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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 | |
 | Butterfly | 6 | 75.00% | 100.0 | 66.67% | +66.67% | +33.33% | -66.67% | -17.86% | 41:08 | 26:18 | 39:05 | 39:29 | 44:41 | 56:11 | 05:36 | 04:08 |
 | Heart of Tarrasque | 2 | 25.00% | 97.5 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 39:10 | 31:42 | 31:42 | 46:37 | 46:37 | 46:37 | 14:55 | 11:02 |
 | Moon Shard | 4 | 50.00% | 95.0 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 48:59 | 46:06 | 46:06 | 47:51 | 49:54 | 52:05 | 03:48 | 02:48 |
 | Void Stone | 8 | 100.00% | 92.5 | 50.00% | +50.00% | 0.00% | -50.00% | -14.08% | 11:56 | 08:06 | 09:04 | 10:36 | 12:37 | 19:38 | 03:33 | 02:37 |
 | Yasha | 8 | 100.00% | 90.0 | 50.00% | +50.00% | +50.00% | -50.00% | -53.10% | 20:23 | 18:13 | 18:26 | 19:40 | 20:19 | 25:11 | 01:53 | 01:23 |
 | Stout Shield | 8 | 100.00% | 87.5 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | -01:27 | -01:28 | -01:28 | -01:27 | -01:27 | -01:26 | 00:01 | 00:00 |
 | Manta Style | 8 | 100.00% | 85.0 | 50.00% | +50.00% | +50.00% | -50.00% | -56.60% | 24:05 | 21:35 | 22:23 | 23:19 | 24:09 | 29:16 | 01:46 | 01:18 |
 | Power Treads | 8 | 100.00% | 82.5 | 50.00% | +50.00% | -50.00% | 0.00% | 22.56% | 07:44 | 03:58 | 05:41 | 07:21 | 07:54 | 13:38 | 02:13 | 01:38 |
 | Battle Fury | 8 | 100.00% | 80.0 | 50.00% | +50.00% | 0.00% | -50.00% | -10.68% | 15:50 | 12:26 | 12:41 | 14:26 | 17:22 | 23:02 | 04:41 | 03:28 |
 | Ring of Health | 8 | 100.00% | 77.5 | 50.00% | +50.00% | 0.00% | -50.00% | -24.59% | 04:08 | 02:37 | 03:06 | 03:33 | 05:08 | 05:32 | 02:02 | 01:30 |
 | Quelling Blade | 8 | 100.00% | 75.0 | 50.00% | +50.00% | -50.00% | +50.00% | 84.51% | 02:04 | 00:13 | 00:21 | 00:34 | 01:32 | 10:19 | 01:11 | 00:52 |
 | Boots of Speed | 8 | 100.00% | 72.5 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 03:42 | 02:00 | 02:12 | 03:42 | 04:19 | 05:30 | 02:07 | 01:34 |
 | Javelin | 8 | 100.00% | 70.0 | 50.00% | +50.00% | +50.00% | -50.00% | -31.58% | 30:27 | 24:56 | 26:49 | 29:04 | 29:59 | 37:32 | 03:10 | 02:20 |
 | Abyssal Blade | 6 | 75.00% | 67.5 | 50.00% | 0.00% | 0.00% | -50.00% | -9.46% | 34:15 | 27:53 | 32:25 | 33:50 | 37:42 | 38:19 | 05:17 | 03:54 |
 | Vanguard | 6 | 75.00% | 65.0 | 50.00% | 0.00% | -50.00% | +50.00% | 4.20% | 21:14 | 07:51 | 09:18 | 09:33 | 33:05 | 35:14 | 23:47 | 17:37 |
 | Black King Bar | 6 | 75.00% | 62.5 | 50.00% | 0.00% | 0.00% | +50.00% | 10.45% | 38:18 | 31:13 | 33:08 | 33:12 | 37:55 | 57:07 | 04:47 | 03:32 |
 | Boots of Travel 2 | 3 | 37.50% | 60.0 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 48:24 | 45:51 | 45:51 | 46:56 | 52:24 | 52:24 | 06:33 | 04:51 |
 | Skull Basher | 7 | 87.50% | 57.5 | 42.86% | -57.14% | +57.14% | -42.86% | -31.75% | 30:40 | 25:38 | 26:50 | 29:05 | 29:59 | 37:32 | 03:09 | 02:20 |
 | Monkey King Bar | 4 | 50.00% | 55.0 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 47:32 | 30:51 | 30:51 | 43:43 | 49:04 | 1:06:29 | 18:13 | 13:29 |
