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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 | |
 | Void Stone | 2 | 40.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 33:43 | 30:13 | 30:13 | 37:13 | 37:13 | 37:13 | 07:00 | 05:11 |
 | Magic Stick | 4 | 80.00% | 96.6 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | -00:26 | -01:29 | -01:29 | -01:29 | -01:28 | 02:42 | 00:01 | 00:00 |
 | Black King Bar | 5 | 100.00% | 93.1 | 60.00% | +60.00% | +40.00% | -60.00% | -52.17% | 19:17 | 17:52 | 17:52 | 18:35 | 19:47 | 22:04 | 01:55 | 01:25 |
 | Quelling Blade | 5 | 100.00% | 89.7 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Boots of Speed | 5 | 100.00% | 86.2 | 60.00% | +60.00% | +40.00% | -60.00% | -39.22% | 05:18 | 02:41 | 02:41 | 04:47 | 05:14 | 09:34 | 02:33 | 01:53 |
 | Power Treads | 5 | 100.00% | 82.8 | 60.00% | +60.00% | +40.00% | -60.00% | -95.24% | 06:43 | 04:43 | 04:43 | 05:23 | 05:46 | 12:48 | 01:03 | 00:46 |
 | Eye of Skadi | 3 | 60.00% | 79.3 | 66.67% | +16.67% | +33.33% | 0.00% | -5.88% | 28:22 | 25:10 | 25:10 | 29:06 | 30:50 | 30:50 | 05:40 | 04:11 |
 | Blink Dagger | 3 | 60.00% | 75.9 | 66.67% | +16.67% | +33.33% | 0.00% | -3.26% | 27:21 | 21:51 | 21:51 | 28:08 | 32:05 | 32:05 | 10:14 | 07:34 |
 | Magic Wand | 3 | 60.00% | 72.4 | 66.67% | +16.67% | +33.33% | 0.00% | -2.81% | 08:44 | 01:08 | 01:08 | 12:03 | 13:00 | 13:00 | 11:52 | 08:47 |
 | Ring of Protection | 4 | 80.00% | 69.0 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 23:15 | 10:45 | 10:45 | 10:57 | 32:46 | 38:30 | 22:01 | 16:18 |
 | Buckler | 4 | 80.00% | 65.5 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 34:00 | 30:03 | 30:03 | 32:47 | 34:38 | 38:31 | 04:35 | 03:23 |
 | Assault Cuirass | 4 | 80.00% | 62.1 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 35:02 | 30:52 | 30:52 | 34:56 | 35:25 | 38:54 | 04:33 | 03:22 |
 | Helm of Iron Will | 4 | 80.00% | 58.6 | 50.00% | -50.00% | -50.00% | +50.00% | 18.75% | 07:13 | 03:25 | 03:25 | 06:26 | 08:45 | 10:16 | 05:20 | 03:57 |
 | Armlet of Mordiggian | 4 | 80.00% | 55.2 | 50.00% | -50.00% | -50.00% | +50.00% | 64.52% | 10:12 | 08:56 | 08:56 | 10:22 | 10:29 | 10:59 | 01:33 | 01:08 |
 | Ring of Health | 1 | 20.00% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 00:00 | 00:00 |
 | Silver Edge | 1 | 20.00% | 48.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:34 | 44:34 | 44:34 | 44:34 | 44:34 | 44:34 | 00:00 | 00:00 |
 | Octarine Core | 1 | 20.00% | 44.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 37:15 | 00:00 | 00:00 |
 | Aether Lens | 1 | 20.00% | 41.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 37:13 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 20.00% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 16:44 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 20.00% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 43:26 | 00:00 | 00:00 |
 | Sange | 1 | 20.00% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Crystalys | 1 | 20.00% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 44:14 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 20.00% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 30:25 | 00:00 | 00:00 |
 | Heart of Tarrasque | 1 | 20.00% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 24:52 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 20.00% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 20.00% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 30:56 | 00:00 | 00:00 |
 | Soul Ring | 2 | 40.00% | 10.3 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 11:22 | 11:07 | 11:07 | 11:36 | 11:36 | 11:36 | 00:29 | 00:21 |
 | Overwhelming Blink | 2 | 40.00% | 6.9 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 39:13 | 33:37 | 33:37 | 44:48 | 44:48 | 44:48 | 11:11 | 08:17 |
 | Echo Sabre | 3 | 60.00% | 3.4 | 33.33% | -66.67% | +66.67% | 0.00% | -39.61% | 15:29 | 14:46 | 14:46 | 15:15 | 16:27 | 16:27 | 01:41 | 01:14 |