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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 | |
 | Bloodthorn | 4 | 36.36% | 100.0 | 75.00% | +46.43% | +25.00% | +25.00% | 0.00% | 37:41 | 32:47 | 32:47 | 37:49 | 40:02 | 40:06 | 07:15 | 05:22 |
 | Orchid Malevolence | 4 | 36.36% | 97.1 | 75.00% | +46.43% | +25.00% | -75.00% | -14.02% | 37:37 | 32:47 | 32:47 | 37:42 | 39:55 | 40:02 | 07:08 | 05:17 |
 | Magic Wand | 9 | 81.82% | 94.1 | 55.56% | +55.56% | +44.44% | -55.56% | -16.53% | 05:01 | 00:49 | 00:55 | 02:02 | 06:58 | 18:55 | 06:03 | 04:28 |
 | Aghanim's Shard | 9 | 81.82% | 91.2 | 55.56% | +55.56% | -55.56% | +44.44% | 12.27% | 30:26 | 17:00 | 24:58 | 29:38 | 33:07 | 41:18 | 08:09 | 06:02 |
 | Boots of Speed | 11 | 100.00% | 88.2 | 45.45% | +45.45% | -12.12% | -12.12% | 0.00% | 04:00 | 02:27 | 02:57 | 04:27 | 04:49 | 05:00 | 01:52 | 01:22 |
 | Quelling Blade | 11 | 100.00% | 85.3 | 45.45% | +45.45% | +21.22% | -12.12% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Echo Sabre | 11 | 100.00% | 82.4 | 45.45% | +45.45% | +54.55% | -12.12% | -48.20% | 15:47 | 13:59 | 14:52 | 15:47 | 16:15 | 17:20 | 01:23 | 01:01 |
 | Armlet of Mordiggian | 11 | 100.00% | 79.4 | 45.45% | +45.45% | +21.22% | -12.12% | -13.07% | 11:53 | 09:55 | 10:08 | 11:58 | 12:41 | 14:45 | 02:33 | 01:53 |
 | Helm of Iron Will | 11 | 100.00% | 76.5 | 45.45% | +45.45% | +54.55% | -12.12% | -18.78% | 09:56 | 06:44 | 07:59 | 10:18 | 11:32 | 13:16 | 03:33 | 02:37 |
 | Magic Stick | 11 | 100.00% | 73.5 | 45.45% | +45.45% | +54.55% | -12.12% | 0.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Black King Bar | 11 | 100.00% | 70.6 | 45.45% | +45.45% | +21.22% | -12.12% | -9.53% | 22:06 | 17:38 | 18:40 | 21:35 | 22:10 | 36:44 | 03:30 | 02:35 |
 | Power Treads | 11 | 100.00% | 67.6 | 45.45% | +45.45% | +21.22% | -12.12% | -33.34% | 05:27 | 04:37 | 04:50 | 05:32 | 05:35 | 06:54 | 00:45 | 00:33 |
 | Mage Slayer | 8 | 72.73% | 64.7 | 50.00% | +16.67% | +50.00% | 0.00% | -6.09% | 26:24 | 18:36 | 18:58 | 23:19 | 27:11 | 38:21 | 08:13 | 06:05 |
 | Void Stone | 5 | 45.45% | 61.8 | 60.00% | +26.67% | -60.00% | +40.00% | 6.66% | 29:39 | 17:28 | 17:28 | 31:14 | 32:29 | 39:55 | 15:01 | 11:07 |
 | Buckler | 6 | 54.55% | 58.8 | 50.00% | +10.00% | 0.00% | +50.00% | 5.69% | 27:47 | 23:34 | 24:08 | 24:09 | 32:55 | 34:40 | 08:47 | 06:30 |
 | Ring of Protection | 6 | 54.55% | 55.9 | 50.00% | +10.00% | 0.00% | +50.00% | 5.70% | 27:44 | 23:34 | 24:08 | 24:09 | 32:54 | 34:40 | 08:46 | 06:29 |
 | Assault Cuirass | 6 | 54.55% | 52.9 | 50.00% | +10.00% | 0.00% | +50.00% | 5.86% | 29:52 | 23:53 | 25:39 | 26:34 | 34:11 | 35:46 | 08:32 | 06:19 |
 | Silver Edge | 3 | 27.27% | 50.0 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 27:26 | 23:38 | 23:38 | 28:47 | 29:54 | 29:54 | 06:16 | 04:38 |
 | Heart of Tarrasque | 3 | 27.27% | 47.1 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 29:47 | 28:14 | 28:14 | 29:48 | 31:18 | 31:18 | 03:04 | 02:16 |
 | Crystalys | 3 | 27.27% | 44.1 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 27:09 | 23:38 | 23:38 | 28:14 | 29:35 | 29:35 | 05:57 | 04:24 |
 | Shadow Blade | 3 | 27.27% | 41.2 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 23:42 | 21:55 | 21:55 | 22:30 | 26:40 | 26:40 | 04:45 | 03:31 |
 | Hand of Midas | 1 | 9.09% | 38.2 | 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 |
 | Overwhelming Blink | 1 | 9.09% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 46:34 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 9.09% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Sange | 1 | 9.09% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 9.09% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 00:00 | 00:00 |
 | Manta Style | 2 | 18.18% | 23.5 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 29:49 | 28:44 | 28:44 | 30:54 | 30:54 | 30:54 | 02:10 | 01:36 |
 | Wind Lace | 2 | 18.18% | 20.6 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 14:15 | 10:15 | 10:15 | 18:14 | 18:14 | 18:14 | 07:59 | 05:54 |
 | Yasha | 2 | 18.18% | 17.6 | 50.00% | +5.56% | -50.00% | 0.00% | 0.00% | 26:25 | 24:05 | 24:05 | 28:44 | 28:44 | 28:44 | 04:39 | 03:26 |
 | Linken's Sphere | 2 | 18.18% | 14.7 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 29:51 | 27:15 | 27:15 | 32:27 | 32:27 | 32:27 | 05:12 | 03:51 |
 | Ring of Health | 2 | 18.18% | 11.8 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 29:10 | 27:07 | 27:07 | 31:13 | 31:13 | 31:13 | 04:06 | 03:02 |
 | Octarine Core | 1 | 9.09% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Aether Lens | 1 | 9.09% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 9.09% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 19:31 | 00:00 | 00:00 |