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CL-0020 / AI & Energy / ORIGINAL SNAPSHOT 05 NOV 2026 IEA projection: 950 TWh data-center electricity by 2030

Will global data-center electricity demand approach the IEA's projected 950 TWh in 2030?

The IEA's Key Questions on Energy and AI report, published 16 April 2026, estimates data centers used about 485 TWh in 2025 and projects roughly 950 TWh by 2030 in its central outlook. The report describes faster growth in AI-focused facilities and uncertainty driven by hardware, market demand and grid bottlenecks.

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01 / Evidence assessment

What the primary sources establish

The IEA's Key Questions on Energy and AI report, published 16 April 2026, estimates data centers used about 485 TWh in 2025 and projects roughly 950 TWh by 2030 in its central outlook. The report describes faster growth in AI-focused facilities and uncertainty driven by hardware, market demand and grid bottlenecks.

What cannot yet be concluded

Evidence limit: This is an IEA energy projection, not an observed 2030 outcome and not a Cortist probability forecast. Future annual statistics may revise definitions and baselines. Data-center power demand is broader than AI-only consumption and cannot be inferred directly from hypothetical company investment pledges.

Category: projection tracking. This is an external agency scenario. It is not a locked, scored Cortist forecast.

02 / Source chronology

Dated evidence history

IEA global outlook published

Central projection roughly 950 TWh data-center electricity demand in 2030.

Evaluation year closes

Comparable measured electricity data should be used rather than rewriting the forecast.

03 / Original documents

Inspect the primary sources

IEA: Key Questions on Energy and AI (April 2026) ↗2026-04-16 · direct original publication
IEA: Executive summary with 485 to 950 TWh projection ↗2026-04-16 · direct original publication

Original publisher rights are retained. URLs are source attributions, not third-party audits of each claim.

Trace what happens next

The Evidence Graph timeline connects this new case to its original sources, topic and any corresponding Cortist article. Future material changes require a new dated version, not edits to this baseline.