LensReading which lens this session carries.
Cost per outcome/Query to resolution

Cost at the unit · one query, priced line by line

Query to resolution

A question becomes a ticket, the ticket becomes a diagnosis and the diagnosis becomes a change. Two towers touch it and one function owns all of it. Across the week of 10 to 16 August 2026 the sample assembled 210 of these and priced them with 1,540 rate lines. The outcome pages price a chain at one blended human rate and two flat system rates. These pages price each stage at the rate for the function that ran it, the model class it called and the system it ran in, then add the two components the outcome pages never carried at all: platform license and management overhead. The totals therefore differ, and the difference is a change of method rather than new spending. Both numbers are shown side by side wherever they appear.

$31.75
fully loaded, one query
Fully loaded
$31.75
All five components, one query
On the outcome pages
$21.18
$10.57 a chain less — one blended rate, no license line, no overhead
Cheapest chain
$8.65
The least any one of these cost in the sampled week
Median chain
$12.27
Half of the 210 chains cost less than this
Ninetieth percentile
$75.15
One in ten cost more — up to $138.04
Metered by value
8.3%
53% of this service’s lines

What one of these is made of

The five components across 210 chains, divided down to one.

People$12.71
40.0% of the query · $2,670 across 100 lines
Overhead$7.11
22.4% of the query · $1,493 across 200 lines
License$6.10
19.2% of the query · $1,281 across 210 lines
Infrastructure$3.89
12.3% of the query · $817 across 420 lines
Inference$1.93
6.1% of the query · $406 across 610 lines

The evidence behind these dollars

Every line on this service declares the tier of the rate that priced it.

Metered$552
8.3% of the money on 53% of the lines — a system counted it and a price exists.
Apportioned$1,952
29.3% of the money on 27% of the lines — a real invoice divided by a chosen driver.
Estimated$4,163
62.4% of the money on 19% of the lines — neither quantity nor price is observed.

Loaded rates, license costs and overhead bases are the customer’s figures, and no customer figure has been supplied. Every rate on these pages is a modeled composite: a plausible number of the right order for a group of this size, not a number taken from a payroll run, a vendor contract or a general ledger. Until the real rates arrive, this wave demonstrates the instrument and proves nothing about the business case. That is the same statement the benefit pages make, and it is not softened here.

Every rate that touched this service

The quantity consumed, the rate applied and the tier that rate sits in. Each row is the whole of that rate across the sample.

Shared-service loaded hour
$44.00 per human hour · Marta Oyelaran
Estimated
$2,670
40.0% of the service
61 units
Core platform seat
$2.10 per stage · Declan Whitmore
Apportioned
$1,281
19.2% of the service
610 units
Supervision and management
$0.30 per human minute · Marta Oyelaran
Estimated
$1,092
16.4% of the service
3,641 units
Orchestration runtime
$1.10 per stage · Priya Raghunathan
Apportioned
$671
10.1% of the service
610 units
Facilities and corporate services
$0.11 per human minute · Marta Oyelaran
Estimated
$401
6.0% of the service
3,641 units
Long-context drafting call
$1.35 per stage · Priya Raghunathan
Metered
$283
4.3% of the service
210 units
Document storage and egress
$0.24 per stage · Priya Raghunathan
Metered
$146
2.2% of the service
610 units
Transactional reasoning call
$0.42 per stage · Priya Raghunathan
Metered
$88
1.3% of the service
210 units
Extraction and classification call
$0.18 per stage · Priya Raghunathan
Metered
$34
0.5% of the service
190 units

The exception path against the clean one

The same rate card applied to both, so the difference is the work rather than the pricing.

Clean
$23.29
161 chains raised no exception
With an exception
$59.53
49 chains raised at least one

An exception here costs 2.56× a clean query, and loading the rates does not move that ratio — the direct rates the exception register uses give the same multiple to two decimal places, because the loading falls on both sides of the comparison. Both populations clear twenty chains, so the multiple is a measurement.

The dominant code is ITS-P1E, on 13 of the 49 sampled chains that raised anything at all.

Most common exception on this service: ITS-P1E, raised on 13 of the 49 chains that carried one.

A clean chain and an exception chain of the same service are priced with the same rate card, so the multiple between them is a difference in the work, not in the pricing. A service is only marked measured where at least twenty chains of each kind exist in the sampled week; below that the mean is a curiosity rather than a measurement, and the page says so on the row. The weekly excess scales the sampled difference by fifty and assumes an agent removes 60 percent of it, which is an assumption and is stated as one.

Inference attributed to this service

Its share of the estate’s weekly inference bill, worked out from the stages it actually ran.

Stages priced
610
Model calls recorded against these chains
Share of sampled inference
16.6%
Of every inference dollar in the priced sample
Scaled to a week
$20,295
Sample multiplied by fifty
Per outcome
$1.93
Across 210 chains
Charged at the model class the stage actually needs rather than one blended rate, so a chain that reads a specification in full costs more than one that files a receipt.