a shell-and-core forecast that excludes land and active IT equipment. NYSERDA’s 2025 appendix reproduces a broader illustrative breakdown credited to BofA Global Research, with a $37.6 million-per-MW detailed table total and a separate exhibit headline of about $39 million per MW. Neither figure is a universal price for a finished data center.
For a construction decision, the useful question is which project components the estimate funds and which remain to be budgeted. A tens-of-megawatts project can reach hundreds of millions in shell-and-core cost alone, while technology fit-out and IT equipment can add substantial separate capital. Location, power access, cooling design and the capacity definition determine whether a comparison is meaningful.
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Is a data center the same thing as a server farm?
The terms are sometimes used loosely, but a data center means the full facility and its supporting infrastructure, not just a group of servers. A server farm describes computing equipment; it does not by itself specify the building, power, cooling or backup systems needed to operate that equipment.
What does MW mean in a data center project?
MW, or megawatt, is a unit of power capacity. In project estimates, the important follow-up is what that capacity measures—such as total facility power or critical IT load—because the same per-MW price can mean different things with different denominators.
Does a data center construction estimate include land?
Not necessarily. For example, JLL’s 2026 shell-and-core benchmark excludes land acquisition, so readers should check the estimate’s stated scope rather than assume land is included.
Why do data centers need backup power?
Computing workloads depend on electricity, so a facility’s design includes backup systems to support continuity when normal power is interrupted. The specific arrangement depends on the project’s operating requirements; the cited cost benchmarks do not specify one universal backup configuration.
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