Video Generation

Kling Environmental Impact

Q: How much energy does Kling use per query?

Each Kling query consumes approximately 250 Wh of energy. This is 833x more than a traditional Google search (~0.3 Wh).

Q: What is Kling's carbon footprint?

Based on the carbon intensity of its inference location (Kuaishou Cloud (China)), each Kling query produces approximately 138g of CO2.

Q: How does Kling compare to a Google search?

A Kling query uses 833x more than a traditional Google search in terms of energy consumption. A Google search uses approximately 0.3 Wh, while Kling uses 250 Wh per query.

Q: How much water does Kling use?

Each Kling query consumes approximately 925 mL of water, primarily used for cooling the data centers that process the request.

ExtremeEstimated

Chinese video generation model — widely used globally

Architecture: Diffusion Transformer (video)
Provider: Kuaishou

250.0 Wh

Energy per query

138.0 g

CO₂ per query

925 mL

Water per query

833x more than

vs Google search

Energy per query

250.0 Wh

833x more than a Google search (0.3 Wh)

CO2 per query

138.0 g

China grid (550 gCO₂/kWh)

Water per query

925 mL

~1 queries to fill 1 litre

Processing location

Kuaishou Cloud (China)

Provider

Kuaishou

How does Kling compare?

Ranked #144 of 152 models by energy per query

View full comparison

Detailed Breakdown

Energy Consumption

Kling generates video clips estimated at ~250 Wh per generation. It runs on Chinese cloud infrastructure, which has higher PUE and carbon intensity than US/EU equivalents.

Kuaishou — Kling AI

Power Source & Carbon

Runs on Kuaishou's own infrastructure in China. China's grid has a carbon intensity of approximately 550 gCO₂/kWh, making each generation significantly more carbon-intensive than equivalent Western models.

IEA — China electricity generation mix

Water Usage

High water consumption (~925 mL per clip) reflecting both energy requirements and Chinese data centre cooling infrastructure in warm climates.

Kuaishou — Kling AI

About Kling

Kling sits at the high end of AI energy consumption at 250.0 Wh per generating one short video clip — over 833x what a Google search uses. Kuaishou's video generation model, released in June 6, 2024, chinese video generation model — widely used globally. The extreme energy cost reflects the computational complexity of video generation: generating coherent frames across both space and time.

These figures are estimates derived from hardware specifications and API benchmarks — Kuaishou has not published official energy data for Kling. Actual consumption may vary significantly depending on batching, quantisation, and infrastructure optimisations that we cannot observe from outside.

Kling in Context

21x

phone charges per video

The video generation premium

One Kling generation uses 250.0 Wh — the equivalent of 21 full smartphone charges. Video generation requires running a diffusion model across both spatial and temporal dimensions, making it fundamentally more compute-intensive than text or image tasks. This is not an efficiency problem to be solved; it is an inherent characteristic of the task.

What does your Kling usage cost the planet?

Use our calculator to estimate your personal environmental footprint based on how often you use Kling.

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Frequently Asked Questions

How much energy does Kling use per query?

Each Kling query consumes approximately 250.0 Wh of energy. This is 833x more than a traditional Google search (~0.3 Wh).

What is Kling's carbon footprint?

Based on the carbon intensity of Kuaishou Cloud (China), each query produces approximately 138.0 g of CO2. The grid in this region has a carbon intensity of 550 g CO2/kWh with 30% renewable energy.