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AI Impact Database

Calculation factors

The foundation of the whole calculation: electricity and water per kilowatt-hour, the data centre, the GPU hour, hardware manufacturing.

Columns
AI Impact Database: 7 entries, category Calculation factors, CO2e calculated for servers worldwide.
Unit
Grid electricity1 kWh458 gCO2e1 kWhEmberpublished
Water for electricity generation1 kWh0.004 to 17 L1 kWhLBNL and 1 otherpublished
PUE of the data centrefactor× 1.10factorWatershed and 6 othersconvention
On-site water1 kWh1.15 L1 kWhGoogle and 3 otherspublished
Manufacturing per GPU hour1 GPU hour35 gCO2e1 GPU hourGreenITestimated
H100 hour1 GPU hour410 gCO2e1 GPU hour900 WhEpoch AIestimated
Manufacturing a server1 server1.31 tCO2e1 serverNvidiapublished
Version 0.4 of 13 November 2026, CC BY 4.0 licence

Calculated values depend on the location of the servers; published values are used as they stand. An empty source indicates a value calculated by the database from its factors.

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