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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 | 6 | 28.57% | 100.0 | 83.33% | +43.33% | +16.67% | +16.67% | 0.00% | 29:37 | 20:10 | 20:39 | 21:00 | 35:09 | 46:32 | 14:30 | 10:44 |
 | Ring of Health | 8 | 38.10% | 97.3 | 75.00% | +36.54% | -25.00% | +25.00% | 35.29% | 09:42 | 01:57 | 02:59 | 04:01 | 04:24 | 46:32 | 01:25 | 01:02 |
 | Quelling Blade | 18 | 85.71% | 94.6 | 61.11% | +61.11% | -1.11% | +13.89% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ring of Basilius | 3 | 14.29% | 91.9 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 28:01 | 25:57 | 25:57 | 28:46 | 29:21 | 29:21 | 03:24 | 02:31 |
 | Morbid Mask | 3 | 14.29% | 89.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 28:39 | 25:58 | 25:58 | 29:21 | 30:38 | 30:38 | 04:40 | 03:27 |
 | Vladmir's Offering | 3 | 14.29% | 86.5 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 30:01 | 27:10 | 27:10 | 29:21 | 33:33 | 33:33 | 06:23 | 04:43 |
 | Magic Wand | 13 | 61.90% | 83.8 | 61.54% | +24.04% | +5.13% | +38.46% | 7.66% | 08:09 | 03:17 | 04:32 | 06:37 | 08:53 | 22:03 | 04:21 | 03:13 |
 | Pipe of Insight | 5 | 23.81% | 81.1 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 20:43 | 15:46 | 15:46 | 19:02 | 23:29 | 29:12 | 07:43 | 05:42 |
 | Arcane Boots | 9 | 42.86% | 78.4 | 66.67% | +25.00% | -16.67% | +33.33% | 6.21% | 13:09 | 05:23 | 06:09 | 11:28 | 14:12 | 34:55 | 08:03 | 05:57 |
 | Magic Stick | 16 | 76.19% | 75.7 | 56.25% | +16.25% | -31.25% | -6.25% | 7.94% | 02:46 | -01:29 | -01:29 | 02:33 | 04:38 | 10:10 | 06:07 | 04:31 |
 | Boots of Speed | 21 | 100.00% | 73.0 | 52.38% | +52.38% | -12.38% | -12.38% | 0.00% | 05:22 | 01:49 | 02:18 | 05:30 | 06:57 | 12:36 | 04:39 | 03:26 |
 | Blink Dagger | 12 | 57.14% | 70.3 | 58.33% | +13.89% | -25.00% | -25.00% | 0.00% | 24:21 | 13:15 | 15:03 | 28:06 | 28:35 | 32:05 | 13:32 | 10:01 |
 | Ring of Protection | 17 | 80.95% | 67.6 | 52.94% | +2.94% | -2.94% | -2.94% | 0.00% | 05:28 | -01:29 | -01:29 | 06:52 | 08:32 | 14:17 | 10:01 | 07:25 |
 | Spirit Vessel | 10 | 47.62% | 64.9 | 60.00% | +14.55% | -26.67% | -10.00% | 2.05% | 17:05 | 13:22 | 13:24 | 15:05 | 21:32 | 23:55 | 08:08 | 06:01 |
 | Headdress | 6 | 28.57% | 62.2 | 66.67% | +20.00% | -16.67% | +33.33% | 9.71% | 17:52 | 11:22 | 14:37 | 15:29 | 19:46 | 27:28 | 05:09 | 03:48 |
 | Hood of Defiance | 4 | 19.05% | 59.5 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 11:46 | 05:58 | 05:58 | 12:02 | 14:22 | 14:43 | 08:24 | 06:13 |
 | Vanguard | 4 | 19.05% | 56.8 | 75.00% | +27.94% | +25.00% | +25.00% | 0.00% | 11:16 | 05:55 | 05:55 | 10:58 | 13:24 | 14:45 | 07:29 | 05:32 |
 | Buckler | 9 | 42.86% | 54.1 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 30:50 | 21:05 | 23:49 | 29:20 | 36:13 | 41:03 | 12:24 | 09:11 |
 | Urn of Shadows | 15 | 71.43% | 51.4 | 46.67% | -20.00% | +3.33% | +3.33% | 0.00% | 07:44 | 03:50 | 05:06 | 08:01 | 09:04 | 14:17 | 03:58 | 02:56 |
 | Soul Ring | 2 | 9.52% | 48.6 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 08:52 | 08:49 | 08:49 | 08:55 | 08:55 | 08:55 | 00:06 | 00:04 |
 | Refresher Orb | 2 | 9.52% | 45.9 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 42:28 | 38:23 | 38:23 | 46:32 | 46:32 | 46:32 | 08:09 | 06:02 |
 | Lotus Orb | 2 | 9.52% | 43.2 | 100.00% | +52.63% | 0.00% | 0.00% | 0.00% | 20:51 | 20:23 | 20:23 | 21:19 | 21:19 | 21:19 | 00:56 | 00:41 |
 | Aghanim's Scepter | 13 | 61.90% | 40.5 | 46.15% | -16.35% | -12.82% | +20.52% | 6.03% | 25:52 | 17:54 | 20:26 | 24:03 | 25:58 | 44:06 | 05:32 | 04:05 |
 | Wind Lace | 11 | 52.38% | 37.8 | 45.45% | -14.55% | -12.12% | -45.45% | -12.99% | 07:13 | -01:29 | 03:52 | 05:15 | 06:26 | 30:01 | 02:34 | 01:54 |
 | Tranquil Boots | 9 | 42.86% | 35.1 | 44.44% | -13.89% | +5.56% | -44.44% | -18.29% | 08:15 | 03:21 | 04:08 | 05:44 | 06:52 | 30:01 | 02:44 | 02:01 |
 | Assault Cuirass | 4 | 19.05% | 32.4 | 50.00% | -2.94% | -50.00% | +50.00% | 0.00% | 41:56 | 32:54 | 32:54 | 41:27 | 41:30 | 51:52 | 08:36 | 06:22 |
 | Wraith Pact | 1 | 4.76% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Black King Bar | 1 | 4.76% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 9.52% | 24.3 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 34:41 | 34:13 | 34:13 | 35:09 | 35:09 | 35:09 | 00:56 | 00:41 |
 | Hand of Midas | 2 | 9.52% | 21.6 | 50.00% | -2.63% | -50.00% | 0.00% | 0.00% | 13:15 | 12:47 | 12:47 | 13:42 | 13:42 | 13:42 | 00:55 | 00:40 |
 | Aeon Disk | 3 | 14.29% | 18.9 | 33.33% | -22.23% | +66.67% | 0.00% | 0.00% | 36:55 | 26:59 | 26:59 | 37:02 | 46:43 | 46:43 | 19:44 | 14:37 |
 | Bracer | 3 | 14.29% | 16.2 | 0.00% | -61.11% | 0.00% | 0.00% | 0.00% | 04:38 | 02:36 | 02:36 | 03:50 | 07:28 | 07:28 | 04:52 | 03:36 |
 | Mekansm | 1 | 4.76% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 20:18 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 4.76% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 41:20 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 4.76% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.76% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 50:49 | 00:00 | 00:00 |
 | Chainmail | 1 | 4.76% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 16:27 | 00:00 | 00:00 |