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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 | |
 | Wraith Band | 4 | 44.44% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 16:25 | 13:24 | 13:24 | 13:46 | 15:25 | 23:03 | 02:01 | 01:29 |
 | Headdress | 3 | 33.33% | 95.5 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 23:51 | 13:07 | 13:07 | 26:03 | 32:22 | 32:22 | 19:15 | 14:15 |
 | Arcane Boots | 6 | 66.67% | 90.9 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 13:09 | 09:23 | 09:38 | 11:13 | 13:35 | 22:47 | 03:57 | 02:55 |
 | Force Staff | 6 | 66.67% | 86.4 | 66.67% | +33.34% | +33.33% | -66.67% | -22.30% | 23:35 | 20:50 | 21:19 | 21:40 | 25:48 | 27:58 | 04:29 | 03:19 |
 | Ring of Health | 2 | 22.22% | 81.8 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 27:34 | 24:41 | 24:41 | 30:27 | 30:27 | 30:27 | 05:46 | 04:16 |
 | Hood of Defiance | 2 | 22.22% | 77.3 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 27:34 | 24:41 | 24:41 | 30:27 | 30:27 | 30:27 | 05:46 | 04:16 |
 | Boots of Speed | 9 | 100.00% | 72.7 | 55.56% | +55.56% | +44.44% | -55.56% | -17.54% | 06:53 | 01:40 | 03:25 | 07:14 | 09:07 | 11:50 | 05:42 | 04:13 |
 | Magic Stick | 9 | 100.00% | 68.2 | 55.56% | +55.56% | -55.56% | -5.56% | 11.41% | 04:26 | 01:38 | 01:51 | 04:39 | 06:14 | 07:21 | 04:23 | 03:14 |
 | Magic Wand | 9 | 100.00% | 63.6 | 55.56% | +55.56% | +44.44% | -55.56% | -18.07% | 10:18 | 02:56 | 06:45 | 09:51 | 12:17 | 19:00 | 05:32 | 04:05 |
 | Fluffy Hat | 7 | 77.78% | 59.1 | 57.14% | +7.14% | +42.86% | -7.14% | -14.35% | 15:26 | 10:03 | 12:31 | 14:17 | 16:00 | 23:42 | 03:29 | 02:34 |
 | Aghanim's Shard | 1 | 11.11% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 32:07 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 11.11% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 18:33 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 11.11% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Chainmail | 1 | 11.11% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 15:15 | 00:00 | 00:00 |
 | Buckler | 1 | 11.11% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 24:06 | 00:00 | 00:00 |
 | Mekansm | 1 | 11.11% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:57 | 18:57 | 18:57 | 18:57 | 18:57 | 18:57 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 11.11% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 24:05 | 00:00 | 00:00 |
 | Wind Lace | 5 | 55.56% | 18.2 | 40.00% | -35.00% | -40.00% | +60.00% | 9.90% | 10:12 | 04:48 | 04:48 | 06:55 | 14:54 | 18:02 | 10:06 | 07:28 |
 | Tranquil Boots | 2 | 22.22% | 13.6 | 0.00% | -71.43% | 0.00% | 0.00% | 0.00% | 14:52 | 12:47 | 12:47 | 16:57 | 16:57 | 16:57 | 04:10 | 03:05 |
 | Quelling Blade | 1 | 11.11% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 11.11% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 36:31 | 00:00 | 00:00 |