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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 | 8 | 72.73% | 100.0 | 37.50% | +37.50% | -37.50% | -37.50% | 0.00% | 21:57 | 20:06 | 20:11 | 20:49 | 23:01 | 26:16 | 02:50 | 02:05 |
 | Black King Bar | 9 | 81.82% | 96.2 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | 26:52 | 17:25 | 17:53 | 27:21 | 32:38 | 36:36 | 14:45 | 10:55 |
 | Boots of Speed | 11 | 100.00% | 92.3 | 27.27% | +27.27% | +6.06% | +6.06% | 0.00% | 03:50 | 01:51 | 02:39 | 03:04 | 03:49 | 09:09 | 01:10 | 00:51 |
 | Blight Stone | 11 | 100.00% | 88.5 | 27.27% | +27.27% | -27.27% | +6.06% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Orchid Malevolence | 11 | 100.00% | 84.6 | 27.27% | +27.27% | +6.06% | +39.40% | 13.99% | 14:51 | 11:10 | 12:23 | 14:04 | 14:46 | 23:50 | 02:23 | 01:45 |
 | Javelin | 1 | 9.09% | 80.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Witch Blade | 1 | 9.09% | 76.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Crown | 1 | 9.09% | 73.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 9.09% | 69.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 9.09% | 65.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:30 | 37:30 | 37:30 | 37:30 | 37:30 | 37:30 | 00:00 | 00:00 |
 | Maelstrom | 1 | 9.09% | 61.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Chainmail | 1 | 9.09% | 57.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Gleipnir | 1 | 9.09% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Power Treads | 10 | 90.91% | 50.0 | 20.00% | -80.00% | +13.33% | -20.00% | -12.19% | 07:36 | 04:16 | 05:35 | 05:57 | 08:19 | 14:59 | 02:44 | 02:01 |
 | Crystalys | 2 | 18.18% | 46.2 | 50.00% | +27.78% | -50.00% | 0.00% | 3.13% | 33:30 | 25:31 | 25:31 | 41:29 | 41:29 | 41:29 | 15:58 | 11:49 |
 | Assault Cuirass | 3 | 27.27% | 42.3 | 33.33% | +8.33% | +66.67% | 0.00% | -10.23% | 34:53 | 30:36 | 30:36 | 36:57 | 37:07 | 37:07 | 06:31 | 04:49 |
 | Shadow Blade | 3 | 27.27% | 38.5 | 33.33% | +8.33% | -33.33% | 0.00% | 2.28% | 23:31 | 18:28 | 18:28 | 19:00 | 33:04 | 33:04 | 14:36 | 10:48 |
 | Buckler | 3 | 27.27% | 34.6 | 33.33% | +8.33% | +66.67% | 0.00% | -10.00% | 34:36 | 30:11 | 30:11 | 36:46 | 36:51 | 36:51 | 06:40 | 04:56 |
 | Ring of Protection | 3 | 27.27% | 34.6 | 33.33% | +8.33% | +66.67% | 0.00% | -10.00% | 34:36 | 30:11 | 30:11 | 36:46 | 36:51 | 36:51 | 06:40 | 04:56 |
 | Aghanim's Scepter | 1 | 9.09% | 26.9 | 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 |
 | Scythe of Vyse | 1 | 9.09% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Void Stone | 1 | 9.09% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Silver Edge | 1 | 9.09% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 26:06 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 9.09% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 29:03 | 00:00 | 00:00 |
 | Magic Wand | 4 | 36.36% | 7.7 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 07:15 | 03:40 | 03:40 | 04:53 | 06:02 | 14:23 | 02:22 | 01:45 |
 | Magic Stick | 7 | 63.64% | 3.8 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 03:14 | 01:42 | 02:40 | 03:12 | 03:34 | 04:25 | 00:54 | 00:40 |