Queue Forecasting Dashboard
Today (UTC)
48,651 pending
53,092 resolved
48,220 completed
2,747 failed
| Hour (UTC) | Pending | Started |
Resolved | Completed | Failed |
Activity |
| 00:00 |
13,819 |
13,511 |
14,469 |
13,070 |
592 |
|
| 01:00 |
6,335 |
8,226 |
9,857 |
8,942 |
545 |
|
| 02:00 |
4,003 |
4,739 |
4,981 |
4,342 |
504 |
|
| 03:00 |
6,501 |
6,781 |
6,662 |
6,210 |
335 |
|
| 04:00 |
6,106 |
6,263 |
5,702 |
5,358 |
260 |
|
| 05:00 |
5,408 |
5,249 |
6,540 |
5,783 |
305 |
|
| 06:00 |
6,479 |
5,393 |
4,881 |
4,515 |
206 |
|
Data Collection Health
Table Sizes
| Table | Rows | Newest | Age |
| queue_forecast_daily_health |
200 |
2026-09-17 05:47:12Z |
1.0h ago |
| queue_forecast_run_predictions |
13,291,386 |
2026-09-17 06:46:02Z |
4m ago |
| queue_forecast_task_runs |
14,576,236 |
2026-09-17 06:46:03Z |
4m ago |
| queue_forecast_tasks |
14,398,868 |
2026-09-17 06:46:02Z |
4m ago |
| queue_forecast_worker_counts |
7,391,526 |
2026-09-17 06:42:30Z |
7m ago |
| queue_forecast_worker_pools |
8,982 |
2026-09-16 13:19:44Z |
17.5h ago |
Stream Freshness
| Stream | Latest | Age | |
|---|
| pending_at |
2026-09-17 06:49:28Z |
17s ago |
OK |
| started_at |
2026-09-17 06:49:30Z |
15s ago |
OK |
| resolved_at |
2026-09-17 06:49:28Z |
17s ago |
OK |
| enriched_at |
2026-09-17 06:49:29Z |
15s ago |
OK |
| worker_sample |
2026-09-17 06:47:30Z |
2m ago |
OK |
| daily_health |
2026-09-17 05:47:12Z |
1.0h ago |
OK |
Ingestion Windows
| Window | Pending | Started | Resolved |
| 5m |
1,213 |
711 |
599 |
| 15m |
2,321 |
1,747 |
1,569 |
| 1h |
7,278 |
5,956 |
5,709 |
| 6h |
39,215 |
39,742 |
40,450 |
| 24h |
362,328 |
330,759 |
362,491 |
Open Issues
| Metric | Value |
|---|
| daily_health_rows_last_7d |
7 |
| unenriched_tasks |
10 |
| unresolved_runs |
7,193 |
| unresolved_runs_older_than_2h |
4,549 |
| worker_samples_last_30m |
6 |
Recent Resolutions (1h)
| Reason | Count (1h) |
|---|
| completed | 5,012 |
| deadline-exceeded | 343 |
| failed | 245 |
| worker-shutdown | 57 |
| canceled | 51 |
| claim-expired | 2 |
| intermittent-task | 2 |
| internal-error | 1 |
Training Results
Latest: trainer/data/models/2026-09-15/
trained 1.2d ago · as_of 2026-09-15 · lightgbm
train: 6,808,747 rows (2026-08-10..2026-09-09) · val: 307,464 · holdout: 1,164,523
| Model | Baseline | Delta |
|---|
| MAE |
1.8m |
2.0m |
-7.4% |
| within-2x |
91.1% |
90.1% |
— |
| p90 coverage |
90.3% |
— |
— |
Per-day holdout breakdown
| Day | n | MAE | w/in 2x | p90 cov |
|---|
| 2026-09-10 |
299,040 |
1.9m |
89.8% |
89.5% |
| 2026-09-11 |
273,492 |
1.9m |
89.9% |
90.6% |
| 2026-09-12 |
112,148 |
1.6m |
93.2% |
92.1% |
| 2026-09-13 |
111,834 |
1.8m |
94.5% |
88.2% |
| 2026-09-14 |
305,757 |
1.8m |
91.4% |
91.0% |
trained 1.2d ago · as_of 2026-09-15 · lightgbm
train: 3,072,678 rows (2026-08-26..2026-09-09) · val: 318,678 · holdout: 1,193,013
| Model | Baseline | Delta |
|---|
| MAE |
4.0m |
4.2m |
-5.3% |
| within-2x |
62.2% |
57.4% |
— |
| p90 coverage |
87.9% |
— |
— |
| Bucket | n | MAE | Base MAE | w/in 2x | Base w/in 2x |
|---|
| <1m |
548,598 |
18.2s |
23.9s |
47.7% |
43.1% |
| 1-5m |
332,510 |
1.0m |
1.2m |
81.5% |
76.5% |
| 5-30m |
176,379 |
5.2m |
5.8m |
72.1% |
67.2% |
| 30m+ |
44,784 |
1.1h |
1.1h |
55.5% |
52.9% |
Per-day holdout breakdown
| Day | n | MAE | w/in 2x | p90 cov |
|---|
| 2026-09-10 |
299,040 |
3.7m |
60.6% |
87.5% |
| 2026-09-11 |
273,492 |
3.2m |
60.9% |
88.6% |
| 2026-09-12 |
112,148 |
1.4m |
69.0% |
91.2% |
| 2026-09-13 |
111,834 |
2.7m |
64.1% |
82.7% |
| 2026-09-14 |
305,757 |
6.6m |
61.7% |
88.3% |
Walk-Forward Evaluation
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-14 |
2.4m |
2.4m |
0.1% |
90.9% |
-0.5pp |
89.6% |
935,671 |
| 2026-04-15 |
2.4m |
2.3m |
-3.4% |
91.0% |
-0.2pp |
89.5% |
842,633 |
| 2026-04-16 |
2.5m |
2.3m |
-9.1% |
90.5% |
+0.5pp |
89.4% |
740,907 |
| 2026-04-17 |
2.6m |
2.4m |
-7.3% |
89.8% |
+0.4pp |
89.6% |
797,924 |
| 2026-04-18 |
2.6m |
2.5m |
-3.7% |
89.6% |
+0.1pp |
89.8% |
882,507 |
| 2026-04-19 |
2.6m |
2.6m |
-1.2% |
88.9% |
-0.1pp |
90.1% |
731,367 |
| 2026-04-20 |
2.4m |
2.5m |
4.9% |
89.0% |
-0.3pp |
90.1% |
628,458 |
| 2026-04-21 |
2.3m |
2.6m |
13.0% |
88.7% |
-1.0pp |
88.9% |
661,844 |
| 2026-04-22 |
2.2m |
2.4m |
12.3% |
89.7% |
-0.5pp |
89.5% |
685,783 |
| 2026-04-23 |
2.3m |
2.4m |
5.6% |
89.1% |
+0.4pp |
88.0% |
757,919 |
| 2026-04-24 |
2.8m |
2.9m |
5.0% |
88.1% |
+0.4pp |
85.7% |
870,087 |
| 2026-04-25 |
2.8m |
2.8m |
2.8% |
88.6% |
+0.6pp |
85.7% |
936,164 |
| 2026-04-26 |
2.8m |
2.9m |
2.7% |
88.8% |
+0.7pp |
85.9% |
763,702 |
| 2026-04-27 |
3.1m |
3.1m |
1.1% |
87.8% |
+0.9pp |
84.1% |
559,122 |
| 2026-04-28 |
2.9m |
2.9m |
-0.3% |
89.1% |
+0.7pp |
84.5% |
531,856 |
| 2026-04-29 |
2.3m |
2.3m |
2.4% |
90.6% |
+0.5pp |
91.2% |
628,767 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-14 |
2.4m |
2.2m |
-6.8% |
92.3% |
+0.8pp |
89.4% |
935,671 |
| 2026-04-15 |
2.4m |
2.2m |
-6.4% |
92.1% |
+0.9pp |
89.4% |
842,633 |
| 2026-04-16 |
2.5m |
2.3m |
-8.1% |
91.1% |
+1.1pp |
89.3% |
740,907 |
| 2026-04-17 |
2.6m |
2.4m |
-7.4% |
90.4% |
+1.0pp |
89.3% |
797,924 |
| 2026-04-18 |
2.6m |
2.4m |
-7.0% |
90.4% |
+0.9pp |
89.6% |
882,507 |
| 2026-04-19 |
2.6m |
2.4m |
-5.2% |
89.7% |
+0.7pp |
89.7% |
731,367 |
| 2026-04-20 |
2.4m |
2.3m |
-4.1% |
89.8% |
+0.6pp |
89.9% |
628,458 |
| 2026-04-21 |
2.3m |
2.2m |
-3.2% |
90.1% |
+0.4pp |
88.5% |
661,844 |
| 2026-04-22 |
2.2m |
2.1m |
-0.7% |
90.3% |
+0.1pp |
90.3% |
685,783 |
| 2026-04-23 |
2.3m |
2.2m |
-6.3% |
89.7% |
+1.0pp |
87.9% |
757,919 |
| 2026-04-24 |
2.8m |
3.1m |
12.0% |
86.9% |
-0.9pp |
85.7% |
870,087 |
| 2026-04-25 |
2.8m |
2.7m |
-3.2% |
88.6% |
+0.6pp |
85.7% |
936,164 |
| 2026-04-26 |
2.8m |
2.7m |
-5.5% |
89.3% |
+1.2pp |
87.3% |
763,702 |
| 2026-04-27 |
3.1m |
2.9m |
-5.2% |
88.4% |
+1.6pp |
84.3% |
559,122 |
| 2026-04-28 |
2.9m |
2.6m |
-8.2% |
90.0% |
+1.6pp |
84.7% |
531,856 |
| 2026-04-29 |
2.3m |
2.1m |
-9.0% |
91.6% |
+1.5pp |
88.8% |
628,767 |
| 2026-05-12 |
2.1m |
1.9m |
-7.2% |
91.2% |
+0.9pp |
88.9% |
878,844 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-14 |
15.2m |
7.7m |
-49.7% |
52.5% |
-1.5pp |
89.5% |
962,101 |
| 2026-04-15 |
13.8m |
6.8m |
-50.5% |
48.0% |
-6.4pp |
93.1% |
868,389 |
| 2026-04-16 |
9.5m |
5.6m |
-41.4% |
46.6% |
-8.0pp |
95.4% |
759,135 |
| 2026-04-17 |
10.4m |
5.7m |
-45.6% |
56.2% |
+3.4pp |
93.2% |
819,546 |
| 2026-04-18 |
10.2m |
6.6m |
-34.9% |
53.8% |
+1.5pp |
91.6% |
906,930 |
| 2026-04-19 |
9.2m |
6.4m |
-29.7% |
45.9% |
-7.0pp |
91.8% |
749,978 |
| 2026-04-20 |
6.7m |
6.7m |
-0.1% |
55.9% |
+1.7pp |
92.2% |
638,524 |
| 2026-04-21 |
6.6m |
5.8m |
-13.4% |
44.9% |
-9.0pp |
92.8% |
675,564 |
| 2026-04-22 |
8.3m |
6.6m |
-21.2% |
45.7% |
-7.5pp |
91.6% |
697,501 |
| 2026-04-23 |
10.2m |
9.0m |
-12.2% |
42.6% |
-9.1pp |
94.2% |
775,042 |
| 2026-04-24 |
13.5m |
12.5m |
-7.8% |
54.3% |
+5.8pp |
86.5% |
892,080 |
| 2026-04-25 |
13.2m |
13.4m |
1.6% |
52.7% |
+5.2pp |
87.7% |
958,965 |
| 2026-04-26 |
15.4m |
13.0m |
-15.8% |
40.3% |
-6.6pp |
88.1% |
782,799 |
| 2026-04-27 |
13.8m |
19.2m |
39.4% |
45.9% |
-0.5pp |
86.4% |
574,958 |
| 2026-04-28 |
12.3m |
11.1m |
-10.0% |
36.5% |
-9.8pp |
85.9% |
542,958 |
| 2026-04-29 |
10.4m |
7.6m |
-27.0% |
39.9% |
-8.6pp |
86.4% |
644,798 |
| 2026-05-12 |
5.3m |
3.4m |
-35.2% |
56.7% |
+4.9pp |
90.9% |
902,774 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-14 |
15.2m |
8.6m |
-43.6% |
58.9% |
+5.0pp |
87.3% |
962,101 |
| 2026-04-15 |
13.8m |
9.5m |
-31.3% |
58.6% |
+4.3pp |
89.2% |
868,389 |
| 2026-04-16 |
9.5m |
5.6m |
-41.3% |
58.7% |
+4.0pp |
88.6% |
759,135 |
| 2026-04-17 |
10.4m |
7.1m |
-31.6% |
57.1% |
+4.3pp |
88.9% |
819,546 |
| 2026-04-18 |
10.2m |
7.6m |
-25.3% |
56.3% |
+4.0pp |
90.0% |
906,930 |
| 2026-04-19 |
9.2m |
7.0m |
-23.5% |
56.1% |
+3.2pp |
89.6% |
749,978 |
| 2026-04-20 |
6.7m |
6.8m |
2.1% |
56.7% |
+2.5pp |
88.7% |
638,524 |
| 2026-04-21 |
6.6m |
7.1m |
6.7% |
55.8% |
+1.9pp |
88.6% |
675,564 |
| 2026-04-22 |
8.3m |
6.5m |
-21.4% |
56.5% |
+3.3pp |
87.3% |
697,501 |
| 2026-04-23 |
10.2m |
8.7m |
-15.3% |
54.6% |
+2.9pp |
85.8% |
775,042 |
| 2026-04-24 |
13.5m |
12.3m |
-9.1% |
47.0% |
-1.4pp |
73.7% |
892,080 |
| 2026-04-25 |
13.2m |
12.2m |
-7.3% |
41.9% |
-5.6pp |
65.9% |
958,965 |
| 2026-04-26 |
15.4m |
14.3m |
-6.9% |
34.8% |
-12.1pp |
61.6% |
782,799 |
| 2026-04-27 |
13.8m |
14.7m |
6.6% |
28.4% |
-18.1pp |
51.7% |
574,958 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-14 |
15.2m |
9.2m |
-39.6% |
61.0% |
+7.1pp |
87.6% |
962,101 |
| 2026-04-15 |
13.8m |
9.2m |
-33.4% |
61.5% |
+7.2pp |
88.8% |
868,389 |
| 2026-04-16 |
9.5m |
5.1m |
-46.5% |
61.8% |
+7.1pp |
88.6% |
759,135 |
| 2026-04-17 |
10.4m |
7.0m |
-33.2% |
59.2% |
+6.5pp |
88.4% |
819,546 |
| 2026-04-18 |
10.2m |
7.4m |
-26.9% |
58.6% |
+6.3pp |
89.1% |
906,930 |
| 2026-04-19 |
9.2m |
6.6m |
-28.4% |
58.4% |
+5.5pp |
88.5% |
749,978 |
| 2026-04-20 |
6.7m |
6.1m |
-9.0% |
59.3% |
+5.1pp |
89.0% |
638,524 |
| 2026-04-21 |
6.6m |
6.6m |
-0.2% |
58.6% |
+4.7pp |
87.8% |
675,564 |
| 2026-04-22 |
8.3m |
6.6m |
-20.8% |
58.3% |
+5.1pp |
87.0% |
697,501 |
| 2026-04-23 |
10.2m |
8.3m |
-19.3% |
56.3% |
+4.6pp |
84.9% |
775,043 |
| 2026-04-24 |
13.5m |
11.8m |
-12.9% |
49.4% |
+1.0pp |
73.3% |
892,080 |
| 2026-04-25 |
13.2m |
11.7m |
-11.4% |
42.8% |
-4.7pp |
66.7% |
958,965 |
| 2026-04-26 |
15.4m |
13.4m |
-12.8% |
39.1% |
-7.8pp |
62.4% |
782,799 |
| 2026-04-27 |
13.8m |
14.2m |
3.1% |
30.9% |
-15.6pp |
54.7% |
574,958 |
| 2026-04-28 |
12.3m |
10.3m |
-16.4% |
53.9% |
+7.7pp |
83.6% |
542,958 |
| 2026-04-29 |
10.4m |
8.9m |
-14.1% |
51.8% |
+3.3pp |
87.2% |
644,798 |
| 2026-05-12 |
5.3m |
3.3m |
-36.5% |
58.5% |
+6.7pp |
89.8% |
902,774 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-15 |
14.4m |
13.3m |
-7.8% |
61.2% |
+7.4pp |
89.4% |
868,389 |
| 2026-04-16 |
9.5m |
5.5m |
-41.3% |
61.1% |
+6.7pp |
88.9% |
759,135 |
| 2026-04-17 |
10.4m |
7.1m |
-32.0% |
59.3% |
+6.6pp |
88.6% |
819,546 |
| 2026-04-18 |
10.2m |
7.2m |
-29.6% |
58.7% |
+6.4pp |
89.5% |
906,930 |
| 2026-04-19 |
9.2m |
6.8m |
-26.5% |
58.1% |
+5.3pp |
89.2% |
749,978 |
| 2026-04-20 |
6.8m |
6.6m |
-2.6% |
59.2% |
+5.1pp |
89.1% |
638,524 |
| 2026-04-21 |
6.7m |
6.4m |
-4.8% |
58.4% |
+4.6pp |
87.7% |
675,564 |
| 2026-04-22 |
8.3m |
6.2m |
-25.3% |
58.4% |
+5.3pp |
87.0% |
697,501 |
| 2026-04-23 |
10.3m |
7.4m |
-27.7% |
57.3% |
+5.8pp |
84.5% |
775,043 |
| 2026-04-24 |
13.8m |
10.8m |
-21.4% |
55.7% |
+7.5pp |
84.0% |
892,080 |
| 2026-04-25 |
13.4m |
10.8m |
-19.8% |
54.2% |
+7.0pp |
83.2% |
958,965 |
| 2026-04-26 |
15.7m |
12.0m |
-23.8% |
54.5% |
+7.9pp |
86.1% |
782,799 |
| 2026-04-27 |
14.2m |
11.6m |
-18.5% |
54.6% |
+8.8pp |
85.3% |
574,958 |
| 2026-04-28 |
12.8m |
10.7m |
-16.5% |
53.9% |
+8.5pp |
84.2% |
542,958 |
| 2026-04-29 |
10.7m |
8.0m |
-24.8% |
53.4% |
+5.7pp |
86.4% |
644,798 |
| 2026-05-12 |
5.3m |
3.4m |
-35.6% |
58.5% |
+6.9pp |
89.7% |
902,774 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-15 |
13.8m |
9.1m |
-34.3% |
60.5% |
+6.1pp |
88.6% |
868,389 |
| 2026-04-16 |
9.5m |
5.1m |
-46.4% |
60.3% |
+5.7pp |
87.7% |
759,135 |
| 2026-04-17 |
10.4m |
6.4m |
-38.4% |
57.9% |
+5.1pp |
87.7% |
819,546 |
| 2026-04-18 |
10.2m |
6.6m |
-34.9% |
56.6% |
+4.3pp |
88.1% |
906,930 |
| 2026-04-19 |
9.2m |
6.1m |
-33.8% |
54.0% |
+1.1pp |
85.3% |
749,978 |
| 2026-04-20 |
6.7m |
5.6m |
-16.9% |
52.1% |
-2.1pp |
83.1% |
638,524 |
| 2026-04-21 |
6.6m |
6.0m |
-9.6% |
50.5% |
-3.4pp |
81.8% |
675,564 |
| 2026-04-22 |
8.3m |
7.1m |
-15.4% |
51.4% |
-1.8pp |
83.0% |
697,501 |
| 2026-04-23 |
10.2m |
8.6m |
-15.5% |
50.4% |
-1.4pp |
79.8% |
775,043 |
| 2026-04-24 |
13.5m |
13.1m |
-3.2% |
49.4% |
+1.0pp |
83.2% |
892,080 |
| 2026-04-25 |
13.2m |
11.1m |
-15.5% |
48.6% |
+1.1pp |
83.0% |
958,965 |
| 2026-04-26 |
15.4m |
12.2m |
-20.4% |
48.7% |
+1.8pp |
83.7% |
782,799 |
| 2026-04-27 |
13.8m |
12.0m |
-13.2% |
47.3% |
+0.9pp |
84.6% |
574,958 |
| 2026-04-28 |
12.3m |
11.6m |
-6.3% |
47.6% |
+1.4pp |
87.5% |
542,958 |
| 2026-04-29 |
10.4m |
7.9m |
-23.6% |
47.1% |
-1.4pp |
88.4% |
644,798 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-16 |
9.5m |
5.6m |
-41.4% |
61.3% |
+6.7pp |
88.6% |
759,135 |
| 2026-04-17 |
10.4m |
6.6m |
-36.7% |
59.3% |
+6.5pp |
88.6% |
819,546 |
| 2026-04-19 |
9.2m |
6.4m |
-30.4% |
58.4% |
+5.5pp |
88.3% |
749,978 |
| 2026-04-20 |
6.7m |
5.9m |
-12.6% |
59.1% |
+4.9pp |
88.4% |
638,524 |
| 2026-04-21 |
6.6m |
6.5m |
-2.1% |
58.6% |
+4.7pp |
87.8% |
675,564 |
| 2026-04-22 |
8.3m |
6.6m |
-20.6% |
57.7% |
+4.5pp |
87.0% |
697,501 |
| 2026-04-23 |
10.2m |
8.2m |
-20.3% |
56.4% |
+4.7pp |
85.0% |
775,043 |
| 2026-04-25 |
13.2m |
10.5m |
-20.4% |
54.1% |
+6.6pp |
81.7% |
958,965 |
| 2026-04-26 |
15.4m |
12.2m |
-20.5% |
52.9% |
+5.9pp |
83.8% |
782,799 |
| 2026-04-28 |
12.3m |
10.5m |
-14.9% |
52.7% |
+6.4pp |
84.6% |
542,958 |
| 2026-04-29 |
10.4m |
9.3m |
-10.1% |
50.8% |
+2.3pp |
84.8% |
644,798 |
| 2026-05-12 |
5.3m |
3.4m |
-35.1% |
58.5% |
+6.7pp |
89.6% |
902,774 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-16 |
9.5m |
6.0m |
-36.8% |
60.5% |
+6.0pp |
88.5% |
759,135 |
| 2026-04-17 |
10.4m |
7.1m |
-32.1% |
59.2% |
+6.5pp |
89.2% |
819,546 |
| 2026-04-19 |
9.2m |
6.7m |
-27.2% |
58.2% |
+5.3pp |
88.5% |
749,978 |
| 2026-04-20 |
6.8m |
6.2m |
-8.0% |
59.1% |
+5.0pp |
89.3% |
638,524 |
| 2026-04-21 |
6.7m |
6.3m |
-5.5% |
58.3% |
+4.5pp |
87.5% |
675,564 |
| 2026-04-22 |
8.3m |
6.5m |
-22.7% |
58.0% |
+4.9pp |
87.5% |
697,501 |
| 2026-04-23 |
10.3m |
8.0m |
-22.0% |
56.5% |
+5.0pp |
84.3% |
775,043 |
| 2026-04-25 |
13.4m |
10.3m |
-23.0% |
53.5% |
+6.3pp |
83.4% |
958,965 |
| 2026-04-26 |
15.7m |
12.3m |
-21.8% |
53.2% |
+6.7pp |
85.8% |
782,799 |
| 2026-04-28 |
12.8m |
10.2m |
-20.3% |
53.1% |
+7.8pp |
83.6% |
542,958 |
| 2026-04-29 |
10.7m |
7.9m |
-26.5% |
52.4% |
+4.7pp |
83.9% |
644,798 |
| 2026-05-12 |
5.3m |
3.4m |
-35.0% |
58.6% |
+6.9pp |
89.5% |
902,774 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-23 |
10.2m |
9.2m |
-10.4% |
53.4% |
+1.7pp |
90.8% |
775,042 |
| Cohort |
Baseline MAE |
Model MAE |
Δ MAE % |
Model within-2x |
Δ within-2x pp |
p90 cov |
Hold rows |
| 2026-04-23 |
10.2m |
8.7m |
-15.3% |
54.6% |
+2.9pp |
85.8% |
775,042 |
Daily Health (last 60d)
| Date | Total | Comp% | Exc% |
Wait p99 | Cap p50 | Util |
Exc | Stuck | Wait | Vol | Comp |
Cap↓ | Cap↑ | Util↓ | Samp |
Anomaly |
| 2026-09-16 |
374,675 |
84.7% |
1.9% |
3.5h |
3,218 |
92.0% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-15 |
302,666 |
88.8% |
1.9% |
6.3h |
2,858 |
91.5% |
|
|
|
|
|
|
|
|
|
1 flag |
| 2026-09-14 |
344,459 |
88.8% |
1.5% |
5.7h |
3,358 |
92.0% |
|
|
|
|
|
|
|
|
|
1 flag |
| 2026-09-13 |
124,370 |
89.9% |
0.9% |
55.0m |
1,078 |
91.7% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-09-12 |
135,385 |
82.8% |
0.8% |
29.9m |
1,139 |
91.8% |
|
|
|
|
|
|
|
|
|
3 flags |
| 2026-09-11 |
320,475 |
85.3% |
2.3% |
1.7h |
2,940 |
91.7% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-10 |
352,733 |
84.8% |
2.1% |
2.5h |
3,535 |
92.1% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-09 |
349,718 |
85.7% |
2.1% |
1.6h |
3,108 |
92.3% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-08 |
295,863 |
89.1% |
1.7% |
2.1h |
2,698 |
92.4% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-07 |
222,808 |
92.4% |
1.1% |
57.1m |
2,221 |
92.9% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-06 |
105,588 |
82.7% |
0.6% |
27.4m |
689 |
90.2% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-09-05 |
138,731 |
88.0% |
1.1% |
37.8m |
1,242 |
91.9% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-09-04 |
348,984 |
87.2% |
1.9% |
2.2h |
3,523 |
91.8% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-03 |
312,144 |
85.9% |
1.9% |
3.6h |
3,392 |
92.4% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-02 |
343,296 |
83.9% |
2.0% |
2.7h |
3,218 |
91.9% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-09-01 |
317,586 |
84.7% |
1.6% |
2.4h |
3,147 |
91.7% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-31 |
250,842 |
90.7% |
1.3% |
1.5h |
2,618 |
92.1% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-30 |
79,801 |
92.0% |
0.7% |
38.7m |
496 |
89.3% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-29 |
110,098 |
93.1% |
1.1% |
36.5m |
1,098 |
91.1% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-28 |
116,620 |
79.1% |
1.7% |
7.2h |
1,146 |
91.9% |
|
|
|
|
|
|
|
|
|
3 flags |
| 2026-08-27 |
291,757 |
88.2% |
1.7% |
1.7h |
3,218 |
92.2% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-26 |
350,536 |
90.4% |
1.7% |
2.7h |
3,407 |
91.7% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-25 |
300,383 |
86.7% |
1.2% |
1.3h |
3,081 |
92.2% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-24 |
294,153 |
89.7% |
1.5% |
1.8h |
2,799 |
92.6% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-23 |
119,008 |
85.6% |
0.3% |
38.4m |
1,140 |
89.9% |
|
|
|
|
|
|
|
|
|
3 flags |
| 2026-08-22 |
219,373 |
85.5% |
0.6% |
1.8h |
2,311 |
93.3% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-21 |
335,015 |
85.5% |
1.4% |
1.3h |
3,350 |
92.0% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-20 |
326,110 |
85.8% |
1.5% |
2.3h |
3,306 |
91.1% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-19 |
292,715 |
86.7% |
1.4% |
2.8h |
2,548 |
92.6% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-18 |
287,242 |
89.6% |
1.6% |
2.9h |
3,352 |
92.3% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-17 |
251,343 |
93.5% |
1.0% |
1.7h |
2,541 |
91.9% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-16 |
105,140 |
94.0% |
0.9% |
42.4m |
831 |
90.4% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-15 |
115,656 |
90.3% |
0.8% |
48.3m |
939 |
90.5% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-14 |
259,746 |
88.4% |
1.7% |
7.8h |
3,166 |
91.9% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-13 |
331,283 |
80.5% |
1.3% |
10.9h |
