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Google Publishes Gemini Per‑Query Energy, Water and CO2 Metrics, Proposes Measurement Standard

It emphasizes large efficiency gains for text queries.

Overview

  • Google reports a median 0.24 Wh of electricity, 0.26 ml of water and 0.03 g CO2‑equivalent per Gemini text request.
  • The company equates the electricity used for a single text query to roughly nine seconds of television viewing.
  • Its paper details a methodology that accounts for AI chips, memory, general CPUs, idle capacity kept for spikes and data‑center cooling.
  • Google says average per‑text‑query energy fell about 33× and CO2 about 44× over the past year, crediting mixture‑of‑experts designs and custom chips.
  • The disclosed figures exclude model training and non‑text requests, and other estimates such as OpenAI’s 0.34 Wh per query remain higher as overall data‑center demand grows.