UsesLevel 3 of 6 useUse, level 3 of 6Used to calculate 6 entries, level 4Calculated with 3 entries, levels 1 and 2Database structure Create a clip of 5 seconds
A video of about 5 seconds in 720p with WAN 2.1, measured on an H100 GPU, one video at a time.
- "Second of video" accounts for 91% of emissions in this scenario.
- The calculation covers the GPU, processor and memory of the server, and cooling of the data centre.
- Out of scope: server manufacturing, model training and the user's device.
Sentence to citeCreate a 5-second clip: 45 gCO2e per video, for 99 Wh of electricity, servers worldwide (458 gCO2e/kWh).
- Calculated with
- Used to calculate
Breakdown of emissions by item
45 gCO2e in total: 99 Wh of electricity × 458 gCO2e/kWh (servers worldwide).
Inputs of the calculation
How the calculation is built
WAN 2.1 is the second largest consumer of the seven open generators measured by the same study. Sora, Veo and the other closed generators publish nothing.
Comparison with the other uses
Emissions of one use, linear scale. For calculated values, servers worldwide.
Characteristics
| Unit | 1 video : about 5 seconds |
|---|---|
| Default location | world, 458 gCO2e/kWh (Ember 2025, life cycle); 11 other locations to choose from |
| Counted | the GPU, processor and memory of the server, and cooling of the data centre |
| Not counted | server manufacturing, model training and the user's device |
| Status | measured, 1 recorded value of the same scope, 3 other published values |
All the characteristics
| Identifier | IA-0047, projetcelsius.com/en/ai/database/IA-0047/ |
|---|---|
| Version | 0.3 of 2 November 2026 |
| Category | Uses, a request to AI |
| Choice of the selected value | database calculation from the entries this one is made of, at the quantities of the unit |
| Sources | database calculation, 2025 |
| Licence | CC BY 4.0 |
Result for the chosen case
5.4 seconds per video, servers worldwide: 45 gCO2e, 99 Wh.
For a carbon footprint
| Item | purchases of services (GHG Protocol scope 3, category 1); regulatory BEGES, category 4 |
|---|---|
| Quantity | 1 video |
| Factor | 45 gCO2e per video, IA-0047 version 0.3, based on the local grid (location-based), servers worldwide |
| Total | 45 gCO2e · not counted: server manufacturing, model training and the user's device |
Breakdown by item
Quantity, unit value, contribution and nature of the data for each item
| Item | Quantity | Unit value | Contribution | Share | Nature of the data |
|---|---|---|---|---|---|
| Second of video | × 5.4 | 17 Wh | 90 Wh | 91 % | recorded |
| PUE of the data centre | × 1.10 on the rest | 9 Wh | 9 % | convention |
Sources of the calculation
3 publications, for this entry and those used to calculate it, with the chosen parameters.
The result is calculated by Projet Celsius. The sources below support its uses, its factors and its conversion; they do not all measure this total.
Energy and factors
The references of the selected values and of the entries used in this calculation.
Delavande et al. · September 2025
Role and limits : Delavande et al.
Author. Delavande, Pierrard and Luccioni
What the publication covers. GPU, processor, memory
What it does not cover. data centre
Reading by the database. Seven open models
5-second clip → : Second of video →
The seconds of the measured video, 5.4
Scope of the figure used. GPU, processor, memory; excluding the data centre
Limit. This figure covers part of the calculation; it does not measure the whole entry.
Watershed · Aug. 2026
Estimating GHG Emissions from AI Use: Framework for Corporate-Level Measurement ↗ (new tab)
Role and limits : Watershed
Author. Bistline, Ulissi, Davis, Glidden, Joyce, Li, Mohsenin and Suh (Watershed)
What the publication covers. factors per 1,000 tokens read and written at the server before PUE (host and standby machines included), PUE separate (1.10 for a large operator, 1.56 for an unknown operator)
What it does not cover. clean measurements, the model and the hardware
Reading by the database. Default factors proposed for review (public data as of June 2026); for a large operator, taken from Google's measurement published in 2025 (Elsworth et al.), which already contains the data centre overhead; constant per token, they underestimate long contexts and agents according to the authors
5-second clip → : Data centre PUE →
The data centre, convention C3
Scope of the figure used. building cooling and losses
Limit. This figure covers part of the calculation; it does not measure the whole entry.
Reference of the selected value
Scope of the figure used. Default factor for a large operator, from the server to the data centre; 1.56 for an unknown operator
Limit. A default value, not a measurement
Conversion into carbon
The source of the electricity factor of the selected location.
Worldwide: 458 gCO2e/kWh, life cycle.
Role and limits : Ember
Author. Ember, Our World in Data
What the publication covers. electricity generation over the life cycle, by country
What it does not cover. guarantees of origin
Reading by the database. The same source for all countries
Conversion of electricity into carbon: worldwide
Scope of the figure used. the production of electricity over the life cycle, including power plant construction and fuels
Limit. An average for the chosen country, not the electricity contract or the data centre of a specific service.
Published values
4 figures for the same operation, each within its own scope.
| Source | Date | Electricity | What the figure measures | Scope | Status |
|---|---|---|---|---|---|
| Clip of 5 secondsselected by the database, v0.3 | 2026 | 99 Wh | the value selected by the database | same scope | measured |
| Delavande, Pierrard and Luccioni ↗Video Killed the Energy Budget | Sept. 2025 | 90 Wh | 81 frames in 720p, or 5.4 seconds, WAN2.1 1.3B, processor and memory included | same scope | measured |
| Delavande, Pierrard and Luccioni ↗Video Killed the Energy Budget | Sept. 2025 | 0.14 Wh to 415 Wh | Seven open generators, a video of 1.6 to 6.1 seconds each, default settings | other scope | measured |
| IEA ↗Energy and AI | 2025 | 115 Wh | 6 seconds, GPU alone | other scope | estimated |
| MIT Technology Review ↗We did the math on AI's energy footprint | May 2025 | 944 Wh | CogVideoX, November 2024 version, a video of 5 seconds at 16 frames per second | other scope | measured |
The published figures do not all count the same scope; the scope of each figure is written next to it. Why do the estimates diverge?
Nature of the data
Published readings, conventions, assumptions
- database conventions 100 %
Calculation assumptions
Quantities, nature and source of each assumption
Second of video : × 5.4
The seconds of the measured video, 5.4
Methodology conventions
With their alternatives
| The data centre | Server electricity is multiplied by 1.10 for the data centre |
|---|---|
| The default location | Without other information, the servers are in the world, at the world average electricity |
| Electricity, location-based, on a life cycle basis | The kilowatt-hour is that of the servers' country, on a life cycle basis, from a single source for all countries |
| Two significant figures | A calculated value is rounded to two significant figures, a published value is reproduced with the precision of its source; the calculation keeps full precision |
| The formula | the sum of what makes up the entry, then CO2e: electricity (Wh) multiplied by the carbon intensity of the server location (gCO2e/kWh), divided by 1,000 |
| Calculate a case without an entry | The formula, the default values and a step-by-step example |
Uses in the hub
Charts, figures, analyses and articles that cite this entry
History
Entry in version 0.3 of 2 November 2026, in the database in version 0.4
- 11 November 2026Description : A video of about 5 seconds in 720p with WAN 2.1 becomes A video of about 5 seconds in 720p with WAN 2.1, measured on an H100 GPU, one video at a time.The measurement conditions of Delavande et al.; the value does not change.
- 2 November 2026Rows 10 s, 30 s and one minute : by extrapolation.These durations multiply the measured video of 5.4 seconds: the label says so.
- 2 November 2026Designation : A generated video becomes Generated video (5 s).More precise designation: the object first, the specification after the comma, the quantity or period at the end; the former title remains searchable.
- 2 November 2026Designation : Generated video (5 s) becomes Create a 5-second clip.The name in people's own words.
- 2 November 2026Short title : Generated video (5 s) becomes 5-second clip.In people's own words.
- 2 November 2026Address : video-generee becomes creer-un-clip-de-5-secondes.The old address redirected.
- 31 October 2026Creation of the database, in its first version (0.1).

6Territories
5Organisations
4Occupations and activities
2Machine operations
1Calculation factors