3,044 |
91.9% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-12 |
323,102 |
87.3% |
1.3% |
11.8h |
3,196 |
92.0% |
|
|
|
|
|
|
|
|
|
1 flag |
| 2026-08-11 |
279,710 |
92.7% |
1.5% |
2.8h |
2,887 |
91.8% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-10 |
282,144 |
93.8% |
1.0% |
3.2h |
3,013 |
91.7% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-09 |
89,219 |
95.8% |
0.6% |
1.0h |
740 |
90.8% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-08 |
149,149 |
84.9% |
0.9% |
1.7h |
1,463 |
91.7% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-07 |
320,157 |
87.1% |
1.6% |
3.3h |
3,613 |
92.4% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-06 |
318,246 |
81.4% |
1.3% |
6.8h |
3,129 |
91.7% |
|
|
|
|
|
|
|
|
|
1 flag |
| 2026-08-05 |
251,744 |
88.0% |
1.5% |
3.3h |
2,495 |
90.8% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-04 |
302,106 |
85.4% |
1.3% |
6.0h |
2,990 |
90.0% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-03 |
271,680 |
92.2% |
1.2% |
5.1h |
2,974 |
91.2% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-08-02 |
115,959 |
93.6% |
0.5% |
1.3h |
617 |
90.4% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-08-01 |
105,101 |
91.4% |
0.5% |
2.1h |
673 |
90.0% |
|
|
|
|
|
|
|
|
|
3 flags |
| 2026-07-31 |
280,433 |
87.6% |
1.3% |
5.7h |
3,131 |
91.1% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-30 |
267,496 |
91.4% |
1.1% |
6.0h |
3,070 |
91.0% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-29 |
290,139 |
91.3% |
1.4% |
3.3h |
3,130 |
91.4% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-28 |
257,889 |
87.0% |
1.6% |
3.1h |
2,869 |
90.8% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-27 |
268,027 |
88.7% |
1.0% |
2.5h |
2,901 |
91.0% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-26 |
123,446 |
93.2% |
0.6% |
1.2h |
1,239 |
90.6% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-25 |
83,494 |
92.4% |
0.6% |
2.4h |
543 |
87.1% |
|
|
|
|
|
|
|
|
|
2 flags |
| 2026-07-24 |
230,603 |
89.9% |
1.6% |
1.5h |
2,488 |
91.1% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-23 |
233,282 |
86.2% |
1.4% |
2.0h |
2,347 |
91.7% |
|
|
|
|
|
|
|
|
|
1 flag |
| 2026-07-22 |
245,106 |
91.0% |
1.6% |
1.0h |
2,769 |
91.5% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-21 |
278,123 |
90.3% |
1.8% |
4.3h |
3,389 |
91.3% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-20 |
228,099 |
91.0% |
1.5% |
3.5h |
2,393 |
91.3% |
|
|
|
|
|
|
|
|
|
OK |
| 2026-07-19 |
86,558 |
92.8% |
0.9% |
49.0m |
580 |
88.9% |
|
|
|
|
|
|
|
|
|
2 flags |