| Last active | User | First match | Questions | Cost | Feedback |
|---|---|---|---|---|---|
| 2026-09-28 14:31 | suzannah.weinfass@dext.com | Average monthly revenue per client (ARPA) for Direct/SMB customers versus Partner/accountancy practice customers, for the most recent full month | 3 | $60.1953 | — |
| 2026-09-22 10:58 | suzannah.weinfass@dext.com |
AI Assist paid licences sold by region as of 18 September 2026
1 failed
|
4 | $103.8230 | — |
| 2026-09-10 08:56 | suzannah.weinfass@dext.com |
partner MRR by month for the last 6 months
1 failed
|
3 | $1.7284 | Negative |
| 2026-07-23 13:12 | suzannah.weinfass@dext.com | UK Partner churn month over month from July 2025 to now | 1 | $0.8002 | — |
| 2026-07-17 15:10 | suzannah.weinfass@dext.com | Dext Partner GRR value for Q2 2026 as of April 14 2026 (14 days into the quarter), comparable to Q3 2026 to-date | 2 | $1.0646 | — |
Cost is the LLM completion spend LiteLLM priced for each call, summed per
request.
Chandler is running on the Codex CLI, which draws ChatGPT plan quota
rather than per-token API billing, so this figure is not money paid —
it is what the same traffic would have cost on the API, priced from the
token counts Codex reports. Read it as the size of the bill avoided.
Two known limits: embedding spend is not recorded, so
retrieval and matching cost is missing, and because the figure is one sum
per request it cannot be split by model within a request — a
request's classifier and agent calls can use different models while
llm_model holds only one name.
Only authenticated calls are logged, USAGE_LOG_ENABLED can
switch logging off, and log writes are fail-soft — this is not a complete
record of traffic. Questions are grouped into sessions: a session is
exact when the caller echoed its id back to us and otherwise inferred from
a 30-minute gap in that user’s activity, so a grouping is only as
good as the source shown on the session itself. A call with no
attributable user gets no session at all; those questions are listed
separately rather than dropped.