Imagen 3 Environmental Impact
Google's latest image generation model
Per query = One 1024x1024 image
Energy per query
2.5 Wh
CO2 per query
0.33 g
Water per query
3 mL
Processing location
Google global network (64% renewable)
Provider
Category
Image Generation
Grid carbon intensity
300 g CO2/kWh (64% renewable)
How does Imagen 3 compare?
Detailed Breakdown
Energy Consumption
Imagen 3 consumes approximately 2.5 Wh per image. Running on Google's efficient TPU infrastructure, it benefits from the same hardware optimizations as Gemini, resulting in lower energy consumption than comparable GPU-based image models.
Power Source & Carbon
Runs on Google's global TPU infrastructure with 100% renewable energy matching and a PUE of 1.10.
Water Usage
At approximately 2.7 mL per image, Imagen 3 benefits from Google's efficient cooling systems with a site WUE of around 0.26 L/kWh.
What does your Imagen 3 usage cost the planet?
Use our calculator to estimate your personal environmental footprint based on how often you use Imagen 3.
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How much energy does Imagen 3 use per query?
Each Imagen 3 query consumes approximately 2.5 Wh of energy. This is 8x more than a traditional Google search (~0.3 Wh).
What is Imagen 3's carbon footprint?
Based on the carbon intensity of Google global network (64% renewable), each query produces approximately 0.33 g of CO2. The grid in this region has a carbon intensity of 300 g CO2/kWh with 64% renewable energy.
How much water does Imagen 3 use?
Each query consumes approximately 3 mL of water, primarily used for cooling the data centers that process the request.
How does Imagen 3 compare to a Google search?
A Imagen 3 query uses 8x more than a Google search in terms of energy. A Google search uses approximately 0.3 Wh, while Imagen 3 uses 2.5 Wh.
Technical Details
Architecture
Cascaded Diffusion Model
Release date
2024-08-01
Open source
No