Raw Metering Forensics

Diagnostic view over the raw hot-KV metering tail. This page manually reconstructs NCU and NRU from underlying HEA_METER_* events, separates visible Q/A from internal runtime rows when turn identity is available, and is meant for debugging only.
Uses /api/insight?action=listLogs (hot-KV tail only). Visible questions use distinct turn_id when present; runtime rows stay raw. Use HEA Spends Viewer for canonical KPI reporting.

Chat Sessions

Σ NCU: —

Visible Q/A

avg/session: —

Raw Runtime Rows

avg/question: —

NCU / Question

vs BP: —

NCU / Raw Row

for replay forensics

Session NCU p50 / p95

session-level shape

Raw Refresh Events

Σ NRU: —

NRU / Raw Refresh

vs BP: —

Median / p95

shape check

NCU per Chat Session — Histogram

NRU per Raw Refresh Event — Histogram

Per-Session NCU (raw reconstruction)

Session ID HEA Questions Raw rows NCU (sum) NCU/question NCU/raw row First seen Last seen

Per-Raw-Refresh NRU (reconstructed from hot-KV logs)

Job ID HEA NRU (total) NRU summary NRU extract NRU embed Timestamp Model