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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 Scepter | 2 | 33.33% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 16:11 | 15:49 | 15:49 | 16:32 | 16:32 | 16:32 | 00:43 | 00:31 |
 | Magic Wand | 5 | 83.33% | 96.3 | 60.00% | +60.00% | -60.00% | +40.00% | 23.72% | 06:24 | 02:46 | 02:46 | 06:56 | 06:59 | 10:14 | 04:13 | 03:07 |
 | Soul Ring | 5 | 83.33% | 92.6 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 06:31 | 05:03 | 05:03 | 06:08 | 07:31 | 08:08 | 02:28 | 01:49 |
 | Quelling Blade | 6 | 100.00% | 88.9 | 50.00% | +50.00% | 0.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Ring of Protection | 6 | 100.00% | 85.2 | 50.00% | +50.00% | 0.00% | -50.00% | -50.00% | -00:46 | -01:29 | -01:29 | -01:29 | -01:28 | 02:46 | 00:01 | 00:00 |
 | Boots of Speed | 6 | 100.00% | 81.5 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 04:25 | 01:51 | 03:39 | 04:00 | 05:17 | 07:23 | 01:38 | 01:12 |
 | Magic Stick | 6 | 100.00% | 77.8 | 50.00% | +50.00% | -50.00% | +50.00% | 18.40% | 03:45 | -01:29 | 00:58 | 01:03 | 06:24 | 09:26 | 05:26 | 04:01 |
 | Void Stone | 3 | 50.00% | 74.1 | 66.67% | +33.34% | +33.33% | 0.00% | -1.61% | 28:48 | 20:31 | 20:31 | 24:43 | 41:11 | 41:11 | 20:40 | 15:18 |
 | Arcane Boots | 4 | 66.67% | 70.4 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 07:07 | 04:00 | 04:00 | 06:38 | 08:51 | 08:57 | 04:51 | 03:35 |
 | Orchid Malevolence | 5 | 83.33% | 66.7 | 40.00% | -60.00% | +60.00% | -40.00% | -25.00% | 14:46 | 11:28 | 11:28 | 15:24 | 15:28 | 16:38 | 04:00 | 02:57 |
 | Helm of Iron Will | 1 | 16.67% | 63.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:30 | 55:30 | 55:30 | 55:30 | 55:30 | 55:30 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 16.67% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 00:00 | 00:00 |
 | Blight Stone | 1 | 16.67% | 59.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 02:11 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 16.67% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 41:11 | 00:00 | 00:00 |
 | Skull Basher | 1 | 16.67% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Octarine Core | 1 | 16.67% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 16.67% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 46:46 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 16.67% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:46 | 03:46 | 03:46 | 03:46 | 03:46 | 03:46 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 16.67% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 03:04 | 00:00 | 00:00 |
 | Nullifier | 1 | 16.67% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 00:00 | 00:00 |
 | Black King Bar | 2 | 33.33% | 25.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 22:33 | 22:10 | 22:10 | 22:55 | 22:55 | 22:55 | 00:45 | 00:33 |
 | Aether Lens | 2 | 33.33% | 22.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 22:56 | 21:04 | 21:04 | 24:47 | 24:47 | 24:47 | 03:43 | 02:45 |
 | Power Treads | 2 | 33.33% | 18.5 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 06:06 | 05:55 | 05:55 | 06:17 | 06:17 | 06:17 | 00:22 | 00:16 |
 | Ghost Scepter | 3 | 50.00% | 14.8 | 33.33% | -33.34% | -33.33% | 0.00% | 2.79% | 25:34 | 17:49 | 17:49 | 29:08 | 29:45 | 29:45 | 11:56 | 08:50 |
 | Aghanim's Shard | 4 | 66.67% | 11.1 | 25.00% | -75.00% | -25.00% | -25.00% | 0.00% | 23:44 | 20:15 | 20:15 | 23:16 | 24:56 | 26:30 | 04:41 | 03:28 |
 | Ethereal Blade | 1 | 16.67% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 16.67% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:11 | 03:11 | 03:11 | 03:11 | 03:11 | 03:11 | 00:00 | 00:00 |