 | Vladmir's Offering | 4 | 50.00% | 52.5 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 18:17 | 15:10 | 15:10 | 15:47 | 16:38 | 25:33 | 01:28 | 01:05 |
 | Headdress | 4 | 50.00% | 50.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 14:27 | 02:38 | 02:38 | 14:07 | 15:47 | 25:14 | 13:09 | 09:44 |
 | Morbid Mask | 4 | 50.00% | 47.5 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 18:12 | 15:10 | 15:10 | 15:45 | 16:37 | 25:16 | 01:27 | 01:04 |
 | Poor Man's Shield | 4 | 50.00% | 45.0 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 00:36 | -01:26 | -01:26 | 00:16 | 01:29 | 02:04 | 02:55 | 02:09 |
 | Ring of Protection | 5 | 62.50% | 42.5 | 40.00% | -26.67% | -40.00% | +60.00% | 18.93% | 16:10 | 11:20 | 11:20 | 14:08 | 16:37 | 25:16 | 05:17 | 03:54 |
 | Ring of Basilius | 5 | 62.50% | 40.0 | 40.00% | -26.67% | -40.00% | +60.00% | 26.67% | 16:39 | 12:52 | 12:52 | 14:21 | 16:37 | 25:16 | 03:45 | 02:46 |
 | Necronomicon (level 3) | 1 | 12.50% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:36 | 1:25:36 | 1:25:36 | 1:25:36 | 1:25:36 | 1:25:36 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 12.50% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:26:25 | 1:26:25 | 1:26:25 | 1:26:25 | 1:26:25 | 1:26:25 | 00:00 | 00:00 |
 | Necronomicon (level 2) | 1 | 12.50% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:35 | 1:25:35 | 1:25:35 | 1:25:35 | 1:25:35 | 1:25:35 | 00:00 | 00:00 |
 | Chainmail | 1 | 12.50% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:31 | 1:08:31 | 1:08:31 | 1:08:31 | 1:08:31 | 1:08:31 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 12.50% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:26:25 | 1:26:25 | 1:26:25 | 1:26:25 | 1:26:25 | 1:26:25 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 12.50% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:13 | 1:10:13 | 1:10:13 | 1:10:13 | 1:10:13 | 1:10:13 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 12.50% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:19:08 | 1:19:08 | 1:19:08 | 1:19:08 | 1:19:08 | 1:19:08 | 00:00 | 00:00 |
 | Necronomicon | 1 | 12.50% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:35 | 1:25:35 | 1:25:35 | 1:25:35 | 1:25:35 | 1:25:35 | 00:00 | 00:00 |
 | Magic Wand | 1 | 12.50% | 17.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 23:52 | 00:00 | 00:00 |
 | Magic Stick | 1 | 12.50% | 15.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 01:09 | 00:00 | 00:00 |
 | Flying Courier | 1 | 12.50% | 12.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 57:22 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 12.50% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 12.50% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 01:37 | 00:00 | 00:00 |
 | Wraith Band | 1 | 12.50% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 11:19 | 00:00 | 00:00 |
 | Ring of Aquila | 1 | 12.50% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:52 | 12:52 | 12:52 | 12:52 | 12:52 | 12:52 | 00:00 | 00:00 |