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
$438.30↑ 22% vs prior 3M

List-price estimate.

Jul 28 · $4.47 est. · 910 callsJul 29 · $6.29 est. · 1,479 callsJul 30 · $6.40 est. · 1,499 callsJul 31 · $5.83 est. · 1,547 callsAug 1 · $2.01 est. · 582 callsAug 2 · $3.08 est. · 652 callsAug 3 · $7.36 est. · 1,630 callsAug 4 · $7.92 est. · 1,621 callsAug 5 · $6.12 est. · 1,563 callsAug 6 · $4.80 est. · 1,244 callsAug 7 · $7.15 est. · 1,479 callsAug 8 · $2.27 est. · 539 callsAug 9 · $2.24 est. · 648 callsAug 10 · $7.02 est. · 1,428 callsAug 11 · $4.70 est. · 1,226 callsAug 12 · $4.97 est. · 1,169 callsAug 13 · $6.68 est. · 1,617 callsAug 14 · $5.94 est. · 1,405 callsAug 15 · $2.65 est. · 657 callsAug 16 · $2.16 est. · 547 callsAug 17 · $7.40 est. · 1,530 callsAug 18 · $3.93 est. · 971 callsAug 19 · $6.29 est. · 1,687 callsAug 20 · $5.52 est. · 1,267 callsAug 21 · $7.77 est. · 1,600 callsAug 22 · $2.30 est. · 601 callsAug 23 · $1.30 est. · 388 callsAug 24 · $6.22 est. · 1,488 callsAug 25 · $6.00 est. · 1,598 callsAug 26 · $4.19 est. · 1,002 callsAug 27 · $6.91 est. · 1,407 callsAug 28 · $5.27 est. · 1,057 callsAug 29 · $1.67 est. · 447 callsAug 30 · $1.77 est. · 380 callsAug 31 · $4.44 est. · 1,299 callsSep 1 · $4.57 est. · 1,012 callsSep 2 · $7.69 est. · 1,599 callsSep 3 · $6.13 est. · 1,507 callsSep 4 · $6.44 est. · 1,598 callsSep 5 · $2.76 est. · 641 callsSep 6 · $2.33 est. · 593 callsSep 7 · $4.14 est. · 1,065 callsSep 8 · $6.77 est. · 1,403 callsSep 9 · $5.07 est. · 1,413 callsSep 10 · $7.48 est. · 1,512 callsSep 11 · $4.58 est. · 1,258 callsSep 12 · $2.27 est. · 539 callsSep 13 · $2.04 est. · 598 callsSep 14 · $4.89 est. · 1,068 callsSep 15 · $5.81 est. · 1,424 callsSep 16 · $7.60 est. · 1,552 callsSep 17 · $5.64 est. · 1,658 callsSep 18 · $7.18 est. · 1,475 callsSep 19 · $1.38 est. · 389 callsSep 20 · $2.74 est. · 553 callsSep 21 · $4.80 est. · 1,068 callsSep 22 · $6.86 est. · 1,685 callsSep 23 · $4.95 est. · 1,220 callsSep 24 · $7.70 est. · 1,540 callsSep 25 · $4.66 est. · 1,307 callsSep 26 · $1.46 est. · 417 callsSep 27 · $2.24 est. · 538 callsSep 28 · $4.79 est. · 1,232 callsSep 29 · $4.33 est. · 1,233 callsSep 30 · $7.04 est. · 1,516 callsOct 1 · $7.82 est. · 1,661 callsOct 2 · $4.78 est. · 1,181 callsOct 3 · $2.47 est. · 541 callsOct 4 · $2.86 est. · 591 callsOct 5 · $5.23 est. · 1,252 callsOct 6 · $4.15 est. · 1,189 callsOct 7 · $6.73 est. · 1,463 callsOct 8 · $4.03 est. · 1,072 callsOct 9 · $7.64 est. · 1,624 callsOct 10 · $2.18 est. · 531 callsOct 11 · $2.43 est. · 637 callsOct 12 · $4.48 est. · 1,218 callsOct 13 · $7.64 est. · 1,611 callsOct 14 · $5.67 est. · 1,594 callsOct 15 · $3.26 est. · 911 callsOct 16 · $7.06 est. · 1,450 callsOct 17 · $2.99 est. · 660 callsOct 18 · $1.89 est. · 559 callsOct 19 · $5.35 est. · 1,496 callsOct 20 · $7.08 est. · 1,655 callsOct 21 · $6.70 est. · 1,458 callsOct 22 · $10.79 est. · 945 callsOct 23 · $4.13 est. · 1,106 callsOct 24 · $2.33 est. · 618 callsOct 25 · $1.29 est. · 319 calls
Jul 28Oct 25

Refusals

All →sample
Job ceiling: 981Call ceiling: 535Customer budget: 267
1,783refused
  • Job ceiling981
  • Call ceiling535
  • Customer budget267

1 ran past a ceiling after approval.

Calls

sample
102.1K↑ 11% vs prior 3M

recorded refused

Jul 28 · 910 recorded · 13 refusedJul 29 · 1,479 recorded · 22 refusedJul 30 · 1,499 recorded · 32 refusedJul 31 · 1,547 recorded · 24 refusedAug 1 · 582 recorded · 12 refusedAug 2 · 652 recorded · 7 refusedAug 3 · 1,630 recorded · 34 refusedAug 4 · 1,621 recorded · 25 refusedAug 5 · 1,563 recorded · 18 refusedAug 6 · 1,244 recorded · 32 refusedAug 7 · 1,479 recorded · 15 refusedAug 8 · 539 recorded · 9 refusedAug 9 · 648 recorded · 10 refusedAug 10 · 1,428 recorded · 26 refusedAug 11 · 1,226 recorded · 19 refusedAug 12 · 1,169 recorded · 23 refusedAug 13 · 1,617 recorded · 40 refusedAug 14 · 1,405 recorded · 25 refusedAug 15 · 657 recorded · 14 refusedAug 16 · 547 recorded · 8 refusedAug 17 · 1,530 recorded · 17 refusedAug 18 · 971 recorded · 11 refusedAug 19 · 1,687 recorded · 34 refusedAug 20 · 1,267 recorded · 15 refusedAug 21 · 1,600 recorded · 40 refusedAug 22 · 601 recorded · 6 refusedAug 23 · 388 recorded · 8 refusedAug 24 · 1,488 recorded · 32 refusedAug 25 · 1,598 recorded · 25 refusedAug 26 · 1,002 recorded · 9 refusedAug 27 · 1,407 recorded · 13 refusedAug 28 · 1,057 recorded · 20 refusedAug 29 · 447 recorded · 6 refusedAug 30 · 380 recorded · 8 refusedAug 31 · 1,299 recorded · 14 refusedSep 1 · 1,012 recorded · 25 refusedSep 2 · 1,599 recorded · 43 refusedSep 3 · 1,507 recorded · 20 refusedSep 4 · 1,598 recorded · 21 refusedSep 5 · 641 recorded · 10 refusedSep 6 · 593 recorded · 13 refusedSep 7 · 1,065 recorded · 28 refusedSep 8 · 1,403 recorded · 36 refusedSep 9 · 1,413 recorded · 25 refusedSep 10 · 1,512 recorded · 27 refusedSep 11 · 1,258 recorded · 26 refusedSep 12 · 539 recorded · 12 refusedSep 13 · 598 recorded · 9 refusedSep 14 · 1,068 recorded · 15 refusedSep 15 · 1,424 recorded · 15 refusedSep 16 · 1,552 recorded · 39 refusedSep 17 · 1,658 recorded · 38 refusedSep 18 · 1,475 recorded · 14 refusedSep 19 · 389 recorded · 4 refusedSep 20 · 553 recorded · 7 refusedSep 21 · 1,068 recorded · 14 refusedSep 22 · 1,685 recorded · 36 refusedSep 23 · 1,220 recorded · 12 refusedSep 24 · 1,540 recorded · 18 refusedSep 25 · 1,307 recorded · 17 refusedSep 26 · 417 recorded · 6 refusedSep 27 · 538 recorded · 14 refusedSep 28 · 1,232 recorded · 11 refusedSep 29 · 1,233 recorded · 16 refusedSep 30 · 1,516 recorded · 26 refusedOct 1 · 1,661 recorded · 35 refusedOct 2 · 1,181 recorded · 21 refusedOct 3 · 541 recorded · 11 refusedOct 4 · 591 recorded · 14 refusedOct 5 · 1,252 recorded · 33 refusedOct 6 · 1,189 recorded · 18 refusedOct 7 · 1,463 recorded · 38 refusedOct 8 · 1,072 recorded · 25 refusedOct 9 · 1,624 recorded · 33 refusedOct 10 · 531 recorded · 13 refusedOct 11 · 637 recorded · 14 refusedOct 12 · 1,218 recorded · 24 refusedOct 13 · 1,611 recorded · 24 refusedOct 14 · 1,594 recorded · 23 refusedOct 15 · 911 recorded · 15 refusedOct 16 · 1,450 recorded · 18 refusedOct 17 · 660 recorded · 8 refusedOct 18 · 559 recorded · 13 refusedOct 19 · 1,496 recorded · 22 refusedOct 20 · 1,655 recorded · 32 refusedOct 21 · 1,458 recorded · 29 refusedOct 22 · 945 recorded · 12 refusedOct 23 · 1,106 recorded · 22 refusedOct 24 · 618 recorded · 16 refusedOct 25 · 319 recorded · 7 refused
Jul 28Oct 25

Top models

sample
  1. claude-sonnet-4-5$201.62anthropic · 49.8K calls
  2. gpt-4.1-mini$118.34openai · 24K calls
  3. gemini-2.5-flash$65.74gemini · 11.5K calls
  4. gpt-4.1$35.06openai · 5,555 calls
  5. claude-haiku-4-5$17.53anthropic · 2,614 calls

Top agents

All →sample
  1. support-triage$149.0232.6K calls · 4 refused
  2. lead-enricher$105.1920.6K calls · 11 refused
  3. invoice-reader$78.8914.3K calls
  4. research-bot$61.3610.6K calls · 7 refused
  5. sdr-writer$43.837,148 calls · 2 refused

Top customers

All →sample
  1. acme-corp$166.5538K calls
  2. globex$113.9622.8K calls
  3. initech$83.2815.3K calls
  4. umbrella$48.217,975 calls
  5. hooli$26.304,044 calls

Tokens

sample
214.4M

168.5M in · 46M out, as providers reported them.

Jul 28 · 1,911,000 tokensJul 29 · 3,105,900 tokensJul 30 · 3,147,900 tokensJul 31 · 3,248,700 tokensAug 1 · 1,222,200 tokensAug 2 · 1,369,200 tokensAug 3 · 3,423,000 tokensAug 4 · 3,404,100 tokensAug 5 · 3,282,300 tokensAug 6 · 2,612,400 tokensAug 7 · 3,105,900 tokensAug 8 · 1,131,900 tokensAug 9 · 1,360,800 tokensAug 10 · 2,998,800 tokensAug 11 · 2,574,600 tokensAug 12 · 2,454,900 tokensAug 13 · 3,395,700 tokensAug 14 · 2,950,500 tokensAug 15 · 1,379,700 tokensAug 16 · 1,148,700 tokensAug 17 · 3,213,000 tokensAug 18 · 2,039,100 tokensAug 19 · 3,542,700 tokensAug 20 · 2,660,700 tokensAug 21 · 3,360,000 tokensAug 22 · 1,262,100 tokensAug 23 · 814,800 tokensAug 24 · 3,124,800 tokensAug 25 · 3,355,800 tokensAug 26 · 2,104,200 tokensAug 27 · 2,954,700 tokensAug 28 · 2,219,700 tokensAug 29 · 938,700 tokensAug 30 · 798,000 tokensAug 31 · 2,727,900 tokensSep 1 · 2,125,200 tokensSep 2 · 3,357,900 tokensSep 3 · 3,164,700 tokensSep 4 · 3,355,800 tokensSep 5 · 1,346,100 tokensSep 6 · 1,245,300 tokensSep 7 · 2,236,500 tokensSep 8 · 2,946,300 tokensSep 9 · 2,967,300 tokensSep 10 · 3,175,200 tokensSep 11 · 2,641,800 tokensSep 12 · 1,131,900 tokensSep 13 · 1,255,800 tokensSep 14 · 2,242,800 tokensSep 15 · 2,990,400 tokensSep 16 · 3,259,200 tokensSep 17 · 3,481,800 tokensSep 18 · 3,097,500 tokensSep 19 · 816,900 tokensSep 20 · 1,161,300 tokensSep 21 · 2,242,800 tokensSep 22 · 3,538,500 tokensSep 23 · 2,562,000 tokensSep 24 · 3,234,000 tokensSep 25 · 2,744,700 tokensSep 26 · 875,700 tokensSep 27 · 1,129,800 tokensSep 28 · 2,587,200 tokensSep 29 · 2,589,300 tokensSep 30 · 3,183,600 tokensOct 1 · 3,488,100 tokensOct 2 · 2,480,100 tokensOct 3 · 1,136,100 tokensOct 4 · 1,241,100 tokensOct 5 · 2,629,200 tokensOct 6 · 2,496,900 tokensOct 7 · 3,072,300 tokensOct 8 · 2,251,200 tokensOct 9 · 3,410,400 tokensOct 10 · 1,115,100 tokensOct 11 · 1,337,700 tokensOct 12 · 2,557,800 tokensOct 13 · 3,383,100 tokensOct 14 · 3,347,400 tokensOct 15 · 1,913,100 tokensOct 16 · 3,045,000 tokensOct 17 · 1,386,000 tokensOct 18 · 1,173,900 tokensOct 19 · 3,141,600 tokensOct 20 · 3,475,500 tokensOct 21 · 3,061,800 tokensOct 22 · 1,984,500 tokensOct 23 · 2,322,600 tokensOct 24 · 1,297,800 tokensOct 25 · 669,900 tokens
Jul 28Oct 25

