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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 | |
 | Drum of Endurance | 4 | 80.00% | 100.0 | 75.00% | +75.00% | +25.00% | -75.00% | -17.49% | 18:49 | 14:54 | 14:54 | 16:27 | 20:37 | 23:17 | 05:43 | 04:14 |
 | Headdress | 5 | 100.00% | 96.4 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 11:47 | 07:17 | 07:17 | 08:41 | 13:00 | 21:23 | 05:43 | 04:14 |
 | Buckler | 5 | 100.00% | 92.9 | 60.00% | +60.00% | +40.00% | -60.00% | -27.65% | 12:54 | 09:27 | 09:27 | 12:29 | 13:04 | 17:12 | 03:37 | 02:40 |
 | Boots of Speed | 5 | 100.00% | 89.3 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 03:59 | 03:01 | 03:01 | 03:55 | 04:33 | 05:20 | 01:32 | 01:08 |
 | Wind Lace | 5 | 100.00% | 85.7 | 60.00% | +60.00% | -60.00% | +40.00% | 8.00% | 11:21 | 01:52 | 01:52 | 13:54 | 14:22 | 20:37 | 12:30 | 09:15 |
 | Ring of Protection | 5 | 100.00% | 82.1 | 60.00% | +60.00% | +40.00% | -60.00% | -29.56% | 12:51 | 09:27 | 09:27 | 12:29 | 12:50 | 17:12 | 03:23 | 02:30 |
 | Wraith Band | 3 | 60.00% | 78.6 | 66.67% | +16.67% | -66.67% | 0.00% | 66.67% | 02:03 | 01:52 | 01:52 | 02:00 | 02:16 | 02:16 | 00:24 | 00:17 |
 | Aghanim's Shard | 4 | 80.00% | 75.0 | 50.00% | -50.00% | +50.00% | -50.00% | -12.47% | 22:12 | 16:27 | 16:27 | 18:27 | 24:28 | 29:24 | 08:01 | 05:56 |
 | Guardian Greaves | 4 | 80.00% | 71.4 | 50.00% | -50.00% | +50.00% | -50.00% | -70.59% | 16:17 | 13:34 | 13:34 | 13:39 | 14:59 | 22:57 | 01:25 | 01:02 |
 | Arcane Boots | 4 | 80.00% | 67.9 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 07:17 | 05:46 | 05:46 | 06:54 | 06:54 | 09:32 | 01:08 | 00:50 |
 | Chainmail | 4 | 80.00% | 64.3 | 50.00% | -50.00% | +50.00% | -50.00% | -55.05% | 10:59 | 08:34 | 08:34 | 10:20 | 10:23 | 14:40 | 01:49 | 01:20 |
 | Magic Wand | 4 | 80.00% | 60.7 | 50.00% | -50.00% | +50.00% | -50.00% | -14.53% | 05:51 | -01:26 | -01:26 | 03:34 | 08:19 | 12:55 | 09:45 | 07:13 |
 | Mekansm | 4 | 80.00% | 57.1 | 50.00% | -50.00% | +50.00% | -50.00% | -78.95% | 12:15 | 09:59 | 09:59 | 11:04 | 11:15 | 16:40 | 01:16 | 00:56 |
 | Magic Stick | 4 | 80.00% | 53.6 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 01:39 | -01:28 | -01:28 | -01:26 | 02:33 | 06:58 | 04:01 | 02:58 |
 | Vladmir's Offering | 1 | 20.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 20.00% | 46.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 20.00% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 10:17 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 20.00% | 39.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 20.00% | 35.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 34:48 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 20.00% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:43 | 09:43 | 09:43 | 09:43 | 09:43 | 09:43 | 00:00 | 00:00 |
 | Boots of Bearing | 2 | 40.00% | 28.6 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 27:17 | 18:01 | 18:01 | 36:33 | 36:33 | 36:33 | 18:32 | 13:43 |
 | Tranquil Boots | 2 | 40.00% | 25.0 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 25:58 | 15:23 | 15:23 | 36:33 | 36:33 | 36:33 | 21:10 | 15:40 |
 | Ring of Health | 2 | 40.00% | 21.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 20:01 | 19:21 | 19:21 | 20:41 | 20:41 | 20:41 | 01:20 | 00:59 |
 | Hood of Defiance | 2 | 40.00% | 17.9 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 20:23 | 20:04 | 20:04 | 20:41 | 20:41 | 20:41 | 00:37 | 00:27 |
 | Pipe of Insight | 2 | 40.00% | 14.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 22:23 | 22:22 | 22:22 | 22:23 | 22:23 | 22:23 | 00:01 | 00:00 |
 | Blight Stone | 1 | 20.00% | 10.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 10:13 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 20.00% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 38:41 | 00:00 | 00:00 |
 | Void Stone | 1 | 20.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 26:08 | 00:00 | 00:00 |