Chandler · usage

7 users

One row per person, from the users table. Sessions counts the conversations their questions were grouped into; the count links through to them. (unattributed) collects questions with no user_id: fail-soft writes, and history migration 013 could not match to a person. Those questions never get a session either, so that row always reads zero — they are listed from the Sessions tab instead.

User Identity Sessions Questions Cost Cost / question Unpriced Success Feedback Last seen
gerty.bester@dext.com
Gerty Bester
google 6 14 $746.3492 $53.3107 0 100.0% — 2026-09-30 09:50
yordan@dext.com
Yordan Todorov Ivanov
google 15 77 $376.2365 $4.9505 1 100.0% — 2026-09-18 10:54
chris.scott@dext.com
Chris Scott
google 9 35 $316.7046 $9.0487 0 100.0% — 2026-09-24 18:34
suzannah.weinfass@dext.com
Suzannah Weinfass
google 6 26 $196.7266 $7.5664 0 100.0% Negative ×3 2026-09-28 14:32
ikraan.mohamed@dext.com
Ikraan Mohamed
google 1 1 $58.3348 $58.3348 0 100.0% — 2026-09-22 14:51
oliver.paterson@dext.com
Oliver Paterson
google 1 3 $1.6235 $0.5412 0 100.0% — 2026-09-11 14:16
pawel.chwieros@dext.com
Pawel Chwieros
google 2 2 $0.3422 $0.1711 0 100.0% — 2026-09-24 13:38

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.