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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 | |
 | Aghanim's Shard | 2 | 18.18% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 24:33 | 23:21 | 23:21 | 25:44 | 25:44 | 25:44 | 02:23 | 01:45 |
 | Blink Dagger | 9 | 81.82% | 97.5 | 55.56% | +55.56% | -55.56% | +44.44% | 20.48% | 23:24 | 17:33 | 19:21 | 21:36 | 24:14 | 33:15 | 04:53 | 03:37 |
 | Quelling Blade | 11 | 100.00% | 95.0 | 45.45% | +45.45% | +54.55% | -12.12% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 11 | 100.00% | 92.5 | 45.45% | +45.45% | +21.22% | -45.45% | -19.51% | 05:10 | 01:53 | 02:24 | 04:58 | 05:49 | 10:47 | 03:25 | 02:31 |
 | Magic Stick | 11 | 100.00% | 90.0 | 45.45% | +45.45% | +21.22% | -12.12% | -33.34% | -00:17 | -01:30 | -01:29 | -01:19 | 01:03 | 01:53 | 02:32 | 01:52 |
 | Magic Wand | 11 | 100.00% | 87.5 | 45.45% | +45.45% | -12.12% | +21.22% | 3.31% | 09:51 | 01:59 | 02:18 | 07:41 | 12:23 | 24:07 | 10:05 | 07:28 |
 | Chainmail | 9 | 81.82% | 85.0 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 06:33 | 02:22 | 04:06 | 06:04 | 08:09 | 10:46 | 04:03 | 03:00 |
 | Phase Boots | 9 | 81.82% | 82.5 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 07:51 | 05:26 | 05:27 | 07:21 | 08:51 | 11:17 | 03:24 | 02:31 |
 | Black King Bar | 9 | 81.82% | 80.0 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 28:12 | 23:15 | 24:39 | 26:47 | 28:15 | 35:43 | 03:36 | 02:40 |
 | Helm of Iron Will | 10 | 90.91% | 77.5 | 40.00% | -60.00% | +26.67% | +10.00% | -2.26% | 07:17 | 02:34 | 03:35 | 06:28 | 10:58 | 12:27 | 07:23 | 05:28 |
 | Armlet of Mordiggian | 10 | 90.91% | 75.0 | 40.00% | -60.00% | -6.67% | +10.00% | 6.67% | 11:03 | 07:29 | 09:54 | 11:38 | 12:24 | 12:52 | 02:30 | 01:51 |
 | Blight Stone | 6 | 54.55% | 72.5 | 50.00% | +10.00% | 0.00% | -50.00% | -12.10% | 14:54 | 12:47 | 13:03 | 13:11 | 17:11 | 17:55 | 04:08 | 03:03 |
 | Desolator | 6 | 54.55% | 70.0 | 50.00% | +10.00% | -50.00% | +50.00% | 100.00% | 17:49 | 15:43 | 17:35 | 17:42 | 18:33 | 18:58 | 00:58 | 00:42 |
 | Assault Cuirass | 6 | 54.55% | 67.5 | 50.00% | +10.00% | 0.00% | +50.00% | 50.00% | 31:07 | 28:04 | 30:57 | 30:57 | 31:51 | 33:35 | 00:54 | 00:40 |
 | Buckler | 6 | 54.55% | 65.0 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 30:15 | 27:44 | 28:40 | 29:40 | 31:36 | 33:04 | 02:56 | 02:10 |
 | Ring of Protection | 7 | 63.64% | 62.5 | 42.86% | -7.14% | +7.14% | +7.14% | 0.00% | 25:39 | -01:29 | 27:44 | 29:39 | 30:43 | 32:40 | 02:59 | 02:12 |
 | Yasha | 1 | 9.09% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 20:56 | 00:00 | 00:00 |
 | Satanic | 1 | 9.09% | 57.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 38:48 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 9.09% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Skull Basher | 1 | 9.09% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Wind Lace | 1 | 9.09% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 13:06 | 00:00 | 00:00 |
 | Manta Style | 1 | 9.09% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 22:01 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 9.09% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 9.09% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 12:19 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 9.09% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |
 | Radiance | 2 | 18.18% | 37.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 18:57 | 18:44 | 18:44 | 19:10 | 19:10 | 19:10 | 00:26 | 00:19 |
 | Swift Blink | 2 | 18.18% | 35.0 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 43:08 | 39:04 | 39:04 | 47:11 | 47:11 | 47:11 | 08:07 | 06:00 |
 | Silver Edge | 2 | 18.18% | 32.5 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 20:27 | 18:48 | 18:48 | 22:05 | 22:05 | 22:05 | 03:17 | 02:25 |
 | Power Treads | 2 | 18.18% | 30.0 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 10:36 | 06:55 | 06:55 | 14:16 | 14:16 | 14:16 | 07:21 | 05:26 |
 | Crystalys | 2 | 18.18% | 27.5 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 19:40 | 18:08 | 18:08 | 21:12 | 21:12 | 21:12 | 03:04 | 02:16 |
 | Shadow Blade | 2 | 18.18% | 25.0 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 16:35 | 15:11 | 15:11 | 17:58 | 17:58 | 17:58 | 02:47 | 02:03 |
 | Divine Rapier | 2 | 18.18% | 22.5 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 48:17 | 43:21 | 43:21 | 53:13 | 53:13 | 53:13 | 09:52 | 07:18 |
 | Aghanim's Scepter | 1 | 9.09% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 51:36 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 9.09% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Void Stone | 1 | 9.09% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 00:00 | 00:00 |
 | Ring of Health | 1 | 9.09% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 9.09% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 48:28 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 9.09% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:16 | 56:16 | 56:16 | 56:16 | 56:16 | 56:16 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 9.09% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 34:28 | 00:00 | 00:00 |
 | Javelin | 1 | 9.09% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 38:56 | 00:00 | 00:00 |