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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 | |
 | Guardian Greaves | 2 | 28.57% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:48 | 20:48 | 20:57 | 20:57 | 20:57 | 00:09 | 00:06 |
 | Aether Lens | 2 | 28.57% | 96.3 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 32:12 | 29:24 | 29:24 | 34:59 | 34:59 | 34:59 | 05:35 | 04:08 |
 | Void Stone | 2 | 28.57% | 92.6 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 32:09 | 29:18 | 29:18 | 34:59 | 34:59 | 34:59 | 05:41 | 04:12 |
 | Quelling Blade | 4 | 57.14% | 88.9 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Mekansm | 5 | 71.43% | 85.2 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 11:27 | 08:47 | 08:47 | 10:34 | 11:44 | 16:10 | 02:57 | 02:11 |
 | Headdress | 5 | 71.43% | 81.5 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 08:56 | 06:05 | 06:05 | 08:31 | 10:00 | 13:42 | 03:55 | 02:54 |
 | Chainmail | 5 | 71.43% | 77.8 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 09:33 | 07:02 | 07:02 | 08:32 | 10:00 | 13:48 | 02:58 | 02:11 |
 | Ring of Protection | 3 | 42.86% | 74.1 | 66.67% | +41.67% | +33.33% | 0.00% | -2.04% | 24:31 | 18:14 | 18:14 | 20:44 | 34:35 | 34:35 | 16:21 | 12:06 |
 | Force Staff | 3 | 42.86% | 70.4 | 66.67% | +41.67% | +33.33% | 0.00% | -7.02% | 26:34 | 24:49 | 24:49 | 25:20 | 29:34 | 29:34 | 04:45 | 03:31 |
 | Buckler | 3 | 42.86% | 66.7 | 66.67% | +41.67% | +33.33% | 0.00% | -2.13% | 24:44 | 18:54 | 18:54 | 20:44 | 34:35 | 34:35 | 15:41 | 11:37 |
 | Blink Dagger | 7 | 100.00% | 63.0 | 42.86% | +42.86% | +57.14% | -42.86% | -38.71% | 15:23 | 11:34 | 13:52 | 16:07 | 16:27 | 17:38 | 02:35 | 01:54 |
 | Arcane Boots | 7 | 100.00% | 59.3 | 42.86% | +42.86% | -42.86% | +7.14% | 20.55% | 08:18 | 03:27 | 04:37 | 05:58 | 07:03 | 24:56 | 02:26 | 01:48 |
 | Magic Wand | 7 | 100.00% | 55.6 | 42.86% | +42.86% | -42.86% | +7.14% | 8.90% | 11:14 | 02:06 | 04:23 | 06:05 | 10:00 | 30:48 | 05:37 | 04:09 |
 | Magic Stick | 7 | 100.00% | 51.9 | 42.86% | +42.86% | +7.14% | -42.86% | -50.00% | -00:27 | -01:29 | -01:29 | -01:29 | -01:28 | 02:47 | 00:01 | 00:00 |
 | Boots of Speed | 7 | 100.00% | 48.1 | 42.86% | +42.86% | -42.86% | +7.14% | 44.12% | 02:22 | -01:29 | 01:52 | 02:39 | 03:00 | 05:11 | 01:08 | 00:50 |
 | Fluffy Hat | 4 | 57.14% | 44.4 | 50.00% | +16.67% | -50.00% | +50.00% | 15.96% | 22:34 | 18:23 | 18:23 | 21:21 | 24:39 | 25:52 | 06:16 | 04:38 |
 | Ring of Health | 1 | 14.29% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 14.29% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 14.29% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Octarine Core | 1 | 14.29% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 46:35 | 00:00 | 00:00 |
 | Aghanim's Shard | 2 | 28.57% | 25.9 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 36:50 | 25:15 | 25:15 | 48:25 | 48:25 | 48:25 | 23:10 | 17:09 |
 | Black King Bar | 2 | 28.57% | 22.2 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 29:59 | 26:38 | 26:38 | 33:19 | 33:19 | 33:19 | 06:41 | 04:57 |
 | Wraith Band | 2 | 28.57% | 18.5 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 15:51 | 05:08 | 05:08 | 26:34 | 26:34 | 26:34 | 21:26 | 15:52 |
 | Shadow Blade | 1 | 14.29% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 49:35 | 00:00 | 00:00 |
 | Wind Lace | 1 | 14.29% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 04:21 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 14.29% | 7.4 | 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 |
 | Ring of Basilius | 1 | 14.29% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |