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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 | |
 | Magic Wand | 3 | 60.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 12:59 | 07:57 | 07:57 | 14:49 | 16:12 | 16:12 | 08:15 | 06:06 |
 | Moon Shard | 2 | 40.00% | 96.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 53:50 | 52:05 | 52:05 | 55:34 | 55:34 | 55:34 | 03:29 | 02:34 |
 | Magic Stick | 4 | 80.00% | 92.6 | 75.00% | +75.00% | -75.00% | +25.00% | 21.43% | 05:44 | 00:46 | 00:46 | 01:53 | 05:26 | 14:49 | 04:40 | 03:27 |
 | Phase Boots | 4 | 80.00% | 88.9 | 75.00% | +75.00% | +25.00% | -75.00% | -30.15% | 07:47 | 05:57 | 05:57 | 06:34 | 09:16 | 09:22 | 03:19 | 02:27 |
 | Chainmail | 4 | 80.00% | 85.2 | 75.00% | +75.00% | +25.00% | -75.00% | -28.57% | 07:13 | 05:25 | 05:25 | 05:29 | 08:55 | 09:01 | 03:30 | 02:35 |
 | Black King Bar | 5 | 100.00% | 81.5 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 27:16 | 22:22 | 22:22 | 28:09 | 29:39 | 32:48 | 07:17 | 05:23 |
 | Quelling Blade | 5 | 100.00% | 77.8 | 60.00% | +60.00% | +40.00% | -60.00% | -100.00% | 00:31 | -01:25 | -01:25 | 00:52 | 00:54 | 01:57 | 02:19 | 01:42 |
 | Boots of Speed | 5 | 100.00% | 74.1 | 60.00% | +60.00% | +40.00% | -60.00% | -46.88% | 03:18 | 01:45 | 01:45 | 03:46 | 03:53 | 03:54 | 02:08 | 01:34 |
 | Stout Shield | 5 | 100.00% | 70.4 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Morbid Mask | 3 | 60.00% | 66.7 | 66.67% | +16.67% | +33.33% | 0.00% | -1.25% | 28:27 | 12:18 | 12:18 | 34:05 | 38:58 | 38:58 | 26:40 | 19:45 |
 | Blink Dagger | 4 | 80.00% | 63.0 | 50.00% | -50.00% | -50.00% | +50.00% | 11.52% | 15:41 | 09:03 | 09:03 | 13:47 | 17:44 | 22:11 | 08:41 | 06:25 |
 | Wind Lace | 1 | 20.00% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 15:50 | 00:00 | 00:00 |
 | Satanic | 1 | 20.00% | 55.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 41:08 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 20.00% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 15:00 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 20.00% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:25 | 18:25 | 18:25 | 18:25 | 18:25 | 18:25 | 00:00 | 00:00 |
 | Blade Mail | 1 | 20.00% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 33:48 | 00:00 | 00:00 |
 | Bracer | 1 | 20.00% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 20.00% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 20.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 46:37 | 00:00 | 00:00 |
 | Void Stone | 1 | 20.00% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Ring of Health | 1 | 20.00% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 00:00 | 00:00 |
 | Silver Edge | 1 | 20.00% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 47:45 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 40.00% | 18.5 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 20:22 | 06:39 | 06:39 | 34:05 | 34:05 | 34:05 | 27:26 | 20:19 |
 | Vladmir's Offering | 2 | 40.00% | 14.8 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 23:59 | 13:52 | 13:52 | 34:05 | 34:05 | 34:05 | 20:13 | 14:58 |
 | Hand of Midas | 2 | 40.00% | 11.1 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 12:34 | 10:48 | 10:48 | 14:19 | 14:19 | 14:19 | 03:31 | 02:36 |
 | Ring of Protection | 2 | 40.00% | 7.4 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 20:22 | 06:39 | 06:39 | 34:05 | 34:05 | 34:05 | 27:26 | 20:19 |
 | Power Treads | 1 | 20.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 12:58 | 00:00 | 00:00 |