Google Blinked: We Finally Have a Number for AI’s Footprint
In July we asked: what was the environmental footprint of your last prompt? At the time, no major AI company would say. MIT Technology Review even called out the silence earlier this year: not one of the big players would publish per-prompt energy use.
Well, Google blinked.
In a first-of-its-kind disclosure, Google has published the energy, emissions, and water use of a single Gemini text prompt. The median query costs 0.24 watt-hours of electricity—about the same as running a microwave for one second. It also consumes 0.26 milliliters of water, about five drops. Carbon emissions? Roughly 0.03 grams of CO₂ per prompt.
That sounds tiny—until you multiply it by the billions of prompts issued every single day.
And here’s the real breakthrough: Google didn’t just drop a headline number. They itemized the footprint—chips, CPUs, backup machines, cooling. That matters. You can’t fix what you can’t see, and knowing the breakdown tells us where interventions will have the most impact.
This is progress, but not the whole story. Naturally, Google is trying to downplay the number saying, “it’s actually equivalent to things you do without even thinking about it on a daily basis, like watching a few seconds of TV or consuming five drops of water.” But we know this adds up to a big footprint.
And, there are still holes. Google didn’t disclose total daily queries—so we can’t accurately calculate the aggregate footprint. And they chose to calculate emissions based on their clean energy purchases, which paints a rosier picture than the average grid would.
But, this is heading toward the kind of transparency we need if AI is going to serve as a tool for climate solutions instead of compounding the problem. Without hard numbers, we’ve been flying blind. Now, at least, we’ve got a starting point.
What’s next? A standardized AI Energy Score—like Energy Star ratings for appliances—so users can compare across platforms. Until then, we’ll have to keep pushing for disclosures like this one. It’s a good start.
Bottom line: One microwave-second per prompt might not sound like much. But at scale, it’s a wake-up call. The era of invisible AI costs is over.
📌 Read the original piece here:
Anthralytic is a strategy and evaluation firm — and this newsletter is where we share insights at the intersection of AI, social impact, and accountability. Subscribe for grounded analysis, practical tools, and sharp takes on how tech is reshaping impact work. To see what we can do for you, visit us at anthralytic.ai.


