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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 | |
 | Chipped Vest | 3 | 50.00% | 100.0 | 66.67% | +66.67% | +33.33% | -66.67% | -100.00% | 09:00 | 08:00 | 08:30 | 09:00 | 09:30 | 10:00 | 01:00 | 00:44 |
 | Yasha | 4 | 66.67% | 83.6 | 50.00% | +50.00% | +50.00% | -50.00% | -15.80% | 28:20 | 21:39 | 25:07 | 28:14 | 31:27 | 35:13 | 06:19 | 04:41 |
 | Sange and Yasha | 4 | 66.67% | 83.6 | 50.00% | +50.00% | +50.00% | -50.00% | -16.23% | 28:54 | 22:33 | 25:44 | 28:44 | 31:54 | 35:36 | 06:09 | 04:33 |
 | Black King Bar | 4 | 66.67% | 83.6 | 50.00% | +50.00% | -50.00% | +50.00% | 17.25% | 28:15 | 21:42 | 23:40 | 24:54 | 29:28 | 41:29 | 05:47 | 04:17 |
 | Power Treads | 5 | 83.33% | 75.2 | 40.00% | +40.00% | +10.00% | -40.00% | -43.48% | 16:26 | 09:19 | 16:11 | 16:33 | 17:20 | 22:46 | 01:09 | 00:51 |
 | Vanguard | 5 | 83.33% | 75.2 | 40.00% | +40.00% | -40.00% | +60.00% | 100.00% | 06:41 | 05:41 | 06:08 | 06:42 | 07:08 | 07:48 | 01:00 | 00:44 |
 | Shiva's Guard | 1 | 16.67% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 31:11 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 16.67% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Skull Basher | 1 | 16.67% | 72.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 37:31 | 00:00 | 00:00 |
 | Quelling Blade | 6 | 100.00% | 70.6 | 33.33% | +33.33% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 100.00% | 70.6 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 04:30 | 01:40 | 03:24 | 04:15 | 06:08 | 06:54 | 02:44 | 02:01 |
 | Sange | 6 | 100.00% | 70.6 | 33.33% | +33.33% | +16.67% | -33.33% | -7.14% | 21:46 | 15:24 | 18:44 | 20:30 | 25:44 | 28:34 | 07:00 | 05:11 |
 | Soul Ring | 6 | 100.00% | 70.6 | 33.33% | +33.33% | +33.34% | -33.33% | -30.54% | 05:44 | 04:12 | 04:42 | 05:23 | 06:53 | 07:36 | 02:11 | 01:37 |
 | Boots of Speed | 6 | 100.00% | 70.6 | 33.33% | +33.33% | -33.33% | +16.67% | 50.00% | 07:38 | 05:14 | 07:22 | 08:11 | 08:18 | 08:45 | 00:55 | 00:41 |
 | Aghanim's Scepter | 6 | 100.00% | 70.6 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 16:10 | 14:07 | 14:46 | 15:01 | 15:42 | 22:15 | 00:55 | 00:41 |
 | Ring of Health | 6 | 100.00% | 70.6 | 33.33% | +33.33% | +16.67% | -33.33% | -43.48% | 03:33 | 02:53 | 02:59 | 03:18 | 04:08 | 04:30 | 01:09 | 00:51 |
 | Assault Cuirass | 2 | 33.33% | 46.1 | 50.00% | +25.00% | +50.00% | -50.00% | 0.00% | 34:17 | 29:33 | 31:55 | 34:17 | 36:39 | 39:01 | 04:44 | 03:30 |
 | Buckler | 2 | 33.33% | 46.1 | 50.00% | +25.00% | +50.00% | -50.00% | 0.00% | 32:45 | 27:39 | 30:11 | 32:44 | 35:17 | 37:50 | 05:05 | 03:46 |
 | Blast Rig | 2 | 33.33% | 46.1 | 50.00% | +25.00% | +50.00% | -50.00% | 0.00% | 28:30 | 28:00 | 28:15 | 28:30 | 28:45 | 29:00 | 00:30 | 00:22 |
 | Brigand's Blade | 2 | 33.33% | 46.1 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 21:00 | 18:00 | 19:30 | 21:00 | 22:30 | 24:00 | 03:00 | 02:13 |
 | Spider Legs | 2 | 33.33% | 46.1 | 50.00% | +25.00% | -50.00% | +50.00% | 0.00% | 31:00 | 30:00 | 30:30 | 31:00 | 31:30 | 32:00 | 01:00 | 00:44 |
 | Quicksilver Amulet | 4 | 66.67% | 35.8 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 19:15 | 18:00 | 18:45 | 19:00 | 19:30 | 21:00 | 00:45 | 00:33 |
 | Magic Stick | 5 | 83.33% | 35.0 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 03:06 | -01:29 | 00:46 | 00:52 | 00:56 | 14:23 | 00:10 | 00:07 |
 | Ascetic's Cap | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 28:41 | 00:00 | 00:00 |
 | Possessed Mask | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 11:00 | 00:00 | 00:00 |
 | Elven Tunic | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 29:00 | 00:00 | 00:00 |
 | Arcane Ring | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 10:00 | 00:00 | 00:00 |
 | Paladin Sword | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 31:00 | 00:00 | 00:00 |
 | Essence Ring | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 21:00 | 00:00 | 00:00 |
 | Broom Handle | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 08:00 | 00:00 | 00:00 |
 | Hood of Defiance | 2 | 33.33% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:15 | 07:49 | 13:02 | 18:15 | 23:28 | 28:41 | 10:26 | 07:43 |
 | Vambrace | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Keen Optic | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Magic Wand | 2 | 33.33% | 0.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:07 | 11:39 | 14:53 | 18:07 | 21:21 | 24:35 | 06:28 | 04:47 |
 | Boots of Travel | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 17:18 | 00:00 | 00:00 |
 | Pig Pole | 1 | 16.67% | 0.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 09:00 | 00:00 | 00:00 |