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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 | |
 | Fluffy Hat | 2 | 28.57% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 18:57 | 12:45 | 12:45 | 25:09 | 25:09 | 25:09 | 12:24 | 09:11 |
 | Holy Locket | 2 | 28.57% | 97.1 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 21:27 | 16:22 | 16:22 | 26:32 | 26:32 | 26:32 | 10:10 | 07:31 |
 | Magic Stick | 5 | 71.43% | 94.1 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 01:08 | -01:29 | -01:29 | -01:29 | -01:29 | 11:36 | 00:00 | 00:00 |
 | Magic Wand | 5 | 71.43% | 91.2 | 60.00% | +60.00% | +40.00% | -60.00% | -11.39% | 09:45 | 03:28 | 03:28 | 11:36 | 12:15 | 16:49 | 08:47 | 06:30 |
 | Headdress | 7 | 100.00% | 88.2 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 12:54 | 05:29 | 08:09 | 09:18 | 15:33 | 25:08 | 07:24 | 05:28 |
 | Aghanim's Scepter | 7 | 100.00% | 85.3 | 42.86% | +42.86% | +57.14% | -42.86% | -9.01% | 29:54 | 22:49 | 23:39 | 28:17 | 34:45 | 38:27 | 11:06 | 08:13 |
 | Boots of Speed | 7 | 100.00% | 82.4 | 42.86% | +42.86% | -42.86% | -42.86% | 0.00% | 04:39 | 02:36 | 03:26 | 04:49 | 05:43 | 06:01 | 02:17 | 01:41 |
 | Arcane Boots | 7 | 100.00% | 79.4 | 42.86% | +42.86% | -42.86% | +7.14% | 16.76% | 08:24 | 05:36 | 06:22 | 08:28 | 09:21 | 11:24 | 02:59 | 02:12 |
 | Wind Lace | 1 | 14.29% | 76.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 14.29% | 73.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 29:34 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 14.29% | 70.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 14.29% | 67.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 14.29% | 64.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Bracer | 1 | 14.29% | 61.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Aghanim's Shard | 3 | 42.86% | 58.8 | 33.33% | -16.67% | -33.33% | 0.00% | 1.59% | 32:10 | 24:13 | 24:13 | 27:04 | 45:13 | 45:13 | 21:00 | 15:33 |
 | Guardian Greaves | 4 | 57.14% | 55.9 | 25.00% | -41.67% | -25.00% | +75.00% | 100.00% | 14:37 | 14:02 | 14:02 | 14:11 | 14:47 | 15:27 | 00:45 | 00:33 |
 | Chainmail | 4 | 57.14% | 52.9 | 25.00% | -41.67% | -25.00% | +75.00% | 35.29% | 08:40 | 06:28 | 06:28 | 09:13 | 09:18 | 09:42 | 02:50 | 02:05 |
 | Quelling Blade | 4 | 57.14% | 50.0 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Mekansm | 4 | 57.14% | 47.1 | 25.00% | -41.67% | -25.00% | +75.00% | 100.00% | 11:10 | 11:08 | 11:08 | 11:09 | 11:10 | 11:12 | 00:02 | 00:01 |
 | Ring of Protection | 4 | 57.14% | 44.1 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 12:09 | 10:49 | 10:49 | 11:14 | 12:58 | 13:33 | 02:09 | 01:35 |
 | Buckler | 4 | 57.14% | 41.2 | 25.00% | -41.67% | -25.00% | -25.00% | 0.00% | 12:15 | 10:59 | 10:59 | 11:27 | 12:58 | 13:34 | 01:59 | 01:28 |
 | Wraith Band | 3 | 42.86% | 38.2 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 02:27 | 01:31 | 01:31 | 02:24 | 03:25 | 03:25 | 01:54 | 01:24 |
 | Vladmir's Offering | 1 | 14.29% | 35.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 21:39 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 14.29% | 32.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 14.29% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 |
 | Crystalys | 1 | 14.29% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Ring of Health | 2 | 28.57% | 23.5 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 17:50 | 17:14 | 17:14 | 18:26 | 18:26 | 18:26 | 01:12 | 00:53 |
 | Void Stone | 1 | 14.29% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 36:06 | 00:00 | 00:00 |
 | Skull Basher | 1 | 14.29% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 51:20 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 28.57% | 14.7 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 18:02 | 17:33 | 17:33 | 18:30 | 18:30 | 18:30 | 00:57 | 00:42 |
 | Scythe of Vyse | 1 | 14.29% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 45:33 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 28.57% | 8.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 22:06 | 21:34 | 21:34 | 22:37 | 22:37 | 22:37 | 01:03 | 00:46 |
 | Ring of Basilius | 1 | 14.29% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 15:10 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 14.29% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:18 | 48:18 | 48:18 | 48:18 | 48:18 | 48:18 | 00:00 | 00:00 |