Inference footprint
What the estate consumes to think
Every agent call in the estate is an inference call, and an inference call has an energy cost that no operating report currently carries. more
Health
Volume, energy, carbon, cost
Four readings on one week of estate inference. more
How it runs
Where the consumption sits
By service tower, then by model. more
By service tower
12 towers · 3,260 kWh a week
Hire-to-Retire Tower
461 kWh
$270k
Record-to-Report Tower
431 kWh
$256k
Source-to-Pay Tower
400 kWh
$230k
Order-to-Cash Tower
328 kWh
$189k
Make-to-Deliver Tower
286 kWh
$165k
AI Operations Tower
265 kWh
$157k
IT Service Tower
230 kWh
$134k
Awareness-to-Lead Tower
216 kWh
$124k
Data and Analytics Tower
192 kWh
$115k
Concept-to-Launch Tower
169 kWh
$97k
Legal Operations Tower
167 kWh
$98k
Plan-to-Perform Tower
115 kWh
$69k
By model
10 models drawing power · 3,260 kWh a week
Helix Guard 3
1,186 kWh
$23k
Abraxas Swift 2
749 kWh
$167k
Abraxas Embed 3
485 kWh
$141k
Abraxas Reason 4
287 kWh
$514k
Helix 8B Instruct
211 kWh
$46k
Abraxas Reason 3
124 kWh
$215k
Helix 70B Instruct
100 kWh
$141k
Abraxas Vision 2
72 kWh
$124k
Corvid Counsel 2
44 kWh
$344k
Corvid Embed 1
2 kWh
$17k
2 retired models on the registry draw nothing and are not listed here.
What to pick up
What has to change before this can be reported externally
A sustainability disclosure cannot rest on a derived figure. more
No metered consumption from any supplier
30 of 30Every row is derived from token counts and a published efficiency factor. more
One grid factor for the whole estate
385 g/kWhA single blended factor is applied everywhere. more
Training and fine-tuning are out of scope
Not countedOnly inference is counted here. more
Detail on the record
Consumption week by week
6 weeks of estate inference energy. more
Estate energy trend
2026-W28 to 2026-W33 · +26.6% over the window · none of it metered
2026-W28
2,576 kWh
992 kg
2,194,931
2026-W29
2,739 kWh
1,054 kg
2,333,851
2026-W30
2,869 kWh
1,105 kg
2,444,987
2026-W31
3,032 kWh
1,167 kg
2,583,906
2026-W32
3,163 kWh
1,218 kg
2,695,042
2026-W33
3,260 kWh
1,255 kg
2,778,394
Derived, not metered. Call volume comes from the gateway; tokens are the week-25 mean per call; energy is tokens multiplied by a published per-million-token figure; carbon is energy multiplied by a blended regional grid intensity of 385 grams per kilowatt hour. No provider on the registry discloses metered energy per request, so the absolute values carry an error band we cannot size. The direction and the relative ranking between towers are meaningful; the absolute kilowatt hours are an estimate.
Against the written intent
Can the organization answer a sustainability question about its agents
Three things a buyer or a regulator will ask, each answered from the record above rather than from intent.
Question
What does one transaction consume?
Answerable — 1.17 Wh per inference call, derived, and the derivation is printed.
Question
Is the figure independently verifiable?
Not answerable — 0 of 30 rows are metered. Nothing here can be assured.
Question
Is consumption rising or falling as the estate scales?
Answerable — rising 26.6% across the 6 weeks on record, against a call volume that rose over the same window.
What this page is, and what it is not
A security certification and a penetration test are organizational attestations. more
An energy figure is the same kind of claim. Not one number on this page was metered: every kilowatt-hour is token count multiplied by a published efficiency factor, and every kilogram of carbon is that figure multiplied by a single blended grid factor. It is enough to rank towers against each other and to watch a trend. It is not enough for a disclosure, and it should never be put in one.
Actions
What is waiting on a person
Running the estate costs energy and money. more
footprint lines are modeled, not metered
A modeled line multiplies calls by a published rate. more
towers report an estimated footprint
Tower attribution splits estate totals by call volume. more
models report an estimated footprint
Per-model energy uses the vendor published figure where one exists and a class average where it does not.
Operations
What this desk is allowed to start
A surface that only reports is not operable. more
Trigger and bound
30 footprint lines across 6 periods, currently reading 2026-W33. The estate line for that period is 3,260 kWh and 1,255 kg of carbon dioxide equivalent. 0 of the lines are measured.
Live observability
What the record shows right now
How each footprint line was produced. more
Current distribution
30 lines
Is policy and strategy coming to fruition
Whether the written intent is holding here
Not holding. The footprint is arithmetic, and the page says so on every line.
Not holding on the record
The intent was that the cost of running the machine is visible next to the benefit it claims. more