Median wait (p50)
18s
Middle wait among the 301 calls that queued ≥10s — the funnel's In-Queue population
p90 wait
44s
9 in 10 queued members waited less than this
p99 wait
17.8m
The tail one mean hides — 1 in 100 queued members waited longer
Longest wait
19.3h
Across every queued call; waits over 2h are data suspects (3 below)

Queue-wait distribution

1,644 of 2,756 inbound calls had queue time
WaitCallsShare
0–10s
1,343
81.7%
10–30s
249
15.1%
30–60s
37
2.3%
1–5m
8
0.5%
5m+
7
0.4%
Total1,644100.0%

The 0–10s bucket sits below the rulebook §E queue gate: those calls never enter the Answer-% denominator, and most of that bucket is fast service, not hang-ups — measured 967 of 1,343 with a real disposition on the parity window (FACTS.md L23). Percentiles above are computed on the ≥10s population only, so they describe members who actually waited.

Abandon waits — how long members held on before hanging up

419 abandoned calls in the window
WaitCallsShare
0–10s
370
88.3%
10–30s
35
8.4%
30–60s
7
1.7%
1–5m
4
1.0%
5m+
3
0.7%
Total419100.0%

An abandon under 10s is a quick hang-up, deliberately outside the rulebook’s Abandon-% denominator (§E). The buckets past 30s are the ones staffing can actually move — a member who held for a minute wanted to be answered.

Hour-of-week shape

all history · ignores the date filter (program-grain rollup)
12a1a2a3a4a5a6a7a8a9a10a11a12p1p2p3p4p5p6p7p8p9p10p11p
Mon······13791012125·51····
Tue········131715141110933····
Wed·····1117131012211652······
Thu······1515111016119·······
Fri·······8151414158141······
Sat····················
Sun··················
021· hours in US Central

Where the queue fails. A dark cell here on a light received cell is a staffing gap, not a volume problem — thin counts, read with the n in each tooltip. This rollup is program-grain and whole-history by construction — the date filter above deliberately does not apply, the same convention as list-lifetime figures.

Queue waits over 2 hours — data suspects, not service events

campaign grain · call detail ships with sign-in
CampaignCallsWorst waitDates
ACA00003117.5h2026-07-06
ACA00004119.3h2026-07-20
ACA00007119.3h2026-07-29
Total3

A 17–19 hour “queue wait” is a telephony logging artifact, not a member experience. These rows are excluded from nothing — they sit inside the certified totals — but they are flagged here and on the Trust tab so the parallel run can decide what to do with them deliberately.