Overview

What ran, what was refused, and the one number that should be zero.

24H7D1M3M
agb_demo…00absample
1
Leaked past a ceiling · all time

Calls that ran after their task was already at its limit, because preflight was skipped or the estimate came in low. The one number here that should be zero.

See the call →

Cost

sample
$42.03↑ 22% vs prior 7D

List-price estimate.

Oct 19 · $4.47 est. · 910 callsOct 20 · $6.29 est. · 1,479 callsOct 21 · $6.40 est. · 1,499 callsOct 22 · $15.15 est. · 1,547 callsOct 23 · $5.02 est. · 1,454 callsOct 24 · $3.08 est. · 652 callsOct 25 · $1.62 est. · 359 calls
Oct 19Oct 25

Refusals

All →sample
Job ceiling: 75Call ceiling: 41Customer budget: 20
136refused
  • Job ceiling75
  • Call ceiling41
  • Customer budget20

1 ran past a ceiling after approval.

Calls

sample
7,900↑ 11% vs prior 7D

recorded refused

Oct 19 · 910 recorded · 13 refusedOct 20 · 1,479 recorded · 22 refusedOct 21 · 1,499 recorded · 32 refusedOct 22 · 1,547 recorded · 24 refusedOct 23 · 1,454 recorded · 31 refusedOct 24 · 652 recorded · 7 refusedOct 25 · 359 recorded · 7 refused
Oct 19Oct 25

Top models

sample
  1. claude-sonnet-4-5$19.33anthropic · 3,852 calls
  2. gpt-4.1-mini$11.35openai · 1,856 calls
  3. gemini-2.5-flash$6.30gemini · 889 calls
  4. gpt-4.1$3.36openai · 430 calls
  5. claude-haiku-4-5$1.68anthropic · 202 calls

Top agents

All →sample
  1. support-triage$14.292,525 calls · 4 refused
  2. lead-enricher$10.091,593 calls · 11 refused
  3. invoice-reader$7.561,109 calls
  4. research-bot$5.88818 calls · 7 refused
  5. sdr-writer$4.20553 calls · 2 refused

Top customers

All →sample
  1. acme-corp$15.972,942 calls
  2. globex$10.931,766 calls
  3. initech$7.981,186 calls
  4. umbrella$4.62617 calls
  5. hooli$2.52313 calls

Tokens

sample
16.6M

13M in · 3.6M out, as providers reported them.

Oct 19 · 1,911,000 tokensOct 20 · 3,105,900 tokensOct 21 · 3,147,900 tokensOct 22 · 3,248,700 tokensOct 23 · 3,053,400 tokensOct 24 · 1,369,200 tokensOct 25 · 753,900 tokens
Oct 19Oct 25

Latency

sample
1.24 sper call

Mean over 7,900 timed calls.

Oct 19 · 1.05 s / callOct 20 · 1.43 s / callOct 21 · 1.35 s / callOct 22 · 1.40 s / callOct 23 · 1.23 s / callOct 24 · 1.26 s / callOct 25 · 1.30 s / call
Oct 19Oct 25

Recent tasks All 5 →

task_refsample
TaskUsedBurn-downState
job-8871researcher
8 units left · 22m ago
3h 38m, first to last preflight on record
 492 / 500 units close
batch-2211enricher
25 units past the ceiling · 1h ago
2h 30m, first to last preflight on record
 1,025 / 1,000 units leaked
job-8870summarizer
92 units left · 12 reserved in flight · 3h ago
25m, first to last preflight on record
 96 / 200 units running
nightly-crawlcrawler
100 units left · 60 reserved in flight · 5h ago
5h 56m, first to last preflight on record
 1,840 / 2,000 units close
this jobjob-8871
492 / 500 units, your own count

Asked 40 units with the task at 492 of 500.

{ "approved": false, "reason": "task_ceiling_exceeded", "estimated_units": 40, "task_ref": "job-8871", "task_ceiling": 500, "task_used_units": 492, "task_remaining_units": 8 }

Latest refusals All 6 →

refusalssample
WhenRuleAgentTaskWhat happened
22m ago task ceiling researcher job-8871 Asked 40 units with the task at 492 of 500.
1h ago leaked enricher batch-2211 Recorded 25 units after the call ran; the task stands at 1,025 of 1,000.
1h ago task ceiling crawler nightly-crawl Asked 200 units with the task at 1,840 of 2,000.
3h ago task ceiling enricher batch-2211 Asked 25 units with the task at 1,000 of 1,000.
25h ago request ceiling summarizer none Asked 120 units against a per-request ceiling of 50.
Every number on this page is on the API too, except the preflight span on a task row, which the API does not return, and the dashboard's cuts by model, agent, customer and window and its latency, which this page works out from those same records: GET /decisions for refusals, /tasks for budgets and /tasks/:task_ref for a job's list-price estimate, /usage?by=event_type for the split by event_type and its estimate, /customers for balances, /keys for keys, each with Authorization: Bearer <your key>.