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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 | |
 | Aghanim's Shard | 4 | 22.22% | 100.0 | 100.00% | +78.57% | 0.00% | 0.00% | 0.00% | 23:22 | 21:07 | 21:07 | 22:53 | 23:57 | 25:30 | 02:50 | 02:05 |
 | Butterfly | 3 | 16.67% | 97.1 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 38:17 | 24:36 | 24:36 | 36:26 | 53:50 | 53:50 | 29:14 | 21:39 |
 | Magic Stick | 9 | 50.00% | 94.3 | 66.67% | +55.56% | +33.33% | -16.67% | -3.19% | 09:47 | -01:29 | 00:59 | 13:30 | 16:39 | 21:34 | 15:40 | 11:36 |
 | Magic Wand | 8 | 44.44% | 91.4 | 62.50% | +42.50% | -12.50% | -12.50% | 0.00% | 14:52 | 02:22 | 03:06 | 14:27 | 19:46 | 26:38 | 16:40 | 12:20 |
 | Eye of Skadi | 9 | 50.00% | 88.6 | 55.56% | +33.34% | -5.56% | +44.44% | 10.71% | 27:55 | 23:21 | 24:51 | 27:04 | 29:31 | 36:21 | 04:40 | 03:27 |
 | Yasha | 17 | 94.44% | 85.7 | 41.18% | +41.18% | +8.82% | -41.18% | -22.73% | 17:44 | 15:45 | 16:16 | 17:21 | 18:28 | 21:37 | 02:12 | 01:37 |
 | Power Treads | 18 | 100.00% | 82.9 | 38.89% | +38.89% | -18.89% | +11.11% | 12.50% | 07:57 | 05:22 | 06:34 | 07:06 | 08:58 | 15:37 | 02:24 | 01:46 |
 | Quelling Blade | 18 | 100.00% | 80.0 | 38.89% | +38.89% | +1.11% | -13.89% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:21 | 00:00 | 00:00 |
 | Battle Fury | 18 | 100.00% | 77.1 | 38.89% | +38.89% | +21.11% | -38.89% | -31.03% | 14:44 | 12:46 | 13:39 | 14:54 | 15:35 | 17:32 | 01:56 | 01:25 |
 | Void Stone | 18 | 100.00% | 74.3 | 38.89% | +38.89% | -18.89% | -13.89% | 2.03% | 13:07 | 09:13 | 11:50 | 12:56 | 14:18 | 17:32 | 02:28 | 01:49 |
 | Ring of Health | 18 | 100.00% | 71.4 | 38.89% | +38.89% | +21.11% | -13.89% | -10.34% | 05:43 | 02:39 | 03:35 | 04:16 | 06:58 | 15:08 | 03:23 | 02:30 |
 | Boots of Speed | 18 | 100.00% | 68.6 | 38.89% | +38.89% | +1.11% | -13.89% | -5.49% | 06:01 | 01:47 | 04:24 | 05:35 | 07:08 | 15:08 | 02:44 | 02:01 |
 | Manta Style | 16 | 88.89% | 65.7 | 37.50% | -12.50% | +12.50% | -12.50% | -13.04% | 20:55 | 18:25 | 19:36 | 20:32 | 21:31 | 26:49 | 01:55 | 01:25 |
 | Wraith Band | 9 | 50.00% | 62.9 | 44.44% | +11.11% | +55.56% | -44.44% | -100.00% | 02:44 | 01:34 | 01:44 | 02:21 | 02:28 | 05:30 | 00:44 | 00:32 |
 | Sange | 1 | 5.56% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.56% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 1:05:07 | 00:00 | 00:00 |
 | Desolator | 1 | 5.56% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 1:06:28 | 00:00 | 00:00 |
 | Satanic | 1 | 5.56% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 40:08 | 00:00 | 00:00 |
 | Sange and Yasha | 1 | 5.56% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 18:29 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.56% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 39:36 | 00:00 | 00:00 |
 | Skull Basher | 5 | 27.78% | 42.9 | 40.00% | +1.54% | -40.00% | +60.00% | 11.95% | 26:40 | 21:59 | 21:59 | 25:15 | 30:21 | 32:18 | 08:22 | 06:11 |
 | Black King Bar | 5 | 27.78% | 40.0 | 40.00% | +1.54% | +60.00% | -40.00% | -11.17% | 29:16 | 22:42 | 22:42 | 29:41 | 31:39 | 32:47 | 08:57 | 06:37 |
 | Blight Stone | 2 | 11.11% | 37.1 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 36:18 | 06:07 | 06:07 | 1:06:28 | 1:06:28 | 1:06:28 | 60:21 | 44:42 |
 | Vanguard | 4 | 22.22% | 34.3 | 25.00% | -17.86% | -25.00% | +75.00% | 30.61% | 29:55 | 23:18 | 23:18 | 24:34 | 26:34 | 45:14 | 03:16 | 02:25 |
 | Abyssal Blade | 4 | 22.22% | 31.4 | 25.00% | -17.86% | -25.00% | +75.00% | 44.78% | 31:41 | 25:33 | 25:33 | 27:03 | 27:47 | 46:22 | 02:14 | 01:39 |
 | Orb of Corrosion | 1 | 5.56% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 07:34 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.56% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:44 | 06:44 | 06:44 | 06:44 | 06:44 | 06:44 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.56% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Orb of Venom | 2 | 11.11% | 20.0 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 01:07 | 00:48 | 00:48 | 01:25 | 01:25 | 01:25 | 00:37 | 00:27 |
 | Ethereal Blade | 1 | 5.56% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 35:50 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.56% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 36:00 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 5.56% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 34:02 | 00:00 | 00:00 |
 | Buckler | 1 | 5.56% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 31:09 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Javelin | 1 | 5.56% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |