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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Boots of Bearing | 5 | 71.43% | 100.0 | 60.00% | +60.00% | -60.00% | +40.00% | 7.66% | 35:51 | 27:00 | 27:00 | 37:02 | 40:03 | 40:12 | 13:03 | 09:40 |
 | Ring of Protection | 5 | 71.43% | 96.3 | 60.00% | +60.00% | -60.00% | +40.00% | 15.38% | 04:21 | -01:29 | -01:29 | 07:38 | 07:59 | 09:07 | 09:28 | 07:00 |
 | Morbid Mask | 5 | 71.43% | 92.6 | 60.00% | +60.00% | -60.00% | +40.00% | 33.15% | 10:31 | 08:34 | 08:34 | 10:29 | 11:35 | 12:13 | 03:01 | 02:14 |
 | Null Talisman | 5 | 71.43% | 88.9 | 60.00% | +60.00% | +40.00% | -60.00% | -41.67% | 02:10 | 00:18 | 00:18 | 02:29 | 02:42 | 03:42 | 02:24 | 01:46 |
 | Vladmir's Offering | 5 | 71.43% | 85.2 | 60.00% | +60.00% | -60.00% | -60.00% | 0.00% | 11:39 | 09:20 | 09:20 | 11:32 | 12:51 | 13:34 | 03:31 | 02:36 |
 | Buckler | 5 | 71.43% | 81.5 | 60.00% | +60.00% | -60.00% | +40.00% | 21.58% | 07:06 | 03:37 | 03:37 | 07:38 | 08:15 | 09:07 | 04:38 | 03:25 |
 | Ring of Basilius | 5 | 71.43% | 77.8 | 60.00% | +60.00% | -60.00% | +40.00% | 14.15% | 07:48 | 02:05 | 02:05 | 09:08 | 09:09 | 09:48 | 07:04 | 05:14 |
 | Drum of Endurance | 5 | 71.43% | 74.1 | 60.00% | +60.00% | -60.00% | +40.00% | 14.93% | 18:26 | 13:47 | 13:47 | 18:45 | 20:29 | 23:08 | 06:42 | 04:57 |
 | Magic Wand | 6 | 85.71% | 70.4 | 50.00% | +50.00% | +50.00% | -50.00% | -46.88% | 02:22 | -01:29 | -01:29 | -01:29 | 03:37 | 13:21 | 05:06 | 03:46 |
 | Aghanim's Shard | 6 | 85.71% | 66.7 | 50.00% | +50.00% | 0.00% | -50.00% | -16.30% | 22:52 | 17:16 | 20:13 | 20:34 | 23:17 | 33:25 | 03:04 | 02:16 |
 | Wind Lace | 6 | 85.71% | 63.0 | 50.00% | +50.00% | 0.00% | -50.00% | -7.26% | 14:15 | 05:25 | 08:13 | 11:36 | 15:06 | 32:53 | 06:53 | 05:05 |
 | Tranquil Boots | 6 | 85.71% | 59.3 | 50.00% | +50.00% | 0.00% | -50.00% | -5.15% | 16:49 | 06:00 | 10:49 | 15:01 | 20:32 | 32:58 | 09:43 | 07:11 |
 | Boots of Speed | 7 | 100.00% | 55.6 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 08:46 | 03:45 | 04:35 | 09:44 | 11:26 | 13:03 | 06:51 | 05:04 |
 | Wraith Pact | 4 | 57.14% | 51.9 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 18:20 | 15:53 | 15:53 | 17:02 | 18:40 | 21:46 | 02:47 | 02:03 |
 | Black King Bar | 4 | 57.14% | 48.1 | 50.00% | +16.67% | +50.00% | -50.00% | 0.00% | 33:20 | 28:33 | 28:33 | 29:19 | 36:25 | 39:01 | 07:52 | 05:49 |
 | Shiva's Guard | 1 | 14.29% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 37:12 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 28.57% | 40.7 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 32:24 | 19:29 | 19:29 | 45:18 | 45:18 | 45:18 | 25:49 | 19:07 |
 | Sange | 1 | 14.29% | 37.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:30 | 42:30 | 42:30 | 42:30 | 42:30 | 42:30 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 14.29% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:05 | 10:05 | 10:05 | 10:05 | 10:05 | 10:05 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 14.29% | 29.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 31:53 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 14.29% | 25.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 14.29% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 14.29% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Crown | 1 | 14.29% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:29 | 08:29 | 08:29 | 08:29 | 08:29 | 08:29 | 00:00 | 00:00 |
 | Void Stone | 1 | 14.29% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 00:00 | 00:00 |
 | Magic Stick | 4 | 57.14% | 7.4 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 01:05 | -01:29 | -01:29 | -01:19 | 02:03 | 05:03 | 03:32 | 02:37 |
 | Helm of Iron Will | 1 | 14.29% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 05:18 | 00:00 | 00:00 |