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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Magic Wand | 5 | 26.32% | 100.0 | 80.00% | +37.14% | +20.00% | +20.00% | 0.00% | 10:47 | 06:48 | 06:48 | 11:02 | 12:40 | 13:01 | 05:52 | 04:20 | |
Arcane Boots | 7 | 36.84% | 97.1 | 71.43% | +29.76% | +28.57% | -21.43% | -7.48% | 13:46 | 04:28 | 05:02 | 07:25 | 11:43 | 37:53 | 06:41 | 04:57 | |
Ring of Health | 14 | 73.68% | 94.1 | 57.14% | +17.14% | +17.86% | +9.53% | -1.42% | 14:34 | 06:17 | 07:13 | 10:23 | 13:05 | 37:14 | 05:52 | 04:20 | |
Boots of Speed | 19 | 100.00% | 91.2 | 52.63% | +52.63% | +27.37% | -32.63% | -19.67% | 05:31 | 01:46 | 03:36 | 05:17 | 06:39 | 12:29 | 03:03 | 02:15 | |
Headdress | 12 | 63.16% | 88.2 | 58.33% | +15.47% | -25.00% | +8.34% | 7.97% | 08:40 | 04:11 | 05:37 | 07:47 | 09:48 | 17:27 | 04:11 | 03:05 | |
Black King Bar | 17 | 89.47% | 85.3 | 52.94% | +2.94% | +22.06% | -52.94% | -10.34% | 24:34 | 16:37 | 20:25 | 25:06 | 27:40 | 33:41 | 07:15 | 05:22 | |
Blink Dagger | 18 | 94.74% | 82.4 | 50.00% | -50.00% | +10.00% | -25.00% | -3.31% | 22:11 | 13:26 | 16:25 | 21:27 | 26:59 | 33:11 | 10:34 | 07:49 | |
Void Stone | 6 | 31.58% | 79.4 | 66.67% | +20.52% | +33.33% | -66.67% | -19.11% | 34:28 | 30:33 | 32:00 | 33:07 | 37:14 | 39:16 | 05:14 | 03:52 | |
Refresher Orb | 4 | 21.05% | 76.5 | 75.00% | +28.33% | +25.00% | +25.00% | 0.00% | 39:31 | 32:23 | 32:23 | 34:36 | 40:26 | 50:39 | 08:03 | 05:57 | |
Soul Ring | 16 | 84.21% | 73.5 | 43.75% | -56.25% | -18.75% | +6.25% | 25.00% | 03:29 | 02:05 | 03:05 | 03:28 | 03:52 | 04:38 | 00:47 | 00:34 | |
Magic Stick | 7 | 36.84% | 70.6 | 57.14% | +7.14% | +42.86% | -57.14% | -24.59% | 09:05 | 01:22 | 06:48 | 10:26 | 10:52 | 13:19 | 04:04 | 03:00 | |
Helm of the Dominator | 10 | 52.63% | 67.6 | 50.00% | -5.56% | +16.67% | -50.00% | -28.17% | 10:31 | 08:07 | 08:53 | 11:02 | 11:15 | 13:13 | 02:22 | 01:45 | |
Mekansm | 3 | 15.79% | 64.7 | 66.67% | +16.67% | +33.33% | 0.00% | -2.49% | 21:33 | 15:40 | 15:40 | 19:58 | 29:02 | 29:02 | 13:22 | 09:54 | |
Linken's Sphere | 3 | 15.79% | 61.8 | 66.67% | +16.67% | +33.33% | 0.00% | -6.49% | 34:26 | 32:26 | 32:26 | 33:17 | 37:34 | 37:34 | 05:08 | 03:48 | |
Buckler | 4 | 21.05% | 58.8 | 50.00% | -3.33% | +50.00% | +50.00% | 0.00% | 16:46 | 11:29 | 11:29 | 15:30 | 17:34 | 22:32 | 06:05 | 04:30 | |
Hand of Midas | 4 | 21.05% | 55.9 | 50.00% | -3.33% | +50.00% | -50.00% | -44.78% | 13:25 | 10:13 | 10:13 | 12:26 | 12:27 | 18:33 | 02:14 | 01:39 | |
Hood of Defiance | 1 | 5.26% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 13:47 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 5.26% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:27 | 17:27 | 17:27 | 17:27 | 17:27 | 17:27 | 00:00 | 00:00 | |
Octarine Core | 1 | 5.26% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:17 | 28:17 | 28:17 | 28:17 | 28:17 | 28:17 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 5.26% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 42:08 | 00:00 | 00:00 | |
Ring of Protection | 1 | 5.26% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:23 | -01:23 | -01:23 | -01:23 | -01:23 | -01:23 | 00:00 | 00:00 | |
Chainmail | 5 | 26.32% | 38.2 | 40.00% | -17.14% | -40.00% | +60.00% | 7.56% | 14:17 | 04:20 | 04:20 | 15:30 | 17:34 | 22:32 | 13:14 | 09:48 | |
Crimson Guard | 2 | 10.53% | 35.3 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 22:15 | 21:15 | 21:15 | 23:15 | 23:15 | 23:15 | 02:00 | 01:28 | |
Guardian Greaves | 2 | 10.53% | 32.4 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 27:11 | 23:20 | 23:20 | 31:02 | 31:02 | 31:02 | 07:42 | 05:42 | |
Power Treads | 2 | 10.53% | 29.4 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 12:13 | 11:08 | 11:08 | 13:18 | 13:18 | 13:18 | 02:10 | 01:36 | |
Shadow Blade | 2 | 10.53% | 26.5 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 35:44 | 29:15 | 29:15 | 42:12 | 42:12 | 42:12 | 12:57 | 09:35 | |
Vanguard | 2 | 10.53% | 23.5 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 20:50 | 18:57 | 18:57 | 22:42 | 22:42 | 22:42 | 03:45 | 02:46 | |
Wind Lace | 2 | 10.53% | 20.6 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 17:26 | 16:59 | 16:59 | 17:52 | 17:52 | 17:52 | 00:53 | 00:39 | |
Medallion of Courage | 1 | 5.26% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:25 | 06:25 | 06:25 | 06:25 | 06:25 | 06:25 | 00:00 | 00:00 | |
Tranquil Boots | 1 | 5.26% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 | |
Solar Crest | 1 | 5.26% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:24 | 25:24 | 25:24 | 25:24 | 25:24 | 25:24 | 00:00 | 00:00 | |
Phase Boots | 1 | 5.26% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 | |
Blight Stone | 1 | 5.26% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 06:24 | 00:00 | 00:00 | |
Ring of Basilius | 1 | 5.26% | 2.9 | 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 |