← All learned rows
T4_2H_IRONCLADEDSTAFF@2:Q4
Current B
75,780
Best-known H
98,670
Top player U
89,885
Effective target T
89,885
Target gap
+14,105
Item minimum
+1,159
Category/T/E/Q prior
+1,008–+1,345
Decision tick (cohort)
+1,008
Ticks to target
11–14
Support
1/3
Observed max ticks/hour
6.41
Signal
LEARNING
Observed Black Market buy price
Discrete server stepsObservation probes
| Observed | B | Requested | U | Gap | ΔB observed | ΔU observed | Samplers |
|---|---|---|---|---|---|---|---|
| 2026-08-04T20:36:04.566Z | 5,060 | 1 | — | — | — | — | broad · B 45dece55 · U — |
| 2026-08-04T22:32:07.078Z | 6,325 | 1 | 99,942 | +93,617 | +1,265 | — | focused · B 6c973713 · U e6d86e6a |
| 2026-08-04T22:33:05.024Z | 6,325 | 1 | 99,942 | +93,617 | 0 | 0 | focused · B 6c973713 · U 45dece55 |
| 2026-08-04T22:34:01.675Z | 6,325 | 1 | 99,942 | +93,617 | 0 | 0 | focused · B e6d86e6a · U 6c973713 |
| 2026-08-04T22:35:00.455Z | 6,325 | 1 | 99,942 | +93,617 | 0 | 0 | focused · B e6d86e6a · U e6d86e6a |
| 2026-08-04T22:35:58.380Z | 6,325 | 1 | 99,942 | +93,617 | 0 | 0 | focused · B 45dece55 · U 45dece55 |
| 2026-08-04T22:36:56.682Z | 6,325 | 1 | 99,942 | +93,617 | 0 | 0 | focused · B 6c973713 · U 45dece55 |
| 2026-08-04T23:24:52.070Z | 8,855 | 1 | — | — | +2,530 | — | broad · B 45dece55 · U — |
| 2026-08-04T23:29:31.067Z | 8,855 | 1 | 99,942 | +91,087 | 0 | — | focused · B 6c973713 · U 45dece55 |
| 2026-08-05T02:03:17.472Z | 10,120 | 1 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-05T02:18:03.077Z | 10,120 | 1 | 99,942 | +89,822 | 0 | — | focused · B 45dece55 · U 6c973713 |
| 2026-08-05T04:43:37.696Z | 11,385 | 1 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-05T07:22:13.082Z | 12,650 | 1 | — | — | +1,265 | — | broad · B 6c973713 · U — |
| 2026-08-05T10:06:02.913Z | 15,180 | 2 | — | — | +2,530 | — | broad · B 45dece55 · U — |
| 2026-08-05T12:52:15.536Z | 18,975 | 3 | — | — | +3,795 | — | broad · B eae5b765 · U — |
| 2026-08-05T15:30:01.267Z | 22,770 | 4 | — | — | +3,795 | — | broad · B eae5b765 · U — |
| 2026-08-05T18:12:20.766Z | 24,035 | 5 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-05T20:51:52.341Z | 25,300 | 6 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-05T23:40:58.069Z | 25,300 | 7 | — | — | 0 | — | broad · B 45dece55 · U — |
| 2026-08-06T02:22:39.744Z | 26,565 | 8 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-06T05:04:17.284Z | 26,565 | 9 | — | — | 0 | — | broad · B 45dece55 · U — |
| 2026-08-06T07:52:59.334Z | 30,360 | 10 | — | — | +3,795 | — | broad · B 45dece55 · U — |
| 2026-08-06T10:42:31.303Z | 34,155 | 11 | — | — | +3,795 | — | broad · B 45dece55 · U — |
| 2026-08-06T13:29:19.950Z | 37,950 | 12 | — | — | +3,795 | — | broad · B b9856fda · U — |
| 2026-08-06T16:16:57.318Z | 37,950 | 13 | — | — | 0 | — | broad · B 45dece55 · U — |
| 2026-08-06T19:02:24.656Z | 40,480 | 14 | — | — | +2,530 | — | broad · B 45dece55 · U — |
| 2026-08-06T21:47:22.622Z | 40,480 | 15 | — | — | 0 | — | broad · B 45dece55 · U — |
| 2026-08-07T00:42:08.014Z | 40,480 | 16 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-07T03:25:47.809Z | 41,745 | 17 | — | — | +1,265 | — | broad · B e6d86e6a · U — |
| 2026-08-07T06:09:05.496Z | 43,010 | 18 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-07T08:54:43.992Z | 44,275 | 19 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-07T11:40:24.038Z | 45,540 | 20 | — | — | +1,265 | — | broad · B 6c973713 · U — |
| 2026-08-07T14:25:29.848Z | 48,070 | 21 | — | — | +2,530 | — | broad · B e6d86e6a · U — |
| 2026-08-07T17:08:42.946Z | 50,600 | 22 | — | — | +2,530 | — | broad · B 6c973713 · U — |
| 2026-08-07T19:53:22.326Z | 51,865 | 23 | — | — | +1,265 | — | broad · B 6c973713 · U — |
| 2026-08-07T22:38:54.646Z | 51,865 | 24 | — | — | 0 | — | broad · B 6c973713 · U — |
| 2026-08-08T01:33:56.639Z | 51,865 | 25 | — | — | 0 | — | broad · B 6c973713 · U — |
