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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 | |
 | Armlet of Mordiggian | 2 | 40.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 08:58 | 08:48 | 08:48 | 09:08 | 09:08 | 09:08 | 00:20 | 00:14 |
 | Aghanim's Scepter | 2 | 40.00% | 96.4 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 28:58 | 27:04 | 27:04 | 30:51 | 30:51 | 30:51 | 03:47 | 02:48 |
 | Helm of Iron Will | 3 | 60.00% | 92.9 | 66.67% | +66.67% | +33.33% | 0.00% | -33.33% | 02:44 | 02:14 | 02:14 | 02:57 | 03:00 | 03:00 | 00:46 | 00:34 |
 | Chainmail | 4 | 80.00% | 89.3 | 50.00% | +50.00% | -50.00% | +50.00% | 13.92% | 07:21 | 02:22 | 02:22 | 02:34 | 09:33 | 14:55 | 07:11 | 05:19 |
 | Phase Boots | 4 | 80.00% | 85.7 | 50.00% | +50.00% | -50.00% | +50.00% | 21.66% | 09:17 | 05:30 | 05:30 | 06:10 | 10:07 | 15:21 | 04:37 | 03:25 |
 | Blink Dagger | 5 | 100.00% | 82.1 | 40.00% | +40.00% | +60.00% | -40.00% | -9.35% | 24:29 | 16:14 | 16:14 | 25:30 | 26:56 | 30:02 | 10:42 | 07:55 |
 | Quelling Blade | 5 | 100.00% | 78.6 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | -01:00 | -01:29 | -01:29 | -01:29 | -01:28 | 00:54 | 00:01 | 00:00 |
 | Ring of Protection | 5 | 100.00% | 75.0 | 40.00% | +40.00% | +60.00% | -40.00% | -30.15% | 05:37 | 03:45 | 03:45 | 05:53 | 07:04 | 07:29 | 03:19 | 02:27 |
 | Boots of Speed | 5 | 100.00% | 71.4 | 40.00% | +40.00% | -40.00% | +60.00% | 30.61% | 04:28 | 02:17 | 02:17 | 04:24 | 05:33 | 05:46 | 03:16 | 02:25 |
 | Radiance | 5 | 100.00% | 67.9 | 40.00% | +40.00% | -40.00% | +60.00% | 46.88% | 13:53 | 12:15 | 12:15 | 13:49 | 14:23 | 15:14 | 02:08 | 01:34 |
 | Soul Ring | 5 | 100.00% | 64.3 | 40.00% | +40.00% | +60.00% | -40.00% | -42.86% | 06:05 | 04:44 | 04:44 | 05:54 | 07:04 | 07:29 | 02:20 | 01:43 |
 | Black King Bar | 5 | 100.00% | 60.7 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 18:24 | 17:10 | 17:10 | 18:09 | 19:19 | 19:22 | 02:09 | 01:35 |
 | Skull Basher | 1 | 20.00% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 31:47 | 00:00 | 00:00 |
 | Vanguard | 1 | 20.00% | 53.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 20.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 20.00% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 22:11 | 00:00 | 00:00 |
 | Ring of Health | 1 | 20.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 32:45 | 00:00 | 00:00 |
 | Silver Edge | 1 | 20.00% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 25:02 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 20.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Crystalys | 1 | 20.00% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 24:38 | 00:00 | 00:00 |
 | Assault Cuirass | 4 | 80.00% | 28.6 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 24:16 | 22:03 | 22:03 | 22:11 | 24:55 | 27:56 | 02:52 | 02:07 |
 | Buckler | 4 | 80.00% | 25.0 | 25.00% | -75.00% | +75.00% | -25.00% | -100.00% | 23:01 | 21:11 | 21:11 | 21:32 | 21:40 | 27:39 | 00:29 | 00:21 |
 | Magic Wand | 3 | 60.00% | 21.4 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 01:15 | -01:29 | -01:29 | -01:29 | 06:43 | 06:43 | 08:12 | 06:04 |
 | Eye of Skadi | 1 | 20.00% | 17.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 31:42 | 00:00 | 00:00 |
 | Bracer | 1 | 20.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 01:33 | 00:00 | 00:00 |
 | Power Treads | 1 | 20.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 07:09 | 00:00 | 00:00 |
 | Magic Stick | 1 | 20.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 40.00% | 3.6 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 22:14 | 21:22 | 21:22 | 23:06 | 23:06 | 23:06 | 01:44 | 01:17 |