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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 | |
 | Buckler | 3 | 75.00% | 100.0 | 66.67% | +66.67% | +33.33% | 0.00% | -1.95% | 17:25 | 11:18 | 11:18 | 12:32 | 28:26 | 28:26 | 17:08 | 12:41 |
 | Ring of Protection | 4 | 100.00% | 96.8 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 08:30 | 03:08 | 03:08 | 07:00 | 11:18 | 12:32 | 08:10 | 06:02 |
 | Boots of Speed | 4 | 100.00% | 93.5 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 03:47 | 02:27 | 02:27 | 03:36 | 04:32 | 04:32 | 02:05 | 01:32 |
 | Magic Wand | 4 | 100.00% | 90.3 | 50.00% | +50.00% | +50.00% | -50.00% | -100.00% | 00:34 | -01:29 | -01:29 | -01:29 | 01:42 | 03:30 | 03:11 | 02:21 |
 | Scythe of Vyse | 1 | 25.00% | 87.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 25.00% | 83.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 43:41 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 25.00% | 80.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 33:49 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 25.00% | 77.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 47:00 | 00:00 | 00:00 |
 | Nullifier | 1 | 25.00% | 74.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 25.00% | 71.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 |
 | Wraith Band | 1 | 25.00% | 67.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 02:58 | 00:00 | 00:00 |
 | Yasha | 1 | 25.00% | 64.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 39:15 | 00:00 | 00:00 |
 | Harpoon | 1 | 25.00% | 61.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 15:08 | 00:00 | 00:00 |
 | Void Stone | 1 | 25.00% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 36:09 | 00:00 | 00:00 |
 | Ring of Health | 1 | 25.00% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 23:16 | 00:00 | 00:00 |
 | Diadem | 1 | 25.00% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 |
 | Manta Style | 1 | 25.00% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 39:39 | 00:00 | 00:00 |
 | Guardian Greaves | 2 | 50.00% | 45.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 13:54 | 13:13 | 13:13 | 14:34 | 14:34 | 14:34 | 01:21 | 01:00 |
 | Echo Sabre | 2 | 50.00% | 41.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 13:28 | 12:37 | 12:37 | 14:19 | 14:19 | 14:19 | 01:42 | 01:15 |
 | Arcane Boots | 2 | 50.00% | 38.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 05:34 | 05:33 | 05:33 | 05:35 | 05:35 | 05:35 | 00:02 | 00:01 |
 | Soul Ring | 2 | 50.00% | 35.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 08:50 | 07:40 | 07:40 | 09:59 | 09:59 | 09:59 | 02:19 | 01:42 |
 | Chainmail | 2 | 50.00% | 32.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 07:20 | 06:58 | 06:58 | 07:42 | 07:42 | 07:42 | 00:44 | 00:32 |
 | Black King Bar | 2 | 50.00% | 29.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 21:28 | 19:26 | 19:26 | 23:30 | 23:30 | 23:30 | 04:04 | 03:00 |
 | Headdress | 2 | 50.00% | 25.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 09:44 | 09:07 | 09:07 | 10:21 | 10:21 | 10:21 | 01:14 | 00:54 |
 | Mekansm | 2 | 50.00% | 22.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 10:06 | 09:51 | 09:51 | 10:21 | 10:21 | 10:21 | 00:30 | 00:22 |
 | Power Treads | 2 | 50.00% | 19.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 07:34 | 06:52 | 06:52 | 08:16 | 08:16 | 08:16 | 01:24 | 01:02 |
 | Magic Stick | 2 | 50.00% | 16.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | -00:13 | -01:26 | -01:26 | 01:00 | 01:00 | 01:00 | 02:26 | 01:48 |
 | Cornucopia | 2 | 50.00% | 12.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 31:36 | 19:48 | 19:48 | 43:24 | 43:24 | 43:24 | 23:36 | 17:28 |
 | Bracer | 3 | 75.00% | 9.7 | 33.33% | -66.67% | -33.33% | 0.00% | 1.33% | 10:58 | 02:23 | 02:23 | 03:07 | 27:23 | 27:23 | 25:00 | 18:31 |
 | Orchid Malevolence | 1 | 25.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 19:49 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 25.00% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |