16.904 mL per modeled query: 2.200 mL direct + 14.704 mL electricity-related consumption. Historical scenario, not present-day ChatGPT; excludes training and hardware.
Water depends on the model, response length, hardware, location, weather and electricity supply. Some sources count only cooling; others also count water consumed in generating electricity. An average or median cannot measure your individual prompt.
Almond vs ChatGPT: is that a fair comparison?
A farm water-footprint number and a data-center cooling number describe different systems. Geography, irrigation, supply chains and whether a study counts consumption or withdrawal all matter. We do not turn them into an almond-equivalent score.
Sources & calculation notes
Formula: prompts × source mL per prompt ÷ 1,000 = liters. The glass illustration divides milliliters by 250. Display values are rounded to about two significant figures. No training-water allocation is added.
Google, Measuring the Environmental Impact of Delivering AI at Google Scale (2025). Median Gemini Apps text prompt, May 2025: 0.26 mL, direct cooling consumption.
Li et al., Making AI Less “Thirsty” (2023 paper, v5 dated 26 March 2025), §3.3.2 and Table 1. Modeled US average: 2.200 + 14.704 = 16.904 mL/query. Assumes 4 Wh of server energy for a request with up to about 800 input words and 150–300 output words.
Sources are a dated snapshot, not live telemetry. None establishes the full footprint of a specific prompt today.
Visit analytics and privacy
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