Vega Research Copilot

Internal Search

moderateconfidence medium — a separate axis from tier; low confidence never auto-decides
Vega Research CopilotKnowledge Baselabel · app=knowledge-baseInternal Searchwf-vg4e918read throughAFVega Researchsub-2290-vega

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
Vega Research Copilot
Vega Sciences
Fingerprint
wf-vg4e918
inferred from logs

Cost

30-day spend

$792

LOGGED

On recommended path

$693

MODELLED

Share of attributed spend

4%

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 saysession identifiers do not exist in this log source