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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 | |
 | Crystalys | 3 | 37.50% | 100.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 32:59 | 29:43 | 29:43 | 31:58 | 37:17 | 37:17 | 07:34 | 05:36 |
 | Assault Cuirass | 5 | 62.50% | 95.5 | 80.00% | +46.67% | +20.00% | -80.00% | 0.00% | 29:19 | 26:56 | 26:56 | 28:28 | 29:09 | 33:42 | 02:13 | 01:38 |
 | Buckler | 5 | 62.50% | 90.9 | 80.00% | +46.67% | +20.00% | -80.00% | 0.00% | 28:36 | 26:34 | 26:34 | 27:49 | 29:09 | 32:50 | 02:35 | 01:54 |
 | Chainmail | 7 | 87.50% | 86.4 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 16:27 | 10:52 | 15:35 | 16:11 | 16:32 | 21:55 | 00:57 | 00:42 |
 | Phase Boots | 7 | 87.50% | 81.8 | 71.43% | +71.43% | -21.43% | -21.43% | 0.00% | 17:13 | 11:22 | 16:23 | 17:15 | 17:32 | 22:34 | 01:09 | 00:51 |
 | Black King Bar | 7 | 87.50% | 77.3 | 71.43% | +71.43% | +28.57% | -71.43% | -100.00% | 23:42 | 21:25 | 22:06 | 22:41 | 23:06 | 27:37 | 01:00 | 00:44 |
 | Magic Stick | 7 | 87.50% | 72.7 | 71.43% | +71.43% | +28.57% | -21.43% | 0.00% | 00:22 | -01:29 | -01:29 | -01:29 | -01:29 | 07:56 | 00:00 | 00:00 |
 | Ring of Health | 8 | 100.00% | 68.2 | 62.50% | +62.50% | -12.50% | -62.50% | -43.48% | 03:09 | 02:22 | 02:28 | 03:05 | 03:37 | 03:53 | 01:09 | 00:51 |
 | Aghanim's Scepter | 8 | 100.00% | 63.6 | 62.50% | +62.50% | +37.50% | -62.50% | -63.83% | 16:31 | 14:35 | 14:58 | 15:37 | 16:32 | 20:24 | 01:34 | 01:09 |
 | Boots of Speed | 8 | 100.00% | 59.1 | 62.50% | +62.50% | +37.50% | -12.50% | -50.00% | 07:59 | 06:11 | 07:33 | 07:55 | 08:18 | 09:28 | 00:45 | 00:33 |
 | Quelling Blade | 8 | 100.00% | 54.5 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Vanguard | 8 | 100.00% | 50.0 | 62.50% | +62.50% | +37.50% | -62.50% | -82.19% | 06:07 | 05:17 | 05:24 | 05:56 | 06:37 | 07:03 | 01:13 | 00:54 |
 | Ring of Protection | 8 | 100.00% | 45.5 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 05:43 | -01:29 | 05:58 | 06:44 | 07:09 | 07:22 | 01:11 | 00:52 |
 | Soul Ring | 8 | 100.00% | 40.9 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 07:40 | 07:03 | 07:16 | 07:28 | 08:00 | 08:12 | 00:44 | 00:32 |
 | Skull Basher | 4 | 50.00% | 36.4 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 32:01 | 26:03 | 26:03 | 29:52 | 30:48 | 41:21 | 04:45 | 03:31 |
 | Abyssal Blade | 3 | 37.50% | 31.8 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 34:26 | 27:23 | 27:23 | 32:47 | 43:09 | 43:09 | 15:46 | 11:40 |
 | Daedalus | 1 | 12.50% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 38:26 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 12.50% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Silver Edge | 1 | 12.50% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 36:47 | 00:00 | 00:00 |
 | Magic Wand | 3 | 37.50% | 13.6 | 33.33% | -46.67% | -33.33% | 0.00% | 0.00% | 12:07 | 09:24 | 09:24 | 09:45 | 17:13 | 17:13 | 07:49 | 05:47 |
 | Hood of Defiance | 1 | 12.50% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 13:33 | 00:00 | 00:00 |
 | Eternal Shroud | 1 | 12.50% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 42:20 | 00:00 | 00:00 |