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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 | |
 | Drum of Endurance | 1 | 14.29% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 28.57% | 97.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 47:30 | 45:10 | 45:10 | 49:49 | 49:49 | 49:49 | 04:39 | 03:26 |
 | Urn of Shadows | 2 | 28.57% | 93.9 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 07:55 | 03:08 | 03:08 | 12:41 | 12:41 | 12:41 | 09:33 | 07:04 |
 | Wind Lace | 3 | 42.86% | 90.9 | 33.33% | +33.33% | -33.33% | 0.00% | 0.72% | 17:44 | -01:29 | -01:29 | 07:03 | 47:38 | 47:38 | 49:07 | 36:22 |
 | Aghanim's Scepter | 4 | 57.14% | 87.9 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 28:52 | 25:09 | 25:09 | 28:04 | 30:15 | 32:01 | 05:06 | 03:46 |
 | Ring of Protection | 4 | 57.14% | 84.8 | 25.00% | +25.00% | +75.00% | -25.00% | -6.24% | 10:58 | -01:29 | -01:29 | 03:08 | 17:31 | 24:41 | 19:00 | 14:04 |
 | Boots of Speed | 7 | 100.00% | 81.8 | 14.29% | +14.29% | -14.29% | +35.71% | 24.19% | 05:14 | 02:33 | 03:03 | 04:41 | 05:07 | 10:00 | 02:04 | 01:31 |
 | Magic Stick | 7 | 100.00% | 78.8 | 14.29% | +14.29% | -14.29% | +35.71% | 4.14% | 08:28 | -01:28 | 01:33 | 08:15 | 13:38 | 19:03 | 12:05 | 08:57 |
 | Magic Wand | 7 | 100.00% | 75.8 | 14.29% | +14.29% | -14.29% | +35.71% | 5.79% | 10:37 | 03:38 | 05:36 | 09:45 | 14:14 | 19:03 | 08:38 | 06:23 |
 | Blink Dagger | 4 | 57.14% | 72.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 18:09 | 11:25 | 11:25 | 12:51 | 16:45 | 31:34 | 05:20 | 03:57 |
 | Radiance | 2 | 28.57% | 69.7 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 25:23 | 24:29 | 24:29 | 26:16 | 26:16 | 26:16 | 01:47 | 01:19 |
 | Soul Ring | 1 | 14.29% | 66.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 15:38 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 14.29% | 63.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Arcane Boots | 5 | 71.43% | 60.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 08:23 | 06:41 | 06:41 | 07:23 | 09:38 | 11:13 | 02:57 | 02:11 |
 | Tranquil Boots | 2 | 28.57% | 57.6 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 06:36 | 05:36 | 05:36 | 07:35 | 07:35 | 07:35 | 01:59 | 01:28 |
 | Lotus Orb | 1 | 14.29% | 54.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Vanguard | 1 | 14.29% | 51.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 14.29% | 48.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:26 | 13:26 | 13:26 | 13:26 | 13:26 | 13:26 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 14.29% | 45.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 11:55 | 00:00 | 00:00 |
 | Headdress | 1 | 14.29% | 42.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:38 | 12:38 | 12:38 | 12:38 | 12:38 | 12:38 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 14.29% | 39.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 41:16 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 14.29% | 36.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 14.29% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 30:05 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 14.29% | 30.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 16:22 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 28.57% | 27.3 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 21:07 | 17:31 | 17:31 | 24:42 | 24:42 | 24:42 | 07:11 | 05:19 |
 | Buckler | 2 | 28.57% | 24.2 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 21:06 | 17:31 | 17:31 | 24:41 | 24:41 | 24:41 | 07:10 | 05:18 |
 | Vladmir's Offering | 2 | 28.57% | 21.2 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 24:07 | 17:45 | 17:45 | 30:28 | 30:28 | 30:28 | 12:43 | 09:25 |
 | Bracer | 4 | 57.14% | 18.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 01:57 | 01:31 | 01:31 | 02:05 | 02:06 | 02:07 | 00:35 | 00:25 |
 | Void Stone | 2 | 28.57% | 15.2 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 39:05 | 38:29 | 38:29 | 39:41 | 39:41 | 39:41 | 01:12 | 00:53 |
 | Ring of Health | 4 | 57.14% | 12.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 23:28 | 03:49 | 03:49 | 11:51 | 38:29 | 39:41 | 34:40 | 25:40 |
 | Morbid Mask | 2 | 28.57% | 9.1 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 22:36 | 17:32 | 17:32 | 27:39 | 27:39 | 27:39 | 10:07 | 07:29 |
 | Quelling Blade | 6 | 85.71% | 6.1 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Wraith Pact | 1 | 14.29% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 26:37 | 00:00 | 00:00 |