Admin
LLM token usage
Token consumption by the LLM evaluation pipeline.
Last 7 days
| Evaluations | Total Tokens | Input Tokens | Output Tokens | Avg Tokens per Eval |
|---|---|---|---|---|
| 121,966 | 12,781,189 | 6,443,393 | 6,337,796 | 105 |
Lifetime
| Evaluations | Total Tokens | Input Tokens | Output Tokens | Avg Tokens per Eval |
|---|---|---|---|---|
| 980,999 | 183,422,407 | 75,124,664 | 108,297,743 | 187 |
LLM evaluation service
Status of the continuous evaluate worker, and its recent output.
Status
Running
Last poll
Last result
Issues needing evaluations
| Never evaluated | Eval version outdated | Content changed since last eval |
|---|---|---|
| 0 | 0 | 1,312 |
Daily evaluations (last 14 days)
| Date | Evaluations |
|---|---|
| 2026-09-01 | 1,645 |
| 2026-09-03 | 68 |
| 2026-09-04 | 113 |
| 2026-09-05 | 204 |
| 2026-09-06 | 528 |
| 2026-09-07 | 661 |
| 2026-09-08 | 678 |
| 2026-09-09 | 624 |
| 2026-09-10 | 671 |
| 2026-09-11 | 629 |
| 2026-09-12 | 202 |
Recent evaluations
| Project | Issue | Title | Model | Verdict | When |
|---|---|---|---|---|---|
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1677002 closed |
Catkin plugin: support needed for both python2 and python3 | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1674952 closed |
snapcraft tour broken when installed from snap | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1671939 closed |
build-packages doesn't support specifying a version | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1671546 closed |
godeps plugin does not installing the git package by itself | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1669730 closed |
No feedback for long running operation | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1666656 closed |
stage-packages doesn't support versions | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1666488 closed |
python plugin uses incorrect headers when using staged python | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1665661 closed |
kernel plugin: remove MAKEFLAGS from the environment | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1665656 closed |
kernel plugin: install all dtbs | qwen/qwen3.6-35b-a3b | Unknown | |
| snapcraft (launchpad) |
snapcraft (launchpad) issue #1665650 closed |
Snapcraft: 96boards fixes | qwen/qwen3.6-35b-a3b | Unknown |
Eval queue depth over time
Pending issues (queued for evaluation), sampled from worker polls of
/api/eval/next. Only accumulates while some worker
(in-cluster or remote) is actively polling.
Daily invalidations by signal
Rolling 7-day total: 0 invalidations.
Issues invalidated (evidence_generation bumped) per day by the commit
scanner, broken out by which signal fired: an exact cross-repo
reference, a changed evidence path, a semantic commit match, a
same-repo bare #N reference, or a cross-source
LP: #N Launchpad reference. Note: an issue matched by two
signals in one pass is counted in both buckets but bumped once, so the
stacked total overstates unique invalidations — the rolling total above
is the honest headline.