/
Navigation
Chronicles
Browse all articles
Explore
Semantic exploration
Research
Entity momentum
Nexus
Correlations & relationships
Story Arc
Topic evolution
Drift Map
Semantic trajectory animation
Posts
Analysis & commentary
Pulse API
Tech news intelligence API
Browse
Entities
Companies, people, products, technologies
Domains
Browse by publication source
Handles
Browse by social media handle
Detection
Concept Search
Semantic similarity search
High Impact Stories
Top coverage by position
Sentiment Analysis
Positive/negative coverage
Anomaly Detection
Unusual coverage patterns
Analysis
Rivalry Report
Compare two entities head-to-head
Semantic Pivots
Narrative discontinuities
Crisis Response
Event recovery patterns
Connected
Search: /
Command: ⌘K
Embeddings: large
TEXXR

Chronicles

The story behind the story

days · browse · Enter similar · o open

Google says the median Gemini app text prompt consumes 0.24Wh of energy, about the same as running a microwave for a second, and emits 0.03g of CO2 equivalent

an official report confirms that Gemini consumes per query:  — 0.24 Wh of energy (~9 seconds of TV)  — 0.03 g of CO2 equivalent  — 0.26 ml of water (about 5 drops)  —  blog: cloud.google.com/blog/product... Nicole Hennig / @nic221 : Measuring the environmental impact of AI inference |  Google Cloud Blog https://cloud.google.com/blog/ products/infrastructure/measuring-the- environmental-impact-of-ai-inference #AI #climate #energy #Google [image] @digiconomist : It also ignores that Google's total power demand has gone up by a massive 50% over the past two years (driven by AI) despite all the reported efficiency gains (a classic Jevons' paradox). Justin Hendrix / @justinhendrix : Google has just released a technical report detailing how much energy its Gemini apps use for each query, and estimates of water consumption and carbon emissions.... the median prompt...consumes 0.24 watt-hours of electricity, the equivalent of running a standard microwave for about one second. Stephen Shankland / @stshank : “The per-prompt energy impact is equivalent to watching TV for less than nine seconds.”  —  At long last, some hard data on generative AI power use (and water use & CO2 emissions).  Google research paper also says energy use per prompt dropped 33x in last 12 months: cloud.google.com/blog/product... … Jeff Dean / @jeffdean : AI efficiency is important.  The median Gemini Apps text prompt in May 2025 used 0.24 Wh of energy (<9 seconds of TV watching) & 0.26 mL (~5 drops) of water.  Over 12 months, we reduced the energy footprint of a median text prompt 33x, while improving quality:  —  cloud.google.com/blog/product... … Casey Crownhart / @caseycrownhart : We've finally got some hard numbers on AI's energy demand from a major tech company: Google says a median prompt to Gemini uses 0.24 watt-hours of electricity.  🧵 @technologyreview.com www.technologyreview.com/2025/08/21/ 1... Mastodon: Benjamin Carr, Ph.D. / @BenjaminHCCarr@hachyderm.io : #Google released data on how much #energy an #AI prompt uses  —  Google's technical report detailing how much energy #Gemini apps use for each query.  In total, the median prompt—one that falls in the middle of the range of energy demand—consumes 0.24 watt-hours of #electricity, the equivalent of running a standard microwave for about one second. … @aSweetGentleman@mstdn.social : “Growing electricity demand has triggered a spate of new plans to build gas and nuclear power plants, which also consume water in their own cooling systems and to turn turbines using steam.  —  In fact, a majority of the water a data center consumes stems from its electricity use — which Google overlooks in this study. … X: Jeff Dean / @jeffdean : AI efficiency is important.  Today, Google is sharing a technical paper detailing our comprehensive methodology for measuring the environmental impact of Gemini inference.  We estimate that the median Gemini Apps text prompt uses 0.24 watt-hours of energy (equivalent to watching an average TV for ~nine seconds), and consumes 0.26 milliliters of water (about five drops) — figures that are substantially lower than many public estimates. @jalexandria22 : I keep saying it: AI does not make your life better enough for how much actual energy it needs and damage it does Kevin Roose / @kevinroose : Glad AI labs are starting to release data on this. It probably won't shift the “AI is killing the environment” narrative (which was always more vibe-based than anything) but now at least people can argue over real numbers. Steve Hsu / @hsu_steve : 100 AI prompts can boil a cup of water! “the median prompt—one that falls in the middle of the range of energy demand—consumes 0.24 watt-hours of electricity, the equivalent of running a standard microwave for about one second” [image] Toby Rogers / @utobian : My hypothesis is that AI data centers have already more than wiped out all of the carbon saving gains from all U.S. energy efficiency programs combined. Rihard Jarc / @rihardjarc : $GOOGL just announced that the median Gemini text prompt uses 0.24 watt-hours of energy & has dropped by 33x from May 2024 to May 2025. AI infra efficiency and the ability to serve inference will turn out to be a key advantage in the AI race. $GOOGL is positioned well with TPUs. Prashant / @prashant_1722 : BREAKING 🚨 Google median Gemini beats OpenAI ChatGPT and Meta Llama models on chart as the highest-performing model in energy per prompt results plotted against LMArena score “One Gemini text query ~= 9 seconds of watching TV” From May 2024 to May 2025, Google reduced Gemini [image] Michael Terrell / @michael_terrell : Incredible to see that the energy used for a median Gemini AI text prompt has dropped 33x in only 12 months.  This is a huge achievement - and one that would not have been possible without the work of many Googlers and focused efforts to deliver greater efficiencies across the full stack of AI. @iethics : Useful to have this kind of disclosure (& not just for text prompts); it would be even more useful if accompanied by disclosure of the overall environmental impact, given what the paper itself describes as “the immense scale of user adoption globally.” #ethics #AI #tech #Google @tbpn : BREAKING: New Google paper says the median Gemini prompt uses 33× less energy and 44× less carbon than last year. [image] @googlecloud : How much energy does our AI use? We did the math. Today, a median Gemini Apps text prompt uses 0.24 watt-hours of energy and 0.26 milliliters of water. That's equivalent to watching TV for less than nine seconds and five drops of water. Learn more → https://cloud.google.com/... [image] Adam Elman / @adamelman : New @Google data shows that a median Gemini text prompt uses the energy equivalent of watching TV for a little less than 9 seconds⚡and about five drops of water 💧Learn more ⤵️ https://cloud.google.com/... Ankur Kotwal / @ankurkotwal : As a daily Gemini user, I've been asked about the energy use and environmental impact of using LLMs. We've just published a blog post that goes into detail about how it works. Spoiler - one prompt is equal to ~9 seconds of TV watching. https://cloud.google.com/... Stephen Shankland / @stshank : “The per-prompt energy impact is equivalent to watching TV for less than nine seconds.” At long last, some hard data on generative AI power use (and water use & CO2 emissions). Google research paper also says energy use dropped 33x in last 12 mo.: https://cloud.google.com/... #AI Shanu Mathew / @shanumathew93 : Per new paper, Google says a median Gemini text prompt uses ~0.24 Wh (9 seconds of TV), 0.26 mL water (~5 drops). ~58% of the energy is used toward the accelerator, 25% is the host CPU/DRAM, 10% is “idle” capacity kept ready for reliability, and 8% is datacenter overhead [image] LinkedIn: Urs Hölzle : Lots of data about Gemini energy usage in the post and a technical paper.  To me, the insanely rapid efficiency improvements (at the equal or better quality) … Bikash Koley : Understanding AI's energy and environmental footprint is critically important.  We did the hard work of quantifying it at Google. … Giorgio Fortunato : ⚡ How much energy does Google's AI use?  —  🔢 We did the math in this technical paper published today that provides a baseline of the energy … Amanda Peterson Corio : Over a recent 12-month period, the median Gemini text prompt's energy usage dropped by 33x and is now the equivalent of watching TV for a little less than nine seconds. … Amin Vahdat : As AI's role in society grows, so does the need for a deep understanding of its environmental impact. … Nacho Floristan : We just released a paper on energy & water consumption along carbon footprint for Gemini inference.  Some eye opening findings: … Partha Ranganathan : https://lnkd.in/...  As the adage goes, with great power comes great responsibility.  With great computing power comes great environmental responsibility as well … Casey Crownhart : In a first, Google is sharing numbers about energy use from its Gemini products.  The median prompt uses about 0.24 watt-hours of electricity, about the same as running the microwave for one second. … Forums: Hacker News : In a first, Google has released data on how much energy an AI prompt uses r/environment : In a first, Google has released data on how much energy an AI prompt uses.  It's the most transparent estimate yet from one of the big AI companies … r/OptimistsUnite : Google finally release AI water and energy use secrets - an average query consumes only a few drops of water r/google : In a first, Google has released data on how much energy an AI prompt uses r/climate : In a first, Google has released data on how much energy an AI prompt uses r/technews : In a first, Google has released data on how much energy an AI prompt uses r/Bard : Google has possibly admitted to quantizing Gemini r/technology : In a first, Google has released data on how much energy an AI prompt uses

