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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 | |
 | Mage Slayer | 5 | 50.00% | 100.0 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 20:46 | 16:44 | 16:44 | 21:35 | 21:50 | 26:01 | 05:06 | 03:46 |
 | Black King Bar | 9 | 90.00% | 97.1 | 66.67% | +66.67% | -16.67% | +33.33% | 17.14% | 18:13 | 16:23 | 16:50 | 18:11 | 19:45 | 19:49 | 02:55 | 02:09 |
 | Power Treads | 7 | 70.00% | 94.3 | 71.43% | +38.10% | -21.43% | -21.43% | 0.00% | 05:28 | 04:35 | 04:45 | 05:25 | 05:43 | 06:39 | 00:58 | 00:42 |
 | Magic Wand | 10 | 100.00% | 91.4 | 60.00% | +60.00% | +6.67% | -10.00% | -1.72% | 06:26 | -01:29 | 00:50 | 01:02 | 10:33 | 20:33 | 09:43 | 07:11 |
 | Echo Sabre | 10 | 100.00% | 88.6 | 60.00% | +60.00% | +6.67% | -10.00% | -9.90% | 13:47 | 12:38 | 13:09 | 13:32 | 14:50 | 15:14 | 01:41 | 01:14 |
 | Mask of Madness | 10 | 100.00% | 85.7 | 60.00% | +60.00% | +6.67% | +40.00% | 33.33% | 09:22 | 08:23 | 09:02 | 09:16 | 09:38 | 10:59 | 00:36 | 00:26 |
 | Boots of Speed | 10 | 100.00% | 82.9 | 60.00% | +60.00% | +6.67% | +40.00% | 23.53% | 03:23 | 01:15 | 02:39 | 03:19 | 04:04 | 05:06 | 01:25 | 01:02 |
 | Morbid Mask | 10 | 100.00% | 80.0 | 60.00% | +60.00% | -26.67% | +40.00% | 40.00% | 07:32 | 06:21 | 06:40 | 07:05 | 08:20 | 09:14 | 01:40 | 01:14 |
 | Quelling Blade | 10 | 100.00% | 77.1 | 60.00% | +60.00% | +40.00% | -60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 20.00% | 74.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:00 | 26:01 | 26:01 | 33:59 | 33:59 | 33:59 | 07:58 | 05:54 |
 | Wind Lace | 2 | 20.00% | 71.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 11:52 | 09:44 | 09:44 | 14:00 | 14:00 | 14:00 | 04:16 | 03:09 |
 | Orchid Malevolence | 2 | 20.00% | 68.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:02 | 24:04 | 24:04 | 33:59 | 33:59 | 33:59 | 09:55 | 07:20 |
 | Crystalys | 4 | 40.00% | 65.7 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 27:19 | 23:38 | 23:38 | 23:47 | 30:04 | 31:45 | 06:26 | 04:45 |
 | Void Stone | 4 | 40.00% | 62.9 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 29:24 | 23:20 | 23:20 | 23:34 | 32:46 | 37:54 | 09:26 | 06:59 |
 | Magic Stick | 9 | 90.00% | 60.0 | 55.56% | -44.44% | +44.44% | -5.56% | -50.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:27 | 00:01 | 00:00 |
 | Blink Dagger | 7 | 70.00% | 57.1 | 57.14% | -9.53% | +42.86% | -57.14% | -8.43% | 25:21 | 16:46 | 18:46 | 20:37 | 30:38 | 36:45 | 11:52 | 08:47 |
 | Buckler | 5 | 50.00% | 54.3 | 60.00% | 0.00% | +40.00% | +40.00% | 0.00% | 23:23 | 19:56 | 19:56 | 23:18 | 25:45 | 27:49 | 05:49 | 04:18 |
 | Ring of Protection | 5 | 50.00% | 51.4 | 60.00% | 0.00% | -60.00% | +40.00% | 9.26% | 21:38 | 14:57 | 14:57 | 19:55 | 25:45 | 27:49 | 10:48 | 08:00 |
 | Satanic | 5 | 50.00% | 48.6 | 60.00% | 0.00% | +40.00% | -60.00% | -9.90% | 34:39 | 27:31 | 27:31 | 35:07 | 37:37 | 45:26 | 10:06 | 07:28 |
 | Assault Cuirass | 5 | 50.00% | 45.7 | 60.00% | 0.00% | -60.00% | +40.00% | 20.55% | 25:52 | 21:51 | 21:51 | 26:29 | 26:43 | 30:26 | 04:52 | 03:36 |
 | Swift Blink | 3 | 30.00% | 42.9 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 39:58 | 37:20 | 37:20 | 40:55 | 41:38 | 41:38 | 04:18 | 03:11 |
 | Ring of Health | 3 | 30.00% | 40.0 | 66.67% | +9.53% | +33.33% | 0.00% | 0.00% | 31:07 | 22:42 | 22:42 | 32:46 | 37:54 | 37:54 | 15:12 | 11:15 |
 | Silver Edge | 3 | 30.00% | 37.1 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 27:54 | 24:57 | 24:57 | 26:39 | 32:07 | 32:07 | 07:10 | 05:18 |
 | Shadow Blade | 3 | 30.00% | 34.3 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 25:49 | 21:21 | 21:21 | 25:37 | 30:28 | 30:28 | 09:07 | 06:45 |
 | Linken's Sphere | 4 | 40.00% | 31.4 | 50.00% | -16.67% | +50.00% | +50.00% | 0.00% | 31:10 | 23:39 | 23:39 | 29:45 | 32:55 | 38:19 | 09:16 | 06:51 |
 | Daedalus | 1 | 10.00% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 10.00% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 40:47 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 20.00% | 22.9 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 37:52 | 36:07 | 36:07 | 39:36 | 39:36 | 39:36 | 03:29 | 02:34 |
 | Javelin | 2 | 20.00% | 20.0 | 50.00% | -12.50% | +50.00% | 0.00% | 0.00% | 37:05 | 35:56 | 35:56 | 38:13 | 38:13 | 38:13 | 02:17 | 01:41 |
 | Chainmail | 3 | 30.00% | 17.1 | 33.33% | -38.10% | -33.33% | 0.00% | 0.00% | 03:53 | 01:48 | 01:48 | 04:29 | 05:22 | 05:22 | 03:34 | 02:38 |
 | Phase Boots | 3 | 30.00% | 14.3 | 33.33% | -38.10% | -33.33% | 0.00% | 0.00% | 06:12 | 05:14 | 05:14 | 06:06 | 07:15 | 07:15 | 02:01 | 01:29 |
 | Aghanim's Shard | 3 | 30.00% | 11.4 | 33.33% | -38.10% | -33.33% | 0.00% | 0.00% | 44:52 | 42:25 | 42:25 | 44:11 | 47:59 | 47:59 | 05:34 | 04:07 |
 | Harpoon | 1 | 10.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 31:46 | 00:00 | 00:00 |
 | Diadem | 1 | 10.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Cornucopia | 1 | 10.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |