GigaCapacity
Free tool
How much does data center energy cost at AI-scale load?
Updated June 14, 2026

Energy and PUE

Data Center Energy Cost and PUE Calculator

Use this calculator to estimate annual facility energy consumption and cost from IT load, utilization, PUE, rates, and demand charges.

It makes PUE financially visible by showing how each 0.01 change in PUE affects annual kWh and dollars at AI-scale load.

How to use this calculator

Use when comparing markets, cooling designs, utility tariffs, or PUE improvement projects for AI-scale capacity.

  1. 01

    Enter the buyer scenario

    Start with the editable energy and pue inputs and replace defaults with current quotes, tariffs, engineering values, or buyer assumptions.

  2. 02

    Review the modeled outcome

    Use the modeled outcome, decision checks, and copied brief to compare the scenario against buyer constraints.

  3. 03

    Verify the result before acting

    Check the caveats, source table, and related guides before treating the output as a quote, bid, or final site decision.

Calculator inputs

Scenario defaults are editable. Replace them with current quotes, utility tariffs, tax counsel inputs, or engineering values before relying on the output.

Modeled energy case

Modeled outcome

Use interval load data and tariff sheets for investment-grade pricing, then test PUE improvements against actual cooling design.

Average IT load

23.4 MW

Annual facility energy

270,579 MWh

Energy cost

$20.29M

Demand cost

$4.28M

Total annual cost

$26.07M

PUE improvement savings

$1.49M

Decision checks

  • Annual facility energy: 270579 MWh
  • Energy cost: $20.29M
  • Demand cost: $4.28M

How does the energy and pue model work?

The calculator converts average IT MW into annual IT kWh, multiplies by PUE for total facility kWh, applies energy and demand charges, and adds fixed utility fees. The improvement case subtracts the buyer-entered PUE reduction to show annual avoided energy cost. PUE is treated as a planning ratio, not a complete sustainability score, so water, carbon intensity, curtailment, and tariff structure should be reviewed separately.

What should buyers verify before using the result?

  • Tariffs may include ratchets, coincident peak charges, riders, taxes, and utility infrastructure agreements not captured in a simple rate.
  • PUE does not measure IT utilization, water use, carbon intensity, or power availability.
  • Use metered intervals and tariff sheets for investment-grade modeling.

Related guides and tools

Which sources support this energy and pue model?

SourceUse in this toolLink
Uptime Institute Global Data Center Survey 2025Data center efficiency and operations benchmark context.Open
LBNL PUE comprehensive examinationFoundational PUE metric definition and limitations.Open
Flexential power usage effectiveness explainerPUE definition and operational context.Open
DOE Better Buildings data centers resourcesFederal resources for data center energy efficiency.Open
U.S. EIA Electric Power MonthlyElectricity price and sales context for power cost assumptions.Open
ASHRAE 2021 equipment thermal guidelines reference cardThermal class reference for air and liquid-cooled IT equipment.Open
CBRE North America Data Center Trends H2 2025Market supply, vacancy, and leasing pressure across North America.Open
JLL 2026 Market Outlook for Global Data CentersGlobal market outlook, cost, site selection, and power context.Open

FAQ: How much does data center energy cost at AI-scale load?

PUE is total facility energy divided by IT equipment energy. A lower PUE means less overhead energy for cooling, power distribution, lighting, and support systems.

At tens or hundreds of MW, each small PUE change affects millions of kWh per year. The financial impact grows with load, utilization, and electricity price.

No. PUE is useful, but buyers should also compare power availability, tariff risk, water, carbon, uptime, density support, and expansion rights.