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
|
6 | 14 | $746.3492 | $53.3107 | 0 | 100.0% | — | 2026-09-30 09:50 | |
|
yordan@dext.com
Yordan Todorov Ivanov
|
36 | 149 | $431.6616 | $2.9770 | 4 | 96.0% | — | 2026-09-18 10:54 | |
|
chris.scott@dext.com
Chris Scott
|
16 | 139 | $402.0270 | $3.2685 | 16 | 84.9% | — | 2026-09-24 18:34 | |
|
suzannah.weinfass@dext.com
Suzannah Weinfass
|
9 | 33 | $200.8268 | $6.0857 | 0 | 87.9% | Negative ×3 | 2026-09-28 14:32 | |
|
ikraan.mohamed@dext.com
Ikraan Mohamed
|
1 | 1 | $58.3348 | $58.3348 | 0 | 100.0% | — | 2026-09-22 14:51 | |
| detelina.vassileva@dext.com | 2 | 24 | $22.1389 | $0.9225 | 0 | 91.7% | — | 2026-08-06 10:20 | |
| silviya.chomakova@dext.com | 2 | 31 | $19.0293 | $0.6138 | 0 | 100.0% | Positive | 2026-07-31 11:31 | |
|
kathryn.buckley@dext.com
Kathryn Buckley
|
3 | 34 | $12.9960 | $0.3822 | 0 | 100.0% | — | 2026-08-17 09:57 | |
|
oliver.paterson@dext.com
Oliver Paterson
|
4 | 11 | $3.7814 | $0.6302 | 5 | 54.5% | — | 2026-09-11 14:16 | |
|
lindsey.kistler@dext.com
Lindsey Kistler
|
2 | 4 | $3.2891 | $0.8223 | 0 | 100.0% | — | 2026-08-05 10:51 | |
|
pawel.chwieros@dext.com
Pawel Chwieros
|
10 | 19 | $2.4188 | $0.2016 | 7 | 63.2% | — | 2026-09-24 13:38 | |
|
sukh.kalsi@dext.com
Sukh Kalsi
|
3 | 4 | $2.3497 | $0.5874 | 0 | 100.0% | — | 2026-08-13 11:46 | |
|
mai.nguyen@dext.com
Mai Nguyen
|
1 | 3 | $1.1889 | $0.3963 | 0 | 100.0% | — | 2026-07-24 10:45 | |
|
prabhu.parthiban@dext.com
Prabhu Parthiban
|
1 | 2 | $0.6145 | $0.3072 | 0 | 100.0% | — | 2026-08-14 13:02 | |
|
sabrin.ouboutayeb@dext.com
Sabrin Ouboutayeb
|
1 | 1 | $0.0000 | — | 1 | 0.0% | — | 2026-08-27 14:28 |
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.