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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 | 8 | 72.73% | 100.0 | 62.50% | +62.50% | +37.50% | -12.50% | -9.09% | 23:59 | 15:29 | 19:48 | 24:19 | 25:18 | 34:13 | 05:30 | 04:04 |
 | Blink Dagger | 9 | 81.82% | 96.3 | 55.56% | +55.56% | -55.56% | -55.56% | 0.00% | 26:31 | 19:08 | 19:13 | 28:51 | 30:11 | 33:09 | 10:58 | 08:07 |
 | Mekansm | 9 | 81.82% | 92.6 | 55.56% | +55.56% | +44.44% | -5.56% | -13.76% | 11:19 | 08:34 | 09:35 | 10:45 | 13:13 | 13:42 | 03:38 | 02:41 |
 | Headdress | 9 | 81.82% | 88.9 | 55.56% | +55.56% | -5.56% | -55.56% | -13.82% | 07:57 | 04:57 | 05:11 | 08:09 | 08:48 | 12:47 | 03:37 | 02:40 |
 | Chainmail | 9 | 81.82% | 85.2 | 55.56% | +55.56% | +44.44% | -5.56% | -13.64% | 08:08 | 05:38 | 06:30 | 07:46 | 10:10 | 10:53 | 03:40 | 02:42 |
 | Buckler | 9 | 81.82% | 81.5 | 55.56% | +55.56% | +44.44% | -5.56% | -15.96% | 08:38 | 05:38 | 07:02 | 08:51 | 10:10 | 10:53 | 03:08 | 02:19 |
 | Soul Ring | 10 | 90.91% | 77.8 | 50.00% | +50.00% | +16.67% | -50.00% | -66.67% | 02:54 | 01:48 | 02:24 | 02:28 | 03:17 | 04:29 | 00:53 | 00:39 |
 | Boots of Speed | 11 | 100.00% | 74.1 | 45.45% | +45.45% | +21.22% | -12.12% | -33.34% | 04:34 | 03:02 | 03:51 | 04:05 | 04:46 | 08:23 | 00:55 | 00:40 |
 | Arcane Boots | 7 | 63.64% | 70.4 | 42.86% | -7.14% | -42.86% | +7.14% | 6.38% | 20:05 | 09:25 | 09:30 | 14:28 | 17:20 | 49:07 | 07:50 | 05:48 |
 | Power Treads | 1 | 9.09% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 07:57 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 18.18% | 63.0 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 43:53 | 41:44 | 41:44 | 46:01 | 46:01 | 46:01 | 04:17 | 03:10 |
 | Iron Talon | 2 | 18.18% | 59.3 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | -00:59 | -01:18 | -01:18 | -00:40 | -00:40 | -00:40 | 00:38 | 00:28 |
 | Quelling Blade | 2 | 18.18% | 59.3 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | -00:59 | -01:18 | -01:18 | -00:40 | -00:40 | -00:40 | 00:38 | 00:28 |
 | Guardian Greaves | 3 | 27.27% | 51.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 30:02 | 26:56 | 26:56 | 30:47 | 32:23 | 32:23 | 05:27 | 04:02 |
 | Ring of Protection | 4 | 36.36% | 48.1 | 25.00% | -32.14% | -25.00% | -25.00% | 0.00% | 01:15 | -01:25 | -01:25 | -01:18 | -00:40 | 08:23 | 00:45 | 00:33 |
 | Void Stone | 4 | 36.36% | 44.4 | 25.00% | -32.14% | +75.00% | -25.00% | -32.97% | 43:23 | 40:29 | 40:29 | 43:30 | 43:31 | 46:01 | 03:02 | 02:14 |
 | Ring of Health | 5 | 45.45% | 40.7 | 20.00% | -46.67% | -20.00% | -20.00% | 0.00% | 38:06 | 16:16 | 16:16 | 43:30 | 43:31 | 46:00 | 27:15 | 20:11 |
 | Tranquil Boots | 1 | 9.09% | 37.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:23 | 08:23 | 08:23 | 08:23 | 08:23 | 08:23 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 9.09% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:40 | 17:40 | 17:40 | 17:40 | 17:40 | 17:40 | 00:00 | 00:00 |
 | Magic Wand | 2 | 18.18% | 29.6 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 09:23 | 06:16 | 06:16 | 12:29 | 12:29 | 12:29 | 06:13 | 04:36 |
 | Refresher Orb | 2 | 18.18% | 25.9 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 45:36 | 43:30 | 43:30 | 47:42 | 47:42 | 47:42 | 04:12 | 03:06 |
 | Ghost Scepter | 1 | 9.09% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 9.09% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 9.09% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 02:44 | 00:00 | 00:00 |
 | Magic Stick | 3 | 27.27% | 11.1 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 10:01 | 06:16 | 06:16 | 11:48 | 12:00 | 12:00 | 05:44 | 04:14 |
 | Hand of Midas | 1 | 9.09% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Flying Courier | 1 | 9.09% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:01 | 03:01 | 03:01 | 03:01 | 03:01 | 03:01 | 00:00 | 00:00 |