Northwind Production
Product Classifier
simpleconfidence high — a separate axis from tier; low confidence never auto-decidesNorthwind Production›Cataloguehash · sha256:4f1c…9ab2›Product Classifierwf-77c1d3aaread throughGVNorthwind Vertexnw-prod-billing-01AFNorthwind Foundrysub-8841-northwind
Where this came from
Every figure below is only as trustworthy as the account it was read through
- Application
- Catalogue
- identified by hash · sha256:4f1c…9ab2
- Project
- Northwind Production
- Northwind Retail Group
- Fingerprint
- wf-77c1d3aa
- inferred from logs
Cost
30-day spend
$2,400
LOGGEDOn recommended path
$1,400
MODELLEDShare of attributed spend
6%
Current → recommended (diffed against production)
In production today
gemini-2.5-pro
reasoning high · cap 4,096
Recommended
gemini-2.5-flash-lite
reasoning off · cap 256
- Δ model: gemini-2.5-pro → gemini-2.5-flash-lite
- Δ reasoning: high → off
Replay evidence
No measured evidence for this workload.
Replay was not run here, so every quality and cost figure above is modelled or assumed — and labelled as such. This is the common case, not an error.
cannot say — session identifiers do not exist in this log source