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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 | |
 | Chainmail | 27 | 79.41% | 100.0 | 66.67% | +52.38% | +4.76% | -9.53% | -4.16% | 12:50 | 08:47 | 10:58 | 13:17 | 14:24 | 16:37 | 03:26 | 02:32 |
 | Witch Blade | 27 | 79.41% | 96.6 | 66.67% | +52.38% | +33.33% | -9.53% | -19.93% | 14:10 | 11:36 | 13:11 | 13:36 | 15:20 | 17:01 | 02:09 | 01:35 |
 | Kaya | 30 | 88.24% | 93.1 | 60.00% | +35.00% | -22.50% | +11.43% | 3.91% | 19:48 | 10:00 | 16:11 | 18:35 | 24:52 | 27:48 | 08:41 | 06:25 |
 | Boots of Speed | 34 | 100.00% | 89.7 | 55.88% | +55.88% | -11.44% | +6.62% | 11.53% | 04:41 | 02:26 | 03:49 | 04:37 | 05:23 | 06:32 | 01:34 | 01:09 |
 | Magic Stick | 34 | 100.00% | 86.2 | 55.88% | +55.88% | -11.44% | +6.62% | 18.06% | 02:43 | 01:29 | 01:51 | 02:06 | 02:39 | 08:26 | 00:48 | 00:35 |
 | Bottle | 34 | 100.00% | 82.8 | 55.88% | +55.88% | -0.32% | -30.88% | -30.56% | 01:13 | 00:47 | 01:09 | 01:13 | 01:20 | 01:27 | 00:11 | 00:08 |
 | Power Treads | 34 | 100.00% | 79.3 | 55.88% | +55.88% | -11.44% | -18.38% | -3.86% | 07:11 | 05:12 | 06:15 | 07:07 | 08:03 | 09:03 | 01:48 | 01:20 |
 | Magic Wand | 32 | 94.12% | 75.9 | 53.13% | -46.87% | +9.37% | -15.63% | -14.15% | 05:26 | 02:36 | 04:10 | 05:10 | 05:56 | 14:35 | 01:46 | 01:18 |
 | Kaya and Sange | 21 | 61.76% | 72.4 | 57.14% | +3.29% | +2.86% | +2.86% | 0.00% | 25:20 | 16:38 | 20:19 | 26:48 | 28:57 | 35:33 | 08:38 | 06:23 |
 | Sange | 20 | 58.82% | 69.0 | 55.00% | -2.14% | +5.00% | +5.00% | 0.00% | 25:02 | 16:38 | 19:59 | 26:07 | 28:23 | 35:01 | 08:24 | 06:13 |
 | Black King Bar | 26 | 76.47% | 65.5 | 50.00% | -25.00% | +50.00% | -33.33% | -20.49% | 23:24 | 19:29 | 20:57 | 22:48 | 25:01 | 30:44 | 04:04 | 03:00 |
 | Void Stone | 12 | 35.29% | 62.1 | 58.33% | +3.78% | +8.34% | +8.34% | 0.00% | 30:46 | 11:27 | 27:39 | 31:59 | 33:58 | 41:33 | 06:19 | 04:40 |
 | Scythe of Vyse | 6 | 17.65% | 58.6 | 66.67% | +13.10% | +33.33% | -66.67% | 0.00% | 37:37 | 29:28 | 32:29 | 33:58 | 41:33 | 51:12 | 09:04 | 06:42 |
 | Falcon Blade | 14 | 41.18% | 55.2 | 50.00% | -10.00% | +50.00% | -16.67% | -42.11% | 09:10 | 06:07 | 08:21 | 09:23 | 09:56 | 11:35 | 01:35 | 01:10 |
 | Fluffy Hat | 14 | 41.18% | 51.7 | 50.00% | -10.00% | +50.00% | -16.67% | -44.95% | 08:06 | 04:47 | 07:38 | 07:56 | 09:07 | 10:25 | 01:29 | 01:05 |
 | Aghanim's Scepter | 7 | 20.59% | 48.3 | 42.86% | -16.40% | +7.14% | -42.86% | 0.00% | 40:31 | 34:02 | 36:08 | 38:10 | 41:25 | 48:10 | 05:17 | 03:54 |
 | Blink Dagger | 4 | 11.76% | 44.8 | 50.00% | -6.67% | +50.00% | -50.00% | 0.00% | 30:09 | 22:43 | 22:43 | 31:17 | 32:32 | 34:02 | 09:49 | 07:16 |
 | Linken's Sphere | 4 | 11.76% | 41.4 | 50.00% | -6.67% | +50.00% | -50.00% | 0.00% | 33:35 | 29:57 | 29:57 | 30:33 | 33:20 | 40:30 | 03:23 | 02:30 |
 | Shiva's Guard | 1 | 2.94% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:23 | 46:23 | 46:23 | 46:23 | 46:23 | 46:23 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.94% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 2.94% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 2.94% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 16:55 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 2.94% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 26:44 | 00:00 | 00:00 |
 | Ring of Health | 5 | 14.71% | 20.7 | 40.00% | -18.62% | +60.00% | -40.00% | 0.00% | 36:51 | 29:37 | 29:37 | 32:36 | 40:02 | 51:26 | 10:25 | 07:42 |
 | Orchid Malevolence | 2 | 5.88% | 17.2 | 50.00% | -6.25% | -50.00% | 0.00% | 0.00% | 21:01 | 16:59 | 16:59 | 25:02 | 25:02 | 25:02 | 08:03 | 05:57 |
 | Aghanim's Shard | 4 | 11.76% | 13.8 | 25.00% | -35.00% | -25.00% | +75.00% | 0.00% | 37:26 | 19:48 | 19:48 | 35:03 | 43:11 | 51:42 | 23:23 | 17:19 |
 | Aeon Disk | 1 | 2.94% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 42:19 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.94% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 13:37 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 2.94% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:26 | 51:26 | 51:26 | 51:26 | 51:26 | 51:26 | 00:00 | 00:00 |