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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 | |
 | Void Stone | 8 | 19.51% | 100.0 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 41:14 | 21:14 | 23:03 | 43:07 | 49:16 | 1:01:38 | 26:13 | 19:25 |
 | Ring of Health | 6 | 14.63% | 96.6 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 31:27 | 14:48 | 21:31 | 23:03 | 42:06 | 1:01:38 | 20:35 | 15:14 |
 | Shiva's Guard | 8 | 19.51% | 93.1 | 87.50% | +48.11% | +12.50% | -37.50% | -6.12% | 33:48 | 25:33 | 28:28 | 33:54 | 36:38 | 41:12 | 08:10 | 06:02 |
 | Lotus Orb | 4 | 9.76% | 89.7 | 100.00% | +56.76% | 0.00% | 0.00% | 0.00% | 41:24 | 27:57 | 27:57 | 29:36 | 52:18 | 55:45 | 24:21 | 18:02 |
 | Hand of Midas | 28 | 68.29% | 86.2 | 53.57% | +15.11% | +46.43% | -25.00% | -14.05% | 20:16 | 14:32 | 17:07 | 18:44 | 22:12 | 31:53 | 05:05 | 03:45 |
 | Tranquil Boots | 41 | 100.00% | 82.8 | 48.78% | +48.78% | -8.78% | -28.78% | -5.63% | 08:42 | 04:47 | 06:42 | 09:03 | 10:15 | 13:01 | 03:33 | 02:37 |
 | Ring of Protection | 41 | 100.00% | 79.3 | 48.78% | +48.78% | +1.22% | -28.78% | -7.14% | 06:46 | -01:16 | 05:07 | 06:18 | 09:19 | 12:38 | 04:12 | 03:06 |
 | Boots of Speed | 41 | 100.00% | 75.9 | 48.78% | +48.78% | +11.22% | +1.22% | -5.94% | 03:41 | -01:28 | 03:06 | 03:39 | 04:47 | 07:22 | 01:41 | 01:14 |
 | Magic Stick | 38 | 92.68% | 72.4 | 47.37% | -19.30% | +22.63% | -25.15% | -8.46% | 10:16 | 02:58 | 07:09 | 09:34 | 12:48 | 19:17 | 05:39 | 04:11 |
 | Magic Wand | 31 | 75.61% | 69.0 | 48.39% | -1.61% | +1.61% | +1.61% | 0.00% | 14:37 | 07:34 | 10:25 | 13:40 | 16:48 | 32:11 | 06:23 | 04:43 |
 | Flying Courier | 22 | 53.66% | 65.5 | 45.45% | -7.18% | -12.12% | -5.45% | 6.67% | 03:27 | 03:00 | 03:03 | 03:09 | 03:48 | 04:48 | 00:45 | 00:33 |
 | Aghanim's Scepter | 4 | 9.76% | 62.1 | 75.00% | +29.05% | -75.00% | +25.00% | 0.00% | 37:20 | 29:37 | 29:37 | 35:21 | 35:41 | 48:40 | 06:04 | 04:29 |
 | Pipe of Insight | 2 | 4.88% | 58.6 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 29:15 | 27:09 | 27:09 | 31:21 | 31:21 | 31:21 | 04:12 | 03:06 |
 | Headdress | 2 | 4.88% | 55.2 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 27:59 | 26:59 | 26:59 | 28:59 | 28:59 | 28:59 | 02:00 | 01:28 |
 | Hood of Defiance | 2 | 4.88% | 51.7 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 23:26 | 22:18 | 22:18 | 24:33 | 24:33 | 24:33 | 02:15 | 01:40 |
 | Refresher Orb | 2 | 4.88% | 48.3 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 1:03:15 | 1:01:38 | 1:01:38 | 1:04:52 | 1:04:52 | 1:04:52 | 03:14 | 02:23 |
 | Aether Lens | 2 | 4.88% | 44.8 | 100.00% | +53.85% | 0.00% | 0.00% | 0.00% | 29:54 | 17:14 | 17:14 | 42:33 | 42:33 | 42:33 | 25:19 | 18:45 |
 | Urn of Shadows | 4 | 9.76% | 41.4 | 50.00% | +1.35% | -50.00% | -50.00% | 0.00% | 15:47 | 12:42 | 12:42 | 13:29 | 15:51 | 21:06 | 03:09 | 02:20 |
 | Force Staff | 4 | 9.76% | 37.9 | 50.00% | +1.35% | +50.00% | -50.00% | 0.00% | 28:05 | 18:18 | 18:18 | 27:15 | 31:04 | 35:42 | 12:46 | 09:27 |
 | Glimmer Cape | 1 | 2.44% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 41:51 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.44% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 53:27 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.44% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 30:30 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 2.44% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 51:53 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 2.44% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 48:29 | 00:00 | 00:00 |
 | Wind Lace | 7 | 17.07% | 17.2 | 28.57% | -24.37% | +21.43% | -28.57% | -4.74% | 07:29 | -01:20 | -01:07 | 05:41 | 11:40 | 19:16 | 12:47 | 09:28 |
 | Orb of Venom | 1 | 2.44% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 14:08 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 2.44% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 2.44% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 |
 | Null Talisman | 2 | 4.88% | 3.4 | 0.00% | -51.28% | 0.00% | 0.00% | 0.00% | 27:47 | 26:36 | 26:36 | 28:58 | 28:58 | 28:58 | 02:22 | 01:45 |