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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 | |
 | Lotus Orb | 2 | 28.57% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 31:25 | 30:46 | 30:46 | 32:04 | 32:04 | 32:04 | 01:18 | 00:57 |
 | Ring of Health | 4 | 57.14% | 95.8 | 75.00% | +75.00% | -75.00% | +25.00% | 40.82% | 19:12 | 14:16 | 14:16 | 16:05 | 16:43 | 29:44 | 02:27 | 01:48 |
 | Guardian Greaves | 6 | 85.71% | 91.7 | 50.00% | +50.00% | +50.00% | -50.00% | -32.26% | 16:17 | 13:13 | 14:32 | 15:06 | 17:38 | 19:41 | 03:06 | 02:17 |
 | Buckler | 6 | 85.71% | 87.5 | 50.00% | +50.00% | +50.00% | -50.00% | -15.92% | 14:13 | 09:49 | 11:12 | 12:38 | 17:29 | 18:51 | 06:17 | 04:39 |
 | Hood of Defiance | 3 | 42.86% | 83.3 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 15:49 | 14:22 | 14:22 | 16:18 | 16:48 | 16:48 | 02:26 | 01:48 |
 | Scythe of Vyse | 3 | 42.86% | 79.2 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 35:52 | 23:31 | 23:31 | 39:26 | 44:39 | 44:39 | 21:08 | 15:39 |
 | Void Stone | 3 | 42.86% | 75.0 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 26:45 | 19:20 | 19:20 | 26:24 | 34:32 | 34:32 | 15:12 | 11:15 |
 | Pipe of Insight | 3 | 42.86% | 70.8 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 19:44 | 19:05 | 19:05 | 19:22 | 20:45 | 20:45 | 01:40 | 01:14 |
 | Wraith Band | 7 | 100.00% | 66.7 | 42.86% | +42.86% | -42.86% | +7.14% | 38.46% | 01:20 | -01:29 | 00:44 | 02:00 | 02:02 | 02:28 | 01:18 | 00:57 |
 | Mekansm | 7 | 100.00% | 62.5 | 42.86% | +42.86% | +57.14% | -42.86% | -48.78% | 12:17 | 09:37 | 10:52 | 11:25 | 12:55 | 15:24 | 02:03 | 01:31 |
 | Headdress | 7 | 100.00% | 58.3 | 42.86% | +42.86% | +7.14% | -42.86% | -25.64% | 10:55 | 07:12 | 09:05 | 11:01 | 11:02 | 15:23 | 01:57 | 01:26 |
 | Boots of Speed | 7 | 100.00% | 54.2 | 42.86% | +42.86% | +57.14% | -42.86% | -100.00% | 03:49 | 02:52 | 02:56 | 03:26 | 03:53 | 05:24 | 00:57 | 00:42 |
 | Soul Ring | 7 | 100.00% | 50.0 | 42.86% | +42.86% | +57.14% | -42.86% | -43.48% | 08:59 | 06:57 | 07:14 | 08:40 | 09:32 | 12:25 | 02:18 | 01:42 |
 | Arcane Boots | 7 | 100.00% | 45.8 | 42.86% | +42.86% | +7.14% | -42.86% | -24.59% | 06:39 | 04:51 | 05:09 | 06:22 | 07:11 | 08:52 | 02:02 | 01:30 |
 | Ring of Protection | 7 | 100.00% | 41.7 | 42.86% | +42.86% | +57.14% | -42.86% | -33.15% | 07:59 | 05:26 | 06:31 | 07:28 | 09:32 | 10:10 | 03:01 | 02:14 |
 | Chainmail | 7 | 100.00% | 37.5 | 42.86% | +42.86% | +57.14% | +7.14% | -25.86% | 10:46 | 07:47 | 09:05 | 10:57 | 11:01 | 15:23 | 01:56 | 01:25 |
 | Boots of Travel | 1 | 14.29% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 39:51 | 00:00 | 00:00 |
 | Quelling Blade | 3 | 42.86% | 29.2 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Black King Bar | 3 | 42.86% | 25.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 35:58 | 24:52 | 24:52 | 29:46 | 53:17 | 53:17 | 28:25 | 21:02 |
 | Magic Wand | 1 | 14.29% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |
 | Magic Stick | 2 | 28.57% | 16.7 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 02:48 | 01:54 | 01:54 | 03:41 | 03:41 | 03:41 | 01:47 | 01:19 |
 | Aghanim's Scepter | 1 | 14.29% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 29:26 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 14.29% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 03:39 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 14.29% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 24:00 | 00:00 | 00:00 |