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Data center value comes from dependable cash flow, not from a headline megawatt figure. A defensible valuation starts with power that is actually deliverable and energized, converts usable IT load into occupied and billable capacity, tests the quality and duration of contracts, deducts operating and capital costs, and then applies a discounted-cash-flow or income-capitalization method. Transaction multiples, public-company metrics, replacement cost and future expansion options are cross-checks—not substitutes for that operating model.
Start by defining what is being valued
Before calculating a multiple, specify the valuation perimeter. An enterprise valuation may include every site and corporate liability; a campus valuation may include several buildings and future phases; a building valuation may cover only one operating phase. The answer also changes depending on whether the numerator is enterprise value, asset value or equity value.
State the denominator just as precisely. Common choices are commissioned megawatts, usable IT megawatts, contracted megawatts, leased megawatts or billable megawatts. A buyer should also state the valuation date, geography, currency, operating phase, remaining construction spend and whether debt is included. Without those definitions, two apparently similar price-per-MW figures can describe different assets.
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Utility service is only the starting point. Gross incoming power must be converted into the IT load that customers can use after electrical losses, cooling demand, reserve margins, redundancy and site operating limits. Keppel DC REIT’s annual report notes that 1 gigawatt equals 1,000 megawatts, but it reports supply, take-up and utilization separately; the distinction is essential when reading any headline capacity number.
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| Capacity label | What it means | How it affects value |
|---|---|---|
| Requested or queued | Power or capacity sought from a utility or authority but not secured for operation | Usually an option or development possibility, not operating revenue |
| Contracted or committed | A customer has agreed to reserve capacity, often before equipment is installed | Supports future visibility, but does not prove current utilization or cash collection |
| Firm power | Supply backed by the utility or contract on defined reliability terms | More valuable than an unconfirmed allocation; curtailment terms still matter |
| Energized | Electrical infrastructure is live and can deliver power to the facility | Removes a major delivery risk, subject to commissioning and operating constraints |
| Commissioned or usable | Capacity has passed testing and can support customer IT load | Appropriate base for operating forecasts after deducting reserves and losses |
| Leased or take-up | Customers have contracted for space, power or services | Creates a revenue pipeline, with deployment and acceptance conditions to verify |
| Billable or occupied | Installed customer load is live and generating invoices | Closest capacity measure to current revenue and recurring cash flow |
Announced pipeline megawatts should therefore remain outside the base case until the probability, timing and cost of power, permits, construction and customer demand are modelled. A megawatt that is energized but stranded, or contracted but awaiting deployment, cannot be valued like a billable operating megawatt.
Separate commitment from utilization
Commitment measures what customers have reserved; utilization measures what they are actually using or what the operator is billing. A customer can sign for an entire expansion block, install equipment gradually and pay only for deployed services. High commitment can therefore coexist with lower current revenue.
GDS Holdings Limited reported the following commitment and utilization rates for area in service:
| Year | Committed | Utilized |
|---|---|---|
| 2021 | 93.8% | 65.5% |
| 2022 | 95.5% | 71.8% |
| 2023 | 92.8% | 73.1% |
In its 2024 annual report covering 2023, GDS said the gap was primarily customers that had not yet fully used all revenue-generating services they had committed to. The figures illustrate why a valuation should forecast the timing and probability of ramp from commitment to occupied load rather than treating the commitment percentage as present utilization.
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Metrics are also product-specific. Equinix defined cabinet utilization as billed cabinet space divided by total cabinet capacity and reported approximately 77% at March 31, 2026. Cabinet utilization is not interchangeable with electrical utilization, leased square feet or megawatts. When comparing facilities, use the same definition, denominator and reporting date.
Examine the contracted-revenue bridge
Contracted revenue is valuable because it improves visibility, but its quality depends on what the contract actually obliges each party to deliver and pay. Build a schedule for every material customer and service:
- Base rent for suites, cages, cabinets or other space.
- Power charges, including fixed allocations, metered consumption and any pass-through of utility costs.
- Managed services, connectivity, cross-connects, remote hands and installation fees.
- Escalators, indexation, minimum bills and take-or-pay provisions.
- Ramp rights, deployment milestones, expansion options and acceptance tests.
- Termination rights, service-level credits, renewal windows and early-exit payments.
Switch defines total contract value as revenue contracted through the active contract term, including fixed power charges. Its weighted-average lease expiry, or WALE, is a revenue-weighted measure of in-place contract duration that excludes utility reimbursements. Those definitions show why a headline contract value and a WALE figure must be read with their inclusions and exclusions.
Do not book a customer booking as revenue before the contract’s deployment or acceptance gate is met. Matchpoint Partners advises testing tenant concentration, parent guarantees, deposits, counterparty credit, renewal probability and churn, as well as the cost and timing required to deliver the promised capacity. A long contract with a weak counterparty, a broad termination right or unfunded delivery obligations may produce less value than a shorter contract with strong credit and fully delivered infrastructure.
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Turn usable megawatts into revenue and cash flow
A practical operating model proceeds from physical capacity to cash, in this order:
- Establish usable IT load. Start with energized power and deduct electrical losses, cooling, reserve capacity, redundancy and other operating constraints. Keep utility supply and IT load in separate lines.
- Forecast occupied load. Apply deployment schedules and expected utilization to usable capacity. Model committed customers that are not yet live as a ramp, not as current occupancy.
