Leonardo AI Environmental Impact
Popular consumer image generation platform
- Architecture
- Fine-tuned diffusion models (proprietary)
- Provider
- Leonardo AI
Energy per query
3.5 Wh
12x more than a Google search (0.3 Wh)
CO2 per query
1.4 g
US East (Virginia) grid (450 gCO₂/kWh)
Water per query
7 mL
~154 queries to fill 1 litre
Processing location
AWS (US)
Provider
Leonardo AI
Category
Image Generation
Grid carbon intensity
450 g CO2/kWh (25% renewable)
How does Leonardo AI compare?
Detailed Breakdown
Energy Consumption
Leonardo AI runs multiple fine-tuned diffusion models, consuming approximately 3.5 Wh per image. The platform offers various models and settings, so actual consumption varies. Its popularity (16M+ users) makes its aggregate environmental impact significant.
Power Source & Carbon
Runs on AWS cloud infrastructure. No environmental disclosures have been published by Leonardo AI.
Water Usage
At ~6.5 mL per image, typical for cloud-hosted image generation.
About Leonardo AI
Leonardo AI is a image generation model from Leonardo AI, released in July 1, 2023. Popular consumer image generation platform. Each query uses 3.5 Wh of energy and produces 1.4 g of CO₂. That's 12x the energy of a Google search — reflecting the computational demands of image generation.
These figures are estimates derived from hardware specifications and API benchmarks — Leonardo AI has not published official energy data for Leonardo AI. Actual consumption may vary significantly depending on batching, quantisation, and infrastructure optimisations that we cannot observe from outside.
Leonardo AI in Context
Image vs text: the energy gap
Generating one image with Leonardo AI uses 12x more energy than a text conversation with ChatGPT. The diffusion process that creates images requires many iterative passes through the model, each refining the image from noise — far more compute per output than generating text one token at a time.
What does your Leonardo AI usage cost the planet?
Use our calculator to estimate your personal environmental footprint based on how often you use Leonardo AI.
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How much energy does Leonardo AI use per query?
Each Leonardo AI query consumes approximately 3.5 Wh of energy. This is 12x more than a traditional Google search (~0.3 Wh).
What is Leonardo AI's carbon footprint?
Based on the carbon intensity of AWS (US), each query produces approximately 1.4 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 Leonardo AI use?
Each query consumes approximately 7 mL of water, primarily used for cooling the data centers that process the request.
How does Leonardo AI compare to a Google search?
A Leonardo AI query uses 12x more than a Google search in terms of energy. A Google search uses approximately 0.3 Wh, while Leonardo AI uses 3.5 Wh.
Technical Details
Architecture
Fine-tuned diffusion models (proprietary)
Release date
2023-07-01
Open source
No