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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 | |
 | Void Stone | 9 | 52.94% | 100.0 | 55.56% | +30.56% | -5.56% | -55.56% | -2.89% | 29:52 | 15:21 | 18:13 | 30:27 | 35:30 | 45:12 | 17:17 | 12:48 |
 | Octarine Core | 2 | 11.76% | 96.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 27:49 | 26:20 | 26:20 | 29:17 | 29:17 | 29:17 | 02:57 | 02:11 |
 | Magic Wand | 16 | 94.12% | 93.8 | 43.75% | +43.75% | +6.25% | -18.75% | -25.00% | 00:25 | -01:29 | -01:29 | -01:29 | -01:28 | 13:49 | 00:01 | 00:00 |
 | Chainmail | 17 | 100.00% | 90.6 | 41.18% | +41.18% | -16.18% | +58.82% | 50.56% | 08:36 | 06:42 | 07:18 | 08:17 | 08:47 | 13:08 | 01:29 | 01:05 |
 | Arcane Boots | 17 | 100.00% | 87.5 | 41.18% | +41.18% | -16.18% | +33.82% | 50.00% | 05:21 | 04:11 | 04:52 | 05:13 | 05:22 | 07:13 | 00:30 | 00:22 |
 | Mekansm | 17 | 100.00% | 84.4 | 41.18% | +41.18% | +33.82% | +8.82% | -8.72% | 10:39 | 08:10 | 08:44 | 10:12 | 11:36 | 15:32 | 02:52 | 02:07 |
 | Headdress | 17 | 100.00% | 81.3 | 41.18% | +41.18% | +8.82% | +8.82% | 0.00% | 08:15 | 01:54 | 06:49 | 08:08 | 08:57 | 12:52 | 02:08 | 01:34 |
 | Boots of Speed | 17 | 100.00% | 78.1 | 41.18% | +41.18% | +8.82% | +33.82% | 25.00% | 03:05 | 02:30 | 02:38 | 02:52 | 03:18 | 05:10 | 00:40 | 00:29 |
 | Guardian Greaves | 14 | 82.35% | 75.0 | 42.86% | +9.53% | +32.14% | +23.81% | -5.32% | 14:30 | 12:40 | 13:20 | 13:36 | 14:54 | 19:08 | 01:34 | 01:09 |
 | Buckler | 14 | 82.35% | 71.9 | 42.86% | +9.53% | +7.14% | -9.53% | -10.00% | 12:48 | 09:14 | 11:46 | 12:27 | 13:26 | 18:27 | 01:40 | 01:14 |
 | Ring of Protection | 14 | 82.35% | 68.8 | 42.86% | +9.53% | +7.14% | -42.86% | -21.58% | 11:24 | 03:52 | 10:47 | 12:02 | 13:06 | 13:25 | 02:19 | 01:42 |
 | Ring of Health | 5 | 29.41% | 65.6 | 60.00% | +26.67% | +40.00% | -60.00% | -5.67% | 32:43 | 17:52 | 17:52 | 34:36 | 35:30 | 45:12 | 17:38 | 13:03 |
 | Aether Lens | 5 | 29.41% | 62.5 | 60.00% | +26.67% | +40.00% | -60.00% | -6.71% | 25:39 | 15:33 | 15:33 | 21:57 | 30:27 | 38:44 | 14:54 | 11:02 |
 | Blink Dagger | 13 | 76.47% | 59.4 | 38.46% | -11.54% | -5.13% | -5.13% | 0.00% | 22:27 | 12:56 | 19:05 | 21:47 | 26:27 | 31:09 | 07:22 | 05:27 |
 | Black King Bar | 9 | 52.94% | 56.3 | 44.44% | +6.94% | -44.44% | +5.56% | 8.45% | 27:25 | 21:32 | 23:20 | 26:35 | 29:15 | 36:56 | 05:55 | 04:22 |
 | Aghanim's Shard | 6 | 35.29% | 53.1 | 50.00% | +13.64% | 0.00% | -50.00% | -6.67% | 20:18 | 15:43 | 16:38 | 17:29 | 24:08 | 28:20 | 07:30 | 05:33 |
 | Spirit Vessel | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 10:46 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.88% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 5.88% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 04:30 | 00:00 | 00:00 |
 | Null Talisman | 1 | 5.88% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 21:29 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 11.76% | 34.4 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 42:19 | 38:31 | 38:31 | 46:06 | 46:06 | 46:06 | 07:35 | 05:37 |
 | Wind Lace | 3 | 17.65% | 31.3 | 33.33% | -9.53% | -33.33% | 0.00% | 0.00% | 20:13 | 05:28 | 05:28 | 15:09 | 40:01 | 40:01 | 34:33 | 25:35 |
 | Magic Stick | 4 | 23.53% | 28.1 | 25.00% | -21.15% | -25.00% | -25.00% | 0.00% | 03:47 | -01:29 | -01:29 | -01:29 | 01:25 | 16:40 | 02:54 | 02:08 |
 | Linken's Sphere | 2 | 11.76% | 25.0 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 41:45 | 32:31 | 32:31 | 50:59 | 50:59 | 50:59 | 18:28 | 13:40 |
 | Ring of Basilius | 3 | 17.65% | 21.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 13:34 | -01:26 | -01:26 | 19:29 | 22:38 | 22:38 | 24:04 | 17:49 |
 | Medallion of Courage | 1 | 5.88% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Vladmir's Offering | 2 | 11.76% | 15.6 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 23:10 | 19:48 | 19:48 | 26:31 | 26:31 | 26:31 | 06:43 | 04:58 |
 | Hand of Midas | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.88% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 11.76% | 6.3 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 21:51 | 19:03 | 19:03 | 24:39 | 24:39 | 24:39 | 05:36 | 04:08 |
 | Wraith Pact | 2 | 11.76% | 3.1 | 0.00% | -46.67% | 0.00% | 0.00% | 0.00% | 27:19 | 26:08 | 26:08 | 28:29 | 28:29 | 28:29 | 02:21 | 01:44 |