- Apply effective pricing. Calculate rent, power, managed-service and installation revenue by product. Show escalation, discounts, minimums and power pass-through separately so a tariff change is not mistaken for organic growth.
- Deduct operating costs. Include electricity and cooling, staffing, maintenance, network and security, insurance, property rent, taxes and other site costs. Track power costs that are reimbursed by customers separately from costs borne by the operator.
- Subtract recurring capital needs and working capital. Replacements, fit-outs, network upgrades and cooling retrofits can consume cash even when reported EBITDA is rising. Include the timing of deposits, receivables and customer-funded construction.
- Calculate recurring EBITDA, free cash flow and debt-service capacity. These outputs are more decision-useful than EBITDA divided by announced megawatts because they reflect occupancy, price, cost and capital intensity.
For a revenue-per-megawatt view, divide recurring revenue by the same usable, occupied or billable MW denominator throughout the comparison. For a cash-flow-per-megawatt view, use free cash flow after recurring capital expenditure. Never switch from usable MW in one asset to contracted MW in another without disclosing the change.
Apply the valuation methods in combination
Income capitalization
For a stabilized facility, capitalize normalized net operating income: stabilized NOI divided by a capitalization rate. Normalize occupancy, one-time installation income, temporary discounts, utility reimbursements and maintenance spending before applying the rate. Mapletree Industrial Trust disclosed 2026 Asia data-centre capitalization rates of 6.00% to 6.50%. Those are disclosed valuation assumptions for that portfolio and year, not a universal rate for every market or asset.
Discounted cash flow
A DCF forecasts lease-up, pricing, costs, capital expenditure and terminal value, then discounts the resulting cash flows for time and risk. Mapletree disclosed 2026 discount-rate ranges of 3.60% to 7.75% for Asia data centres and 6.50% to 10.00% for North America. Its disclosed 2026 terminal capitalization rates for Asia were 3.90% to 6.75%. The spread reflects differences in geography, asset quality, contract risk and market conditions; it should not be copied without matching those circumstances.
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Comparable transactions and public-company multiples
Comparables are useful only after normalizing the capacity denominator, asset maturity, geography, contract profile, tenant credit, utilization and remaining capex. A transaction that includes land, expansion rights or a powered shell cannot be compared directly with an operating, fully occupied building. Public-company metrics may also include development pipelines, corporate overhead and unrelated assets.
Replacement cost
Estimate the cost to recreate land, buildings, substations, generators, cooling, network connectivity and resilience, then adjust for age, obsolescence, permitting and lease-up. Replacement cost can frame a floor or ceiling, but it does not guarantee demand or cash flow. A technically modern facility in an oversupplied market may be worth less than its construction cost.
Option value for future phases
Future power, land, permits, customer demand and expansion rights have option value only when their probability, timing and required capital are explicit. Model the probability of energization, the time to deliver, expected margins and the chance that demand or tariffs change. Unsupported pipeline remains outside the base case; it can be shown separately as a probability-weighted upside case.
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A credible comparison normalizes the following factors before any price-per-MW conclusion:
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| Axis | Questions to answer |
|---|---|
| Capacity | Are the figures usable, commissioned, leased, occupied or merely announced MW? |
| Utilization and lease-up | What denominator is used, and how quickly are committed customers deploying? |
| Contracted revenue and WALE | What revenue is fixed, what is pass-through, and how long do contracts remain in force? |
| Tenant risk | How concentrated are customers, and what are their guarantees, deposits, credit quality and renewal history? |
| Power certainty | When is each block energized, what is firm, and what curtailment or outage protection applies? |
| Cost structure | How are electricity and cooling costs allocated, and what is the facility’s power-usage effectiveness and cooling design? |
| Capital requirements | What construction, fit-out, retrofit and recurring replacement spending remains? |
| Market conditions | How much competing supply is coming, and what are local demand, permitting and grid constraints? |
| Resilience | What availability, redundancy, maintenance and disaster-recovery design is contracted? |
| Valuation assumptions | Which discount rate, capitalization rate and terminal assumptions were used, and do they match the asset’s risk? |
Stress the downside before accepting the base case
Run integrated scenarios rather than changing one variable at a time. Delay energization and customer deployment; lower utilization; increase electricity tariffs; test curtailment and outage events; model stranded or obsolete capacity; add retrofit requirements; increase tenant churn; raise refinancing costs; and overrun construction budgets. Link each shock to revenue, operating cost, capital expenditure, debt service and terminal value.
A reverse stress test starts with the question, “What would eliminate equity value?” It may reveal that a modest delay causes a covenant breach, that one tenant represents too much contracted load, or that a tariff increase overwhelms a supposedly protected margin. Record the threshold for each failure and the contractual or operational mitigation available.
What a defensible valuation conclusion looks like
The conclusion should identify the asset perimeter, reporting date, geography, usable and billable MW, commitment and utilization definitions, contracted-revenue quality, remaining delivery capital and the valuation methods reconciled. A megawatt multiple becomes informative only after those items are aligned. If they cannot be aligned, present a range of cash-flow outcomes and explain the denominator rather than publishing a deceptively precise single number.
The central test is simple: can the facility deliver reliable IT load, keep customers using it, collect contracted revenue and convert that revenue into sustainable free cash flow after power, operations and capital needs? Valuation follows from those answers, not from the size of the announced power queue.
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