Northwind Production
Internal Search
moderateconfidence medium — a separate axis from tier; low confidence never auto-decidesNorthwind Production›Knowledge Baselabel · app=knowledge-base›Internal Searchwf-5c22e918read 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
- Knowledge Base
- identified by label · app=knowledge-base
- Project
- Northwind Production
- Northwind Retail Group
- Fingerprint
- wf-5c22e918
- inferred from logs
Cost
30-day spend
$1,200
LOGGEDOn recommended path
$1,050
MODELLEDShare of attributed spend
3%
Current → recommended (diffed against production)
In production today
gemini-2.5-flash
reasoning medium · cap 1,024
Recommended
gemini-2.5-flash-lite
reasoning low · cap 1,024
- Δ model: gemini-2.5-flash → gemini-2.5-flash-lite
- Δ reasoning: medium → low
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