| 2026-08-08T04:15:36.037Z | 53,130 | 26 | — | — | +1,265 | — | broad · B 6c973713 · U — |
| 2026-08-08T06:59:40.939Z | 55,660 | 27 | — | — | +2,530 | — | broad · B b9856fda · U — |
| 2026-08-08T09:45:56.857Z | 56,925 | 28 | — | — | +1,265 | — | broad · B 6c973713 · U — |
| 2026-08-08T12:32:18.120Z | 59,455 | 29 | — | — | +2,530 | — | broad · B 6c973713 · U — |
| 2026-08-08T15:18:28.724Z | 60,720 | 30 | — | — | +1,265 | — | broad · B 45dece55 · U — |
| 2026-08-08T18:07:28.163Z | 64,515 | 31 | — | — | +3,795 | — | broad · B e6d86e6a · U — |
| 2026-08-08T20:57:25.100Z | 69,575 | 32 | — | — | +5,060 | — | broad · B 45dece55 · U — |
| 2026-08-08T23:50:34.430Z | 74,635 | 33 | — | — | +5,060 | — | broad · B 45dece55 · U — |
| 2026-08-09T02:38:59.867Z | 77,165 | 34 | — | — | +2,530 | — | broad · B 6c973713 · U — |
| 2026-08-09T05:24:26.957Z | 78,430 | 35 | — | — | +1,265 | — | broad · B 6c973713 · U — |
| 2026-08-09T08:11:02.212Z | 83,490 | 36 | — | — | +5,060 | — | broad · B 6c973713 · U — |
| 2026-08-10T10:38:21.872Z | 83,490 | 37 | — | — | 0 | — | broad · B 6c973713 · U — |
| 2026-08-10T13:25:01.967Z | 83,490 | 38 | — | — | 0 | — | broad · B 6c973713 · U — |
| 2026-08-10T16:10:29.098Z | 83,490 | 39 | — | — | 0 | — | broad · B 6c973713 · U — |
| 2026-08-10T19:00:32.009Z | 83,490 | 40 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-10T21:48:30.292Z | 83,490 | 41 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-11T00:47:43.183Z | 83,490 | 42 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-11T03:37:20.959Z | 83,490 | 43 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-11T06:23:11.782Z | 83,490 | 44 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-11T09:08:37.029Z | 83,490 | 45 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-11T11:55:43.040Z | 83,490 | 46 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-11T14:44:45.377Z | 83,490 | 47 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-11T17:31:17.547Z | 83,490 | 48 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-11T20:23:12.859Z | 83,490 | 49 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-11T23:23:17.109Z | 83,490 | 50 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-12T02:18:39.936Z | 83,490 | 51 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-12T05:10:33.089Z | 83,490 | 52 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-12T07:55:57.503Z | 83,490 | 53 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-12T10:42:13.606Z | 83,490 | 54 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-12T13:35:23.083Z | 83,490 | 55 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-12T16:23:57.253Z | 83,490 | 56 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-12T19:12:13.664Z | 83,490 | 57 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-12T22:03:47.141Z | 83,490 | 58 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T01:08:19.769Z | 83,490 | 59 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-13T04:00:20.916Z | 83,490 | 60 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T06:49:47.452Z | 83,490 | 61 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T09:33:37.889Z | 83,490 | 62 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T12:19:23.665Z | 83,490 | 63 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T15:10:06.362Z | 83,490 | 64 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T18:03:01.392Z | 83,490 | 65 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T20:56:26.500Z | 83,490 | 66 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-13T23:55:07.218Z | 83,490 | 67 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-14T02:53:16.398Z | 83,490 | 68 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-14T05:49:23.482Z | 83,490 | 69 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-14T08:40:42.351Z | 83,490 | 70 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-14T11:35:18.618Z | 83,490 | 71 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-14T14:30:17.662Z | 87,285 | 72 | — | — | +3,795 | — | broad · B b9856fda · U — |
| 2026-08-14T17:27:01.745Z | 88,550 | 73 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-14T20:24:02.961Z | 88,550 | 74 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-14T23:32:57.811Z | 88,550 | 75 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-15T02:27:59.859Z | 88,550 | 76 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-15T05:27:46.877Z | 88,550 | 77 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-15T08:21:23.956Z | 88,550 | 78 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-15T11:13:54.411Z | 88,550 | 79 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-15T14:06:55.765Z | 88,550 | 80 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-15T17:05:45.777Z | 88,550 | 81 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-15T20:06:31.411Z | 88,550 | 82 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-15T23:13:13.065Z | 88,550 | 83 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T02:13:56.078Z | 88,550 | 84 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T05:13:38.186Z | 88,550 | 85 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T08:15:37.487Z | 88,550 | 86 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T11:13:29.116Z | 88,550 | 87 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T14:18:56.570Z | 88,550 | 88 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T17:18:38.781Z | 88,550 | 89 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T20:17:42.251Z | 88,550 | 90 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-16T23:44:54.393Z | 88,550 | 91 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-17T02:49:44.116Z | 88,550 | 92 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-17T05:57:10.353Z | 88,550 | 93 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-17T08:59:46.990Z | 88,550 | 94 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-20T18:28:40.478Z | 88,550 | 95 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-20T21:36:44.458Z | 88,550 | 96 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-20T21:58:32.862Z | 18,975 | 1 | 89,885 | +70,910 | -69,575 | — | focused · B eae5b765 · U b9856fda |
| 2026-08-20T22:26:18.653Z | 18,975 | 1 | 89,885 | +70,910 | 0 | 0 | focused · B e6d86e6a · U eae5b765 |
| 2026-08-20T22:30:54.273Z | 18,975 | 1 | 89,885 | +70,910 | 0 | 0 | focused · B eae5b765 · U e6d86e6a |
| 2026-08-21T00:35:09.117Z | 18,975 | 2 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-21T00:58:16.552Z | 18,975 | 1 | 89,885 | +70,910 | 0 | — | focused · B eae5b765 · U eae5b765 |
| 2026-08-21T01:05:38.020Z | 18,975 | 1 | 89,885 | +70,910 | 0 | 0 | focused · B b9856fda · U eae5b765 |
| 2026-08-21T01:15:50.993Z | 20,240 | 1 | 89,885 | +69,645 | +1,265 | 0 | focused · B b9856fda · U eae5b765 |
| 2026-08-21T03:30:37.398Z | 21,505 | 2 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-21T06:15:06.471Z | 22,770 | 3 | — | — | +1,265 | — | broad · B e6d86e6a · U — |
| 2026-08-21T08:57:40.278Z | 22,770 | 4 | — | — | 0 | — | broad · B eae5b765 · U — |
| 2026-08-21T11:42:34.673Z | 29,095 | 5 | — | — | +6,325 | — | broad · B e6d86e6a · U — |
| 2026-08-21T14:29:55.319Z | 30,360 | 6 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-21T17:41:34.584Z | 31,625 | 7 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-21T20:27:07.072Z | 35,420 | 8 | — | — | +3,795 | — | broad · B b9856fda · U — |
| 2026-08-21T23:22:21.902Z | 35,420 | 9 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-22T02:03:34.740Z | 36,685 | 10 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-22T04:46:55.489Z | 36,685 | 11 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-22T07:37:46.570Z | 43,010 | 12 | — | — | +6,325 | — | broad · B b9856fda · U — |
| 2026-08-22T10:23:32.520Z | 45,540 | 13 | — | — | +2,530 | — | broad · B b9856fda · U — |
| 2026-08-22T13:21:08.618Z | 50,600 | 14 | — | — | +5,060 | — | broad · B e6d86e6a · U — |
| 2026-08-22T16:03:30.696Z | 53,130 | 15 | — | — | +2,530 | — | broad · B b9856fda · U — |
| 2026-08-22T18:46:46.168Z | 53,130 | 16 | — | — | 0 | — | broad · B e6d86e6a · U — |
| 2026-08-22T21:28:24.926Z | 58,190 | 17 | — | — | +5,060 | — | broad · B b9856fda · U — |
| 2026-08-23T00:29:17.457Z | 58,190 | 18 | — | — | 0 | — | broad · B b9856fda · U — |
| 2026-08-23T03:12:10.635Z | 59,455 | 19 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-23T05:52:19.633Z | 63,250 | 20 | — | — | +3,795 | — | broad · B b9856fda · U — |
| 2026-08-23T08:33:57.383Z | 64,515 | 21 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-23T11:15:57.926Z | 65,780 | 22 | — | — | +1,265 | — | broad · B b9856fda · U — |
| 2026-08-24T11:42:41.751Z | 65,780 | 23 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-24T14:31:41.869Z | 65,780 | 24 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-24T17:22:25.110Z | 65,780 | 25 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-24T20:20:05.292Z | 65,780 | 26 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-24T23:17:59.700Z | 65,780 | 27 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T03:40:39.470Z | 65,780 | 28 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T06:32:47.194Z | 65,780 | 29 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T09:20:48.683Z | 65,780 | 30 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T12:16:14.074Z | 65,780 | 31 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T15:03:05.094Z | 65,780 | 32 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T17:51:07.525Z | 65,780 | 33 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T20:36:52.179Z | 65,780 | 34 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-25T23:26:38.946Z | 65,780 | 35 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-26T02:16:45.763Z | 65,780 | 36 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-26T06:40:07.678Z | 65,780 | 37 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-26T09:40:33.345Z | 66,939 | 38 | — | — | +1,159 | — | broad · B dc4852ff · U — |
| 2026-08-26T12:42:54.566Z | 70,728 | 39 | — | — | +3,789 | — | broad · B dc4852ff · U — |
| 2026-08-26T15:40:43.767Z | 75,780 | 40 | — | — | +5,052 | — | broad · B 08d86ce3 · U — |
| 2026-08-27T00:56:38.631Z | 75,780 | 41 | — | — | 0 | — | broad · B 9d8fa00e · U — |
| 2026-08-27T04:06:55.131Z | 75,780 | 42 | — | — | 0 | — | broad · B 9d8fa00e · U — |
| 2026-08-27T07:20:33.496Z | 75,780 | 43 | — | — | 0 | — | broad · B 08d86ce3 · U — |
| 2026-08-27T10:32:21.985Z | 75,780 | 44 | — | — | 0 | — | broad · B 08d86ce3 · U — |
| 2026-08-27T13:39:52.565Z | 75,780 | 45 | — | — | 0 | — | broad · B 9d8fa00e · U — |
| 2026-08-27T16:57:38.073Z | 75,780 | 46 | — | — | 0 | — | broad · B 08d86ce3 · U — |
| 2026-08-27T20:07:01.902Z | 75,780 | 47 | — | — | 0 | — | broad · B 08d86ce3 · U — |
| 2026-08-28T02:36:51.486Z | 75,780 | 48 | — | — | 0 | — | broad · B dc4852ff · U — |
| 2026-08-28T09:21:27.232Z | 75,780 | 50 | — | — | 0 | — | broad · B 0085b951 · U — |
| 2026-08-28T16:05:43.734Z | 75,780 | 52 | — | — | 0 | — | broad · B 08d86ce3 · U — |
| 2026-08-28T19:31:11.734Z | 75,780 | 53 | — | — | 0 | — | broad · B 0085b951 · U — |
| 2026-08-28T22:35:20.288Z | 75,780 | 54 | — | — | 0 | — | broad · B 9d8fa00e · U — |
| 2026-09-01T00:35:32.059Z | 75,780 | 55 | — | — | 0 | — | broad · B ca7052b3 · U — |
| 2026-09-01T03:41:30.507Z | 75,780 | 56 | — | — | 0 | — | broad · B ca7052b3 · U — |
| 2026-09-01T06:49:56.240Z | 75,780 | 57 | — | — | 0 | — | broad · B ca7052b3 · U — |
| 2026-09-01T09:38:14.745Z | 75,780 | 58 | — | — | 0 | — | broad · B ca7052b3 · U — |
| 2026-09-01T13:23:54.419Z | 75,780 | 59 | — | — | 0 | — | broad · B 9d8fa00e · U — |
| 2026-09-01T16:34:06.467Z | 75,780 | 60 | — | — | 0 | — | broad · B 9d8fa00e · U — |