MIT Technology Review Casey Crownhart

Discussion

  • @philkast.com Phil Kast on bluesky
    They're saying they dropped per prompt energy use by 33x in the last year.  To me that's more important than the current energy usage.  The industry is getting better at serving these models efficiently and it's happening fast.  [embedded post]
  • @yayhiddlesyay @yayhiddlesyay on bluesky
    They've fudged and greenwashed before, they are now, and they will again.
  • @timkellogg.me Tim Kellogg on bluesky
    Gemini energy impact  —  an official report confirms that Gemini consumes per query:  — 0.24 Wh of energy (~9 seconds of TV)  — 0.03 g of CO2 equivalent  — 0.26 ml of water (about 5 drops)  —  blog: cloud.google.com/blog/product...
  • @nic221 Nicole Hennig on bluesky
    Measuring the environmental impact of AI inference |  Google Cloud Blog https://cloud.google.com/blog/ products/infrastructure/measuring-the- environmental-impact-of-ai-inference #AI #climate #energy #Google [image]
  • @digiconomist @digiconomist on bluesky
    It also ignores that Google's total power demand has gone up by a massive 50% over the past two years (driven by AI) despite all the reported efficiency gains (a classic Jevons' paradox).
  • @justinhendrix Justin Hendrix on bluesky
    Google has just released a technical report detailing how much energy its Gemini apps use for each query, and estimates of water consumption and carbon emissions.... the median prompt...consumes 0.24 watt-hours of electricity, the equivalent of running a standard microwave for ab…
  • @stshank Stephen Shankland on bluesky
    “The per-prompt energy impact is equivalent to watching TV for less than nine seconds.”  —  At long last, some hard data on generative AI power use (and water use & CO2 emissions).  Google research paper also says energy use per prompt dropped 33x in last 12 months: cloud.google.…
  • @jeffdean Jeff Dean on bluesky
    AI efficiency is important.  The median Gemini Apps text prompt in May 2025 used 0.24 Wh of energy (<9 seconds of TV watching) & 0.26 mL (~5 drops) of water.  Over 12 months, we reduced the energy footprint of a median text prompt 33x, while improving quality:  —  cloud.google.co…
  • @caseycrownhart Casey Crownhart on bluesky
    We've finally got some hard numbers on AI's energy demand from a major tech company: Google says a median prompt to Gemini uses 0.24 watt-hours of electricity.  🧵 @technologyreview.com www.technologyreview.com/2025/08/21/ 1...
  • @jeffdean Jeff Dean on x
    AI efficiency is important.  Today, Google is sharing a technical paper detailing our comprehensive methodology for measuring the environmental impact of Gemini inference.  We estimate that the median Gemini Apps text prompt uses 0.24 watt-hours of energy (equivalent to watching …
  • @jalexandria22 @jalexandria22 on x
    I keep saying it: AI does not make your life better enough for how much actual energy it needs and damage it does
  • @kevinroose Kevin Roose on x
    Glad AI labs are starting to release data on this. It probably won't shift the “AI is killing the environment” narrative (which was always more vibe-based than anything) but now at least people can argue over real numbers.
  • @hsu_steve Steve Hsu on x
    100 AI prompts can boil a cup of water! “the median prompt—one that falls in the middle of the range of energy demand—consumes 0.24 watt-hours of electricity, the equivalent of running a standard microwave for about one second” [image]
  • @utobian Toby Rogers on x
    My hypothesis is that AI data centers have already more than wiped out all of the carbon saving gains from all U.S. energy efficiency programs combined.
  • @rihardjarc Rihard Jarc on x
