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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 | |
 | Black King Bar | 12 | 63.16% | 100.0 | 75.00% | +32.14% | +25.00% | -41.67% | -11.36% | 26:09 | 15:13 | 21:21 | 25:34 | 27:13 | 44:47 | 05:52 | 04:20 |
 | Wraith Band | 18 | 94.74% | 96.7 | 66.67% | +66.67% | -26.67% | +8.33% | 35.00% | 00:37 | -01:29 | -01:23 | 00:49 | 01:27 | 05:54 | 02:50 | 02:05 |
 | Dragon Lance | 18 | 94.74% | 93.3 | 66.67% | +66.67% | +33.33% | -16.67% | -11.11% | 11:53 | 07:37 | 09:16 | 11:42 | 13:46 | 18:13 | 04:30 | 03:20 |
 | Boots of Speed | 19 | 100.00% | 90.0 | 63.16% | +63.16% | +16.84% | -43.16% | -60.00% | 02:39 | 01:19 | 02:05 | 02:31 | 02:53 | 06:52 | 00:48 | 00:35 |
 | Power Treads | 19 | 100.00% | 86.7 | 63.16% | +63.16% | +36.84% | -43.16% | -21.92% | 06:25 | 03:22 | 04:26 | 05:28 | 08:05 | 13:17 | 03:39 | 02:42 |
 | Yasha | 14 | 73.68% | 83.3 | 57.14% | -22.86% | -7.14% | +9.53% | 2.76% | 17:28 | 11:34 | 14:08 | 14:53 | 20:10 | 29:17 | 06:02 | 04:28 |
 | Manta Style | 11 | 57.89% | 80.0 | 54.55% | -20.45% | +45.45% | -21.22% | -9.35% | 24:37 | 17:43 | 19:14 | 24:40 | 26:22 | 31:56 | 07:08 | 05:17 |
 | Helm of Iron Will | 4 | 21.05% | 76.7 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 22:43 | 09:11 | 09:11 | 17:38 | 26:11 | 37:51 | 17:00 | 12:35 |
 | Helm of the Dominator | 4 | 21.05% | 73.3 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 23:37 | 12:14 | 12:14 | 17:38 | 26:44 | 37:53 | 14:30 | 10:44 |
 | Crystalys | 4 | 21.05% | 70.0 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 31:19 | 24:46 | 24:46 | 28:19 | 35:04 | 37:07 | 10:18 | 07:37 |
 | Ethereal Blade | 2 | 10.53% | 66.7 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 27:40 | 27:24 | 27:24 | 27:56 | 27:56 | 27:56 | 00:32 | 00:23 |
 | Magic Stick | 2 | 10.53% | 63.3 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 06:46 | 05:17 | 05:17 | 08:15 | 08:15 | 08:15 | 02:58 | 02:11 |
 | Magic Wand | 2 | 10.53% | 60.0 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 07:01 | 05:47 | 05:47 | 08:15 | 08:15 | 08:15 | 02:28 | 01:49 |
 | Ghost Scepter | 2 | 10.53% | 56.7 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 27:20 | 27:09 | 27:09 | 27:31 | 27:31 | 27:31 | 00:22 | 00:16 |
 | Ring of Aquila | 9 | 47.37% | 53.3 | 44.44% | -35.56% | +5.56% | +5.56% | 0.00% | 06:19 | 04:34 | 04:41 | 06:07 | 07:37 | 08:32 | 02:56 | 02:10 |
 | Ring of Basilius | 9 | 47.37% | 50.0 | 44.44% | -35.56% | +55.56% | +5.56% | -14.22% | 05:58 | 02:31 | 04:05 | 06:07 | 07:36 | 08:32 | 03:31 | 02:36 |
 | Ring of Protection | 10 | 52.63% | 46.7 | 40.00% | -48.89% | -6.67% | -40.00% | -6.17% | 03:36 | -01:28 | 01:31 | 03:41 | 06:55 | 07:36 | 05:24 | 04:00 |
 | Shadow Blade | 3 | 15.79% | 43.3 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 19:21 | 16:23 | 16:23 | 19:47 | 21:53 | 21:53 | 05:30 | 04:04 |
 | Quelling Blade | 3 | 15.79% | 40.0 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 11:52 | 04:19 | 04:19 | 15:11 | 16:07 | 16:07 | 11:48 | 08:44 |
 | Butterfly | 4 | 21.05% | 36.7 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 37:14 | 33:16 | 33:16 | 34:53 | 36:42 | 44:04 | 03:26 | 02:32 |
 | Morbid Mask | 9 | 47.37% | 33.3 | 33.33% | -56.67% | -33.33% | -33.33% | 0.00% | 09:16 | 04:05 | 04:25 | 09:15 | 11:25 | 14:19 | 07:00 | 05:11 |
 | Wind Lace | 1 | 5.26% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 11:22 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.26% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 20:33 | 00:00 | 00:00 |
 | Daedalus | 1 | 5.26% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 33:24 | 00:00 | 00:00 |
 | Satanic | 1 | 5.26% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 15.79% | 16.7 | 33.33% | -35.42% | +66.67% | 0.00% | 0.00% | 21:24 | 19:59 | 19:59 | 21:08 | 23:06 | 23:06 | 03:07 | 02:18 |
 | Maelstrom | 4 | 21.05% | 13.3 | 25.00% | -48.33% | +75.00% | -25.00% | 0.00% | 24:26 | 14:06 | 14:06 | 20:03 | 28:19 | 35:17 | 14:13 | 10:31 |
 | Orb of Venom | 1 | 5.26% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 33:45 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 5.26% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 10.53% | 3.3 | 0.00% | -70.59% | 0.00% | 0.00% | 0.00% | 22:04 | 20:28 | 20:28 | 23:39 | 23:39 | 23:39 | 03:11 | 02:21 |