Latency

sample
1.24 sper call

Mean over 102.1K timed calls.

Jul 28 · 1.05 s / callJul 29 · 1.43 s / callJul 30 · 1.35 s / callJul 31 · 1.40 s / callAug 1 · 1.23 s / callAug 2 · 1.26 s / callAug 3 · 1.30 s / callAug 4 · 1.13 s / callAug 5 · 1.11 s / callAug 6 · 1.29 s / callAug 7 · 1.09 s / callAug 8 · 1.04 s / callAug 9 · 1.14 s / callAug 10 · 1.02 s / callAug 11 · 1.20 s / callAug 12 · 1.06 s / callAug 13 · 1.34 s / callAug 14 · 1.38 s / callAug 15 · 1.08 s / callAug 16 · 1.17 s / callAug 17 · 1.47 s / callAug 18 · 955 ms / callAug 19 · 1.00 s / callAug 20 · 1.55 s / callAug 21 · 1.54 s / callAug 22 · 1.07 s / callAug 23 · 1.06 s / callAug 24 · 1.07 s / callAug 25 · 1.53 s / callAug 26 · 1.54 s / callAug 27 · 1.53 s / callAug 28 · 1.38 s / callAug 29 · 1.30 s / callAug 30 · 1.40 s / callAug 31 · 1.54 s / callSep 1 · 926 ms / callSep 2 · 1.57 s / callSep 3 · 1.41 s / callSep 4 · 1.18 s / callSep 5 · 1.34 s / callSep 6 · 1.20 s / callSep 7 · 1.60 s / callSep 8 · 1.04 s / callSep 9 · 1.29 s / callSep 10 · 1.03 s / callSep 11 · 1.27 s / callSep 12 · 1.15 s / callSep 13 · 1.28 s / callSep 14 · 1.07 s / callSep 15 · 1.44 s / callSep 16 · 1.38 s / callSep 17 · 1.32 s / callSep 18 · 995 ms / callSep 19 · 907 ms / callSep 20 · 994 ms / callSep 21 · 1.22 s / callSep 22 · 1.44 s / callSep 23 · 1.06 s / callSep 24 · 1.55 s / callSep 25 · 1.32 s / callSep 26 · 1.35 s / callSep 27 · 953 ms / callSep 28 · 904 ms / callSep 29 · 1.55 s / callSep 30 · 1.50 s / callOct 1 · 1.30 s / callOct 2 · 1.25 s / callOct 3 · 1.34 s / callOct 4 · 1.59 s / callOct 5 · 1.58 s / callOct 6 · 1.52 s / callOct 7 · 1.45 s / callOct 8 · 973 ms / callOct 9 · 1.40 s / callOct 10 · 1.29 s / callOct 11 · 1.20 s / callOct 12 · 1.06 s / callOct 13 · 1.38 s / callOct 14 · 1.54 s / callOct 15 · 915 ms / callOct 16 · 1.05 s / callOct 17 · 982 ms / callOct 18 · 1.31 s / callOct 19 · 1.40 s / callOct 20 · 1.44 s / callOct 21 · 970 ms / callOct 22 · 1.31 s / callOct 23 · 1.34 s / callOct 24 · 937 ms / callOct 25 · 1.36 s / call
Jul 28Oct 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>.