    $GOOGL just announced that the median Gemini text prompt uses 0.24 watt-hours of energy & has dropped by 33x from May 2024 to May 2025. AI infra efficiency and the ability to serve inference will turn out to be a key advantage in the AI race. $GOOGL is positioned well with TPUs.
  • @prashant_1722 Prashant on x
    BREAKING 🚨 Google median Gemini beats OpenAI ChatGPT and Meta Llama models on chart as the highest-performing model in energy per prompt results plotted against LMArena score “One Gemini text query ~= 9 seconds of watching TV” From May 2024 to May 2025, Google reduced Gemini [ima…
  • @michael_terrell Michael Terrell on x
    Incredible to see that the energy used for a median Gemini AI text prompt has dropped 33x in only 12 months.  This is a huge achievement - and one that would not have been possible without the work of many Googlers and focused efforts to deliver greater efficiencies across the fu…
  • @iethics @iethics on x
    Useful to have this kind of disclosure (& not just for text prompts); it would be even more useful if accompanied by disclosure of the overall environmental impact, given what the paper itself describes as “the immense scale of user adoption globally.” #ethics #AI #tech #Google
  • @tbpn @tbpn on x
    BREAKING: New Google paper says the median Gemini prompt uses 33× less energy and 44× less carbon than last year. [image]
  • @googlecloud @googlecloud on x
    How much energy does our AI use? We did the math. Today, a median Gemini Apps text prompt uses 0.24 watt-hours of energy and 0.26 milliliters of water. That's equivalent to watching TV for less than nine seconds and five drops of water. Learn more → https://cloud.google.com/... […
  • @adamelman Adam Elman on x
    New @Google data shows that a median Gemini text prompt uses the energy equivalent of watching TV for a little less than 9 seconds⚡and about five drops of water 💧Learn more ⤵️ https://cloud.google.com/...
  • @ankurkotwal Ankur Kotwal on x
    As a daily Gemini user, I've been asked about the energy use and environmental impact of using LLMs. We've just published a blog post that goes into detail about how it works. Spoiler - one prompt is equal to ~9 seconds of TV watching. https://cloud.google.com/...
  • @stshank Stephen Shankland on x
    “The per-prompt energy impact is equivalent to watching TV for less than nine seconds.” At long last, some hard data on generative AI power use (and water use & CO2 emissions). Google research paper also says energy use dropped 33x in last 12 mo.: https://cloud.google.com/... #AI
  • @shanumathew93 Shanu Mathew on x
    Per new paper, Google says a median Gemini text prompt uses ~0.24 Wh (9 seconds of TV), 0.26 mL water (~5 drops). ~58% of the energy is used toward the accelerator, 25% is the host CPU/DRAM, 10% is “idle” capacity kept ready for reliability, and 8% is datacenter overhead [image]
  • r/environment r on reddit
    In a first, Google has released data on how much energy an AI prompt uses.  It's the most transparent estimate yet from one of the big AI companies …
  • r/OptimistsUnite r on reddit
    Google finally release AI water and energy use secrets - an average query consumes only a few drops of water
  • r/google r on reddit
    In a first, Google has released data on how much energy an AI prompt uses
  • r/climate r on reddit
    In a first, Google has released data on how much energy an AI prompt uses
  • r/technews r on reddit
    In a first, Google has released data on how much energy an AI prompt uses
  • r/Bard r on reddit
    Google has possibly admitted to quantizing Gemini
  • r/technology r on reddit
    In a first, Google has released data on how much energy an AI prompt uses