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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 | |
 | Ring of Protection | 7 | 36.84% | 100.0 | 71.43% | +38.10% | +28.57% | -21.43% | -1.67% | 27:53 | -01:29 | 07:26 | 34:44 | 37:21 | 42:45 | 29:55 | 22:09 |
 | Wind Lace | 8 | 42.11% | 97.1 | 62.50% | +26.14% | -12.50% | -12.50% | 0.00% | 04:58 | -01:29 | -01:29 | 04:54 | 06:43 | 14:59 | 08:12 | 06:04 |
 | Black King Bar | 16 | 84.21% | 94.3 | 50.00% | +16.67% | +25.00% | 0.00% | -8.72% | 23:22 | 19:33 | 21:28 | 23:26 | 24:20 | 26:58 | 02:52 | 02:07 |
 | Blink Dagger | 19 | 100.00% | 91.4 | 47.37% | +47.37% | -7.37% | -7.37% | 0.00% | 13:40 | 09:44 | 11:32 | 13:04 | 14:38 | 26:13 | 03:06 | 02:17 |
 | Boots of Speed | 19 | 100.00% | 88.6 | 47.37% | +47.37% | +12.63% | +12.63% | 0.00% | 03:17 | 01:36 | 02:12 | 03:17 | 04:01 | 05:38 | 01:49 | 01:20 |
 | Quelling Blade | 19 | 100.00% | 85.7 | 47.37% | +47.37% | +12.63% | +12.63% | 0.00% | -01:24 | -01:29 | -01:29 | -01:29 | -01:29 | 00:02 | 00:00 | 00:00 |
 | Buckler | 6 | 31.58% | 82.9 | 66.67% | +28.21% | +33.33% | +33.33% | 0.00% | 35:59 | 26:37 | 33:28 | 34:44 | 41:00 | 42:45 | 07:32 | 05:34 |
 | Power Treads | 17 | 89.47% | 80.0 | 47.06% | -2.94% | +2.94% | +27.94% | 19.23% | 05:56 | 03:50 | 05:09 | 05:52 | 06:27 | 07:54 | 01:18 | 00:57 |
 | Assault Cuirass | 4 | 21.05% | 77.1 | 75.00% | +35.00% | +25.00% | +25.00% | 0.00% | 35:07 | 27:03 | 27:03 | 34:47 | 34:59 | 43:38 | 07:56 | 05:52 |
 | Morbid Mask | 9 | 47.37% | 74.3 | 55.56% | +15.56% | -5.56% | +44.44% | 3.01% | 18:47 | 07:41 | 08:42 | 19:42 | 25:19 | 37:21 | 16:37 | 12:18 |
 | Satanic | 2 | 10.53% | 71.4 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 41:42 | 33:36 | 33:36 | 49:48 | 49:48 | 49:48 | 16:12 | 12:00 |
 | Ring of Health | 2 | 10.53% | 68.6 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 28:40 | 27:02 | 27:02 | 30:18 | 30:18 | 30:18 | 03:16 | 02:25 |
 | Void Stone | 2 | 10.53% | 65.7 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 28:43 | 27:02 | 27:02 | 30:24 | 30:24 | 30:24 | 03:22 | 02:29 |
 | Magic Stick | 14 | 73.68% | 62.9 | 42.86% | -17.14% | +7.14% | -9.53% | -1.90% | 06:41 | -01:29 | 03:01 | 05:11 | 11:47 | 21:33 | 08:46 | 06:29 |
 | Magic Wand | 13 | 68.42% | 60.0 | 38.46% | -28.21% | -5.13% | +28.21% | 3.67% | 11:43 | 02:47 | 06:11 | 11:55 | 15:16 | 27:26 | 09:05 | 06:43 |
 | Aghanim's Shard | 6 | 31.58% | 57.1 | 50.00% | +3.85% | 0.00% | +50.00% | 5.30% | 30:47 | 23:35 | 25:35 | 30:35 | 35:01 | 37:22 | 09:26 | 06:59 |
 | Bracer | 6 | 31.58% | 54.3 | 50.00% | +3.85% | +50.00% | -50.00% | -100.00% | 02:21 | -01:29 | 01:37 | 02:15 | 02:30 | 06:54 | 00:53 | 00:39 |
 | Mask of Madness | 7 | 36.84% | 51.4 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 15:55 | 09:52 | 10:42 | 12:01 | 19:51 | 25:19 | 09:09 | 06:46 |
 | Vladmir's Offering | 1 | 5.26% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.26% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.26% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 30:15 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.26% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 34:54 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.26% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 01:29 | 00:00 | 00:00 |
 | Soul Ring | 1 | 5.26% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 07:54 | 00:00 | 00:00 |
 | Javelin | 1 | 5.26% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.26% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 29:56 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.26% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.26% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.26% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Chainmail | 2 | 10.53% | 17.1 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 07:06 | 06:46 | 06:46 | 07:26 | 07:26 | 07:26 | 00:40 | 00:29 |
 | Phase Boots | 2 | 10.53% | 14.3 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 07:41 | 07:20 | 07:20 | 08:01 | 08:01 | 08:01 | 00:41 | 00:30 |
 | Helm of Iron Will | 2 | 10.53% | 11.4 | 50.00% | +2.94% | +50.00% | 0.00% | 0.00% | 08:38 | 07:31 | 07:31 | 09:45 | 09:45 | 09:45 | 02:14 | 01:39 |
 | Armlet of Mordiggian | 2 | 10.53% | 8.6 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 11:38 | 11:16 | 11:16 | 11:59 | 11:59 | 11:59 | 00:43 | 00:31 |
 | Hand of Midas | 3 | 15.79% | 5.7 | 33.33% | -16.67% | +66.67% | 0.00% | -11.40% | 13:05 | 10:06 | 10:06 | 13:12 | 15:57 | 15:57 | 05:51 | 04:20 |
 | Aghanim's Scepter | 1 | 5.26% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 42:51 | 00:00 | 00:00 |