DALL-E 3 Environmental Impact
OpenAI's image generation model
Per query = One 1024x1024 image at standard quality
Energy per query
3.0 Wh
CO2 per query
1.2 g
Water per query
15 mL
Processing location
Azure US East / Sweden
Provider
OpenAI
Category
Image Generation
Grid carbon intensity
450 g CO2/kWh (25% renewable)
How does DALL-E 3 compare?
Detailed Breakdown
Energy Consumption
DALL-E 3 consumes approximately 3-11 Wh per image depending on resolution and complexity. We use 3 Wh as a conservative baseline for standard 1024x1024 output. Higher resolutions, inpainting, and variations may consume significantly more. Image generation is inherently more compute-intensive than text because diffusion models perform dozens of iterative denoising steps across a high-dimensional pixel space, with each step requiring a full forward pass through the neural network.
Power Source & Carbon
DALL-E 3 runs on Microsoft Azure, sharing infrastructure with other OpenAI models in US East (Virginia) and Sweden. The Virginia grid's relatively high carbon intensity means each AI-generated image carries a larger carbon footprint than if the same computation happened in a hydro- or nuclear-powered region.
Water Usage
At approximately 15 mL per image, DALL-E 3's water use comes from cooling the GPU clusters during the multi-step diffusion process. Generating 100 images would consume about 1.5 liters of water.
What does your DALL-E 3 usage cost the planet?
Use our calculator to estimate your personal environmental footprint based on how often you use DALL-E 3.
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How much energy does DALL-E 3 use per query?
Each DALL-E 3 query consumes approximately 3.0 Wh of energy. This is 10x more than a traditional Google search (~0.3 Wh).
What is DALL-E 3's carbon footprint?
Based on the carbon intensity of Azure US East / Sweden, each query produces approximately 1.2 g of CO2. The grid in this region has a carbon intensity of 450 g CO2/kWh with 25% renewable energy.
How much water does DALL-E 3 use?
Each query consumes approximately 15 mL of water, primarily used for cooling the data centers that process the request.
How does DALL-E 3 compare to a Google search?
A DALL-E 3 query uses 10x more than a Google search in terms of energy. A Google search uses approximately 0.3 Wh, while DALL-E 3 uses 3.0 Wh.
Technical Details
Architecture
Diffusion Transformer
Release date
2023-10-03
Open source
No