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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 | |
 | Blink Dagger | 2 | 28.57% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 28:55 | 23:42 | 23:42 | 34:08 | 34:08 | 34:08 | 10:26 | 07:43 |
 | Bracer | 2 | 28.57% | 97.4 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 01:23 | 01:21 | 01:21 | 01:24 | 01:24 | 01:24 | 00:03 | 00:02 |
 | Swift Blink | 2 | 28.57% | 94.9 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 37:38 | 34:46 | 34:46 | 40:30 | 40:30 | 40:30 | 05:44 | 04:14 |
 | Moon Shard | 2 | 28.57% | 92.3 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 45:07 | 39:35 | 39:35 | 50:38 | 50:38 | 50:38 | 11:03 | 08:11 |
 | Crystalys | 2 | 28.57% | 89.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 41:27 | 26:27 | 26:27 | 56:27 | 56:27 | 56:27 | 30:00 | 22:13 |
 | Ring of Health | 2 | 28.57% | 87.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:29 | 44:29 | 44:33 | 44:33 | 44:33 | 00:04 | 00:02 |
 | Void Stone | 2 | 28.57% | 87.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 44:31 | 44:29 | 44:29 | 44:33 | 44:33 | 44:33 | 00:04 | 00:02 |
 | Daedalus | 2 | 28.57% | 82.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 43:37 | 30:33 | 30:33 | 56:41 | 56:41 | 56:41 | 26:08 | 19:21 |
 | Sange | 6 | 85.71% | 79.5 | 66.67% | +66.67% | +33.33% | -66.67% | -16.13% | 16:45 | 12:07 | 14:07 | 14:23 | 20:19 | 23:40 | 06:12 | 04:35 |
 | Quelling Blade | 7 | 100.00% | 76.9 | 57.14% | +57.14% | +42.86% | +42.86% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:24 | 00:01 | 00:00 |
 | Boots of Speed | 7 | 100.00% | 74.4 | 57.14% | +57.14% | -7.14% | +42.86% | 34.88% | 03:18 | 01:42 | 02:20 | 03:29 | 03:46 | 04:41 | 01:26 | 01:03 |
 | Yasha | 5 | 71.43% | 71.8 | 60.00% | +10.00% | +40.00% | -60.00% | -20.62% | 16:42 | 12:02 | 12:02 | 16:09 | 16:53 | 25:29 | 04:51 | 03:35 |
 | Sange and Yasha | 5 | 71.43% | 69.2 | 60.00% | +10.00% | +40.00% | -60.00% | -20.62% | 19:08 | 15:53 | 15:53 | 17:08 | 20:44 | 25:29 | 04:51 | 03:35 |
 | Power Treads | 5 | 71.43% | 66.7 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 06:52 | 05:23 | 05:23 | 06:05 | 07:51 | 09:12 | 02:28 | 01:49 |
 | Black King Bar | 6 | 85.71% | 64.1 | 50.00% | -50.00% | 0.00% | -50.00% | -23.81% | 21:02 | 18:01 | 20:07 | 21:28 | 22:13 | 22:40 | 02:06 | 01:33 |
 | Morbid Mask | 6 | 85.71% | 61.5 | 50.00% | -50.00% | 0.00% | +50.00% | 1.94% | 18:29 | 05:12 | 05:48 | 07:16 | 31:34 | 50:59 | 25:46 | 19:05 |
 | Mask of Madness | 4 | 57.14% | 59.0 | 50.00% | -16.67% | +50.00% | -50.00% | -71.43% | 09:31 | 08:02 | 08:02 | 08:56 | 09:26 | 11:40 | 01:24 | 01:02 |
 | Aghanim's Shard | 1 | 14.29% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 30:51 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 14.29% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 14.29% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 1:01:37 | 00:00 | 00:00 |
 | Javelin | 1 | 14.29% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 28:46 | 00:00 | 00:00 |
 | Wind Lace | 1 | 14.29% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 14.29% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 44:38 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 14.29% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 14.29% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 14.29% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 13:57 | 00:00 | 00:00 |
 | Battle Fury | 1 | 14.29% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:45 | 44:45 | 44:45 | 44:45 | 44:45 | 44:45 | 00:00 | 00:00 |
 | Satanic | 2 | 28.57% | 30.8 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 42:28 | 33:46 | 33:46 | 51:09 | 51:09 | 51:09 | 17:23 | 12:52 |
 | Magic Wand | 2 | 28.57% | 28.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 03:57 | 00:57 | 00:57 | 06:56 | 06:56 | 06:56 | 05:59 | 04:25 |
 | Phase Boots | 2 | 28.57% | 25.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 07:46 | 04:21 | 04:21 | 11:10 | 11:10 | 11:10 | 06:49 | 05:02 |
 | Hand of Midas | 2 | 28.57% | 23.1 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 10:04 | 09:21 | 09:21 | 10:47 | 10:47 | 10:47 | 01:26 | 01:03 |
 | Chainmail | 2 | 28.57% | 20.5 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 06:40 | 03:40 | 03:40 | 09:39 | 09:39 | 09:39 | 05:59 | 04:25 |
 | Echo Sabre | 3 | 42.86% | 17.9 | 33.33% | -41.67% | +66.67% | 0.00% | -12.74% | 13:37 | 10:29 | 10:29 | 14:39 | 15:43 | 15:43 | 05:14 | 03:52 |
 | Assault Cuirass | 3 | 42.86% | 15.4 | 33.33% | -41.67% | +66.67% | 0.00% | -4.76% | 27:29 | 19:28 | 19:28 | 29:31 | 33:28 | 33:28 | 14:00 | 10:22 |
 | Buckler | 3 | 42.86% | 12.8 | 33.33% | -41.67% | +66.67% | 0.00% | -3.86% | 24:52 | 16:02 | 16:02 | 25:17 | 33:18 | 33:18 | 17:16 | 12:47 |
 | Magic Stick | 4 | 57.14% | 10.3 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 00:03 | -01:29 | -01:29 | -01:21 | 01:27 | 01:35 | 02:56 | 02:10 |
 | Ring of Protection | 4 | 57.14% | 7.7 | 25.00% | -75.00% | +75.00% | -25.00% | -10.81% | 24:16 | 16:02 | 16:02 | 22:27 | 25:17 | 33:18 | 09:15 | 06:51 |
 | Orb of Venom | 1 | 14.29% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | -01:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 14.29% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |