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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 | |
 | Urn of Shadows | 1 | 14.29% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 05:56 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 14.29% | 96.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:25 | 19:25 | 19:25 | 19:25 | 19:25 | 19:25 | 00:00 | 00:00 |
 | Ring of Protection | 2 | 28.57% | 93.8 | 50.00% | +50.00% | -50.00% | 0.00% | 50.00% | 01:56 | 01:45 | 01:45 | 02:06 | 02:06 | 02:06 | 00:21 | 00:15 |
 | Soul Ring | 2 | 28.57% | 90.6 | 50.00% | +50.00% | -50.00% | 0.00% | 36.59% | 08:12 | 07:31 | 07:31 | 08:53 | 08:53 | 08:53 | 01:22 | 01:00 |
 | Wind Lace | 3 | 42.86% | 87.5 | 33.33% | +33.33% | +66.67% | 0.00% | -5.90% | 14:55 | 08:33 | 08:33 | 16:22 | 19:51 | 19:51 | 11:18 | 08:22 |
 | Boots of Speed | 7 | 100.00% | 84.4 | 14.29% | +14.29% | -14.29% | +35.71% | 21.74% | 04:41 | 01:57 | 03:03 | 04:27 | 05:21 | 07:44 | 02:18 | 01:42 |
 | Magic Wand | 7 | 100.00% | 81.3 | 14.29% | +14.29% | +35.71% | -14.29% | -6.91% | 05:50 | -01:29 | -01:29 | 07:38 | 08:43 | 10:44 | 10:12 | 07:33 |
 | Aghanim's Shard | 5 | 71.43% | 78.1 | 20.00% | +20.00% | +80.00% | -20.00% | -9.88% | 27:50 | 21:09 | 21:09 | 27:10 | 31:16 | 37:44 | 10:07 | 07:29 |
 | Black King Bar | 5 | 71.43% | 75.0 | 20.00% | +20.00% | +80.00% | -20.00% | -17.96% | 22:32 | 17:13 | 17:13 | 19:27 | 22:47 | 34:45 | 05:34 | 04:07 |
 | Ring of Health | 3 | 42.86% | 71.9 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 36:02 | 17:21 | 17:21 | 43:01 | 47:45 | 47:45 | 30:24 | 22:31 |
 | Drum of Endurance | 1 | 14.29% | 68.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 14.29% | 65.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Lotus Orb | 2 | 28.57% | 62.5 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 30:42 | 18:09 | 18:09 | 43:14 | 43:14 | 43:14 | 25:05 | 18:34 |
 | Aeon Disk | 1 | 14.29% | 59.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 21:58 | 00:00 | 00:00 |
 | Blight Stone | 1 | 14.29% | 56.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 17:58 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 14.29% | 53.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 14.29% | 50.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 07:00 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 14.29% | 46.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:33 | 07:33 | 07:33 | 07:33 | 07:33 | 07:33 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 14.29% | 43.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 28.57% | 40.6 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:33 | 33:33 | 34:08 | 34:08 | 34:08 | 00:35 | 00:25 |
 | Shiva's Guard | 1 | 14.29% | 37.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 28:34 | 00:00 | 00:00 |
 | Chainmail | 2 | 28.57% | 34.4 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 04:40 | 03:50 | 03:50 | 05:30 | 05:30 | 05:30 | 01:40 | 01:14 |
 | Eul's Scepter of Divinity | 1 | 14.29% | 31.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 28:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 14.29% | 28.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:57 | 55:57 | 55:57 | 55:57 | 55:57 | 55:57 | 00:00 | 00:00 |
 | Null Talisman | 2 | 28.57% | 25.0 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 05:58 | 02:05 | 02:05 | 09:51 | 09:51 | 09:51 | 07:46 | 05:45 |
 | Hand of Midas | 1 | 14.29% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Power Treads | 1 | 14.29% | 21.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 09:38 | 00:00 | 00:00 |
 | Void Stone | 4 | 57.14% | 15.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 33:33 | 15:16 | 15:16 | 28:08 | 43:01 | 47:45 | 27:45 | 20:33 |
 | Phase Boots | 2 | 28.57% | 12.5 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 06:10 | 06:03 | 06:03 | 06:16 | 06:16 | 06:16 | 00:13 | 00:09 |
 | Magic Stick | 5 | 71.43% | