Charts and maps

Charts
AI data drawn and sourced, from the electricity use of data centres to the water used by one question.
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Key figures
The selected value, what it represents and its source, from one written question to the world's data centres.
All key figures →Key figureOne question · 2025Electricity used by a written question to an AI0.3Wh0.24 Wh, Google0.34 Wh, OpenAIthe range published by providersA typical questionEpoch AI, February 2025Key figureOne question · 2024Electricity used by an AI-generated image2.9Whabout 15% of a phone charge (19 Wh)Average of open modelsLuccioni et al., 2024; EPAKey figureOne question · 2025Water for one question to Gemini0.26mLabout 5 drops of water evaporatedOn-site cooling onlyGoogle, August 2025Key figureWorld · 2024Electricity consumed by data centres in 2024415TWhabout 1.5% of the electricity consumed worldwideAll uses, not AI aloneIEA, April 2025

Across the hub
AI Impact DatabaseAll the figures, their methodology and their sources.
AI Ranking10 assistants rated out of 100: performance, ethics and environment.
AnalysesThe signed pieces: analyses, viewpoints, "Where does this figure come from?".
Charts and mapsYou are hereThe reference visuals, with their data and sources.
ToolsOpen calculations, your assumptions on the left, the result on the right.



A question about a figure?
An error, a source to add, a methodology question, a press request: write to us. Guillaume Pakula, Clément Reynaud, Sébastien Pierfederici and Alexandre Veilly will reply.
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Projet Celsius, which runs this hub, also helps companies measure and reduce the footprint of their AI use.
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