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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 | |
 | Morbid Mask | 3 | 25.00% | 100.0 | 100.00% | +77.78% | 0.00% | 0.00% | 0.00% | 38:01 | 28:04 | 28:04 | 37:48 | 48:12 | 48:12 | 20:08 | 14:54 |
 | Buckler | 7 | 58.33% | 97.1 | 71.43% | +71.43% | +28.57% | +28.57% | 0.00% | 24:35 | 16:59 | 19:45 | 23:24 | 25:03 | 35:16 | 05:18 | 03:55 |
 | Ring of Protection | 7 | 58.33% | 97.1 | 71.43% | +71.43% | +28.57% | +28.57% | 0.00% | 24:35 | 16:59 | 19:45 | 23:24 | 25:03 | 35:16 | 05:18 | 03:55 |
 | Assault Cuirass | 7 | 58.33% | 91.2 | 71.43% | +71.43% | +28.57% | +28.57% | 0.00% | 27:34 | 21:29 | 23:17 | 26:00 | 30:42 | 35:33 | 07:25 | 05:29 |
 | Satanic | 2 | 16.67% | 88.2 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 33:36 | 28:25 | 28:25 | 38:46 | 38:46 | 38:46 | 10:21 | 07:40 |
 | Quelling Blade | 12 | 100.00% | 85.3 | 41.67% | +41.67% | -8.34% | -8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Boots of Speed | 12 | 100.00% | 82.4 | 41.67% | +41.67% | -8.34% | -41.67% | -18.87% | 05:04 | 03:27 | 03:55 | 05:03 | 05:41 | 07:06 | 01:46 | 01:18 |
 | Chainmail | 12 | 100.00% | 79.4 | 41.67% | +41.67% | +25.00% | -41.67% | -41.24% | 06:40 | 04:27 | 05:41 | 06:20 | 07:18 | 09:28 | 01:37 | 01:11 |
 | Phase Boots | 12 | 100.00% | 76.5 | 41.67% | +41.67% | +25.00% | -41.67% | -43.48% | 07:16 | 05:23 | 06:09 | 06:50 | 07:41 | 10:05 | 01:32 | 01:08 |
 | Bracer | 10 | 83.33% | 73.5 | 40.00% | -10.00% | +26.67% | -40.00% | -66.67% | 02:15 | 01:35 | 01:43 | 01:48 | 02:00 | 04:14 | 00:17 | 00:12 |
 | Shadow Blade | 3 | 25.00% | 70.6 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 25:47 | 19:15 | 19:15 | 28:03 | 30:03 | 30:03 | 10:48 | 08:00 |
 | Crystalys | 3 | 25.00% | 67.6 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 26:24 | 21:57 | 21:57 | 25:00 | 32:14 | 32:14 | 10:17 | 07:37 |
 | Silver Edge | 3 | 25.00% | 64.7 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 28:24 | 22:35 | 22:35 | 29:00 | 33:37 | 33:37 | 11:02 | 08:10 |
 | Black King Bar | 11 | 91.67% | 61.8 | 36.36% | -63.64% | -3.03% | -3.03% | 0.00% | 17:57 | 14:23 | 14:57 | 18:26 | 18:45 | 24:53 | 03:48 | 02:48 |
 | Linken's Sphere | 1 | 8.33% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 27:40 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 8.33% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Void Stone | 6 | 50.00% | 52.9 | 33.33% | -16.67% | +16.67% | -33.33% | -13.16% | 14:06 | 10:23 | 11:37 | 12:54 | 15:25 | 21:09 | 03:48 | 02:48 |
 | Orchid Malevolence | 6 | 50.00% | 50.0 | 33.33% | -16.67% | +16.67% | -33.33% | -15.54% | 14:31 | 11:40 | 12:13 | 13:06 | 15:26 | 21:20 | 03:13 | 02:22 |
 | Sange | 2 | 16.67% | 47.1 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 18:49 | 10:22 | 10:22 | 27:15 | 27:15 | 27:15 | 16:53 | 12:30 |
 | Armlet of Mordiggian | 2 | 16.67% | 44.1 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 07:43 | 06:16 | 06:16 | 09:09 | 09:09 | 09:09 | 02:53 | 02:08 |
 | Heaven's Halberd | 2 | 16.67% | 41.2 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 20:56 | 13:43 | 13:43 | 28:09 | 28:09 | 28:09 | 14:26 | 10:41 |
 | Bloodthorn | 2 | 16.67% | 38.2 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 55:21 | 43:43 | 43:43 | 1:06:58 | 1:06:58 | 1:06:58 | 23:15 | 17:13 |
 | Mage Slayer | 2 | 16.67% | 35.3 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 55:04 | 43:30 | 43:30 | 1:06:37 | 1:06:37 | 1:06:37 | 23:07 | 17:07 |
 | Ring of Health | 2 | 16.67% | 32.4 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 48:47 | 26:34 | 26:34 | 1:10:59 | 1:10:59 | 1:10:59 | 44:25 | 32:54 |
 | Helm of Iron Will | 2 | 16.67% | 29.4 | 50.00% | +10.00% | -50.00% | 0.00% | 0.00% | 04:30 | 02:10 | 02:10 | 06:49 | 06:49 | 06:49 | 04:39 | 03:26 |
 | Bottle | 3 | 25.00% | 26.5 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 02:28 | 01:55 | 01:55 | 02:01 | 03:28 | 03:28 | 01:33 | 01:08 |
 | Magic Wand | 4 | 33.33% | 23.5 | 25.00% | -25.00% | +75.00% | -25.00% | -13.76% | 06:07 | -01:29 | -01:29 | 07:42 | 08:45 | 09:28 | 10:14 | 07:34 |
 | Overwhelming Blink | 1 | 8.33% | 20.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:19 | 1:03:19 | 1:03:19 | 1:03:19 | 1:03:19 | 1:03:19 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 8.33% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 33.33% | 14.7 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 30:34 | 22:49 | 22:49 | 26:53 | 27:33 | 45:02 | 04:44 | 03:30 |
 | Refresher Orb | 1 | 8.33% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 1:10:59 | 00:00 | 00:00 |
 | Magic Stick | 4 | 33.33% | 8.8 | 0.00% | -62.50% | 0.00% | 0.00% | 0.00% | 04:45 | -01:29 | -01:29 | 02:39 | 08:44 | 09:06 | 10:13 | 07:34 |
 | Scythe of Vyse | 3 | 25.00% | 5.9 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 31:20 | 28:11 | 28:11 | 30:49 | 34:59 | 34:59 | 06:48 | 05:02 |
 | Aghanim's Scepter | 3 | 25.00% | 2.9 | 0.00% | -55.56% | 0.00% | 0.00% | 0.00% | 37:59 | 24:04 | 24:04 | 39:10 | 50:42 | 50:42 | 26:38 | 19:43 |