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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 | |
 | Ethereal Blade | 3 | 37.50% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 21:58 | 19:41 | 19:41 | 22:51 | 23:22 | 23:22 | 03:41 | 02:43 |
 | Ghost Scepter | 3 | 37.50% | 97.4 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 19:22 | 17:38 | 17:38 | 17:45 | 22:43 | 22:43 | 05:05 | 03:45 |
 | Kaya | 4 | 50.00% | 94.7 | 75.00% | +50.00% | +25.00% | -75.00% | -17.05% | 20:15 | 14:35 | 14:35 | 20:07 | 20:27 | 25:51 | 05:52 | 04:20 |
 | Ring of Protection | 7 | 87.50% | 92.1 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 10:04 | 01:10 | 02:09 | 06:49 | 07:35 | 41:59 | 05:26 | 04:01 |
 | Boots of Speed | 8 | 100.00% | 89.5 | 50.00% | +50.00% | 0.00% | +50.00% | 50.00% | 01:52 | -01:28 | 01:15 | 01:30 | 01:40 | 04:57 | 00:25 | 00:18 |
 | Spirit Vessel | 5 | 62.50% | 86.8 | 60.00% | +26.67% | +40.00% | -60.00% | -58.82% | 11:42 | 10:49 | 10:49 | 11:29 | 12:31 | 12:46 | 01:42 | 01:15 |
 | Aether Lens | 5 | 62.50% | 84.2 | 60.00% | +26.67% | +40.00% | -60.00% | -10.64% | 31:11 | 26:04 | 26:04 | 29:08 | 35:28 | 39:06 | 09:24 | 06:57 |
 | Ring of Health | 6 | 75.00% | 81.6 | 50.00% | 0.00% | 0.00% | +50.00% | 9.68% | 23:47 | 17:28 | 20:54 | 22:33 | 26:04 | 29:57 | 05:10 | 03:49 |
 | Urn of Shadows | 6 | 75.00% | 78.9 | 50.00% | 0.00% | +50.00% | -50.00% | -22.99% | 06:11 | 03:42 | 04:06 | 04:14 | 08:27 | 08:58 | 04:21 | 03:13 |
 | Void Stone | 7 | 87.50% | 76.3 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 22:10 | 17:09 | 17:36 | 22:33 | 24:43 | 26:04 | 07:07 | 05:16 |
 | Wind Lace | 7 | 87.50% | 73.7 | 42.86% | -57.14% | -42.86% | +7.14% | 6.19% | 08:20 | 02:03 | 03:12 | 08:59 | 11:17 | 12:22 | 08:05 | 05:59 |
 | Force Staff | 4 | 50.00% | 71.1 | 50.00% | 0.00% | -50.00% | +50.00% | 14.78% | 16:17 | 11:42 | 11:42 | 16:14 | 18:28 | 18:44 | 06:46 | 05:00 |
 | Fluffy Hat | 4 | 50.00% | 68.4 | 50.00% | 0.00% | -50.00% | +50.00% | 21.28% | 14:32 | 11:13 | 11:13 | 14:07 | 15:55 | 16:51 | 04:42 | 03:28 |
 | Octarine Core | 4 | 50.00% | 65.8 | 50.00% | 0.00% | +50.00% | -50.00% | -10.26% | 35:44 | 29:21 | 29:21 | 33:20 | 39:06 | 41:07 | 09:45 | 07:13 |
 | Linken's Sphere | 5 | 62.50% | 63.2 | 40.00% | -26.67% | +60.00% | -40.00% | -10.89% | 24:06 | 17:52 | 17:52 | 26:31 | 27:03 | 27:38 | 09:11 | 06:48 |
 | Hood of Defiance | 1 | 12.50% | 60.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Chainmail | 1 | 12.50% | 57.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 12.50% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Buckler | 1 | 12.50% | 52.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 12.50% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Null Talisman | 1 | 12.50% | 47.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:33 | 00:00 | 00:00 |
 | Mekansm | 1 | 12.50% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 14:49 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 12.50% | 42.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 42:00 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 12.50% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 41:59 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 12.50% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 33:19 | 00:00 | 00:00 |
 | Headdress | 1 | 12.50% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 13:09 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 25.00% | 31.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 07:02 | 04:26 | 04:26 | 09:38 | 09:38 | 09:38 | 05:12 | 03:51 |
 | Aghanim's Scepter | 2 | 25.00% | 28.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 43:58 | 34:37 | 34:37 | 53:18 | 53:18 | 53:18 | 18:41 | 13:50 |
 | Glimmer Cape | 2 | 25.00% | 26.3 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 19:11 | 13:44 | 13:44 | 24:38 | 24:38 | 24:38 | 10:54 | 08:04 |
 | Magic Wand | 2 | 25.00% | 23.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 11:14 | 09:38 | 09:38 | 12:49 | 12:49 | 12:49 | 03:11 | 02:21 |
 | Black King Bar | 3 | 37.50% | 21.1 | 33.33% | -26.67% | -33.33% | 0.00% | 2.83% | 27:14 | 19:30 | 19:30 | 30:56 | 31:16 | 31:16 | 11:46 | 08:42 |
 | Magic Stick | 3 | 37.50% | 18.4 | 33.33% | -26.67% | +66.67% | 0.00% | -47.06% | -00:01 | -01:29 | -01:29 | -01:28 | 02:54 | 02:54 | 04:23 | 03:14 |
 | Sange | 1 | 12.50% | 15.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 50:33 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 12.50% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 17:31 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 12.50% | 10.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:05 | 21:05 | 21:05 | 21:05 | 21:05 | 21:05 | 00:00 | 00:00 |
 | Kaya and Sange | 1 | 12.50% | 7.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 50:38 | 00:00 | 00:00 |
 | Aghanim's Shard | 3 | 37.50% | 5.3 | 0.00% | -80.00% | 0.00% | 0.00% | 0.00% | 27:10 | 23:11 | 23:11 | 27:50 | 30:29 | 30:29 | 07:18 | 05:24 |
 | Scythe of Vyse | 1 | 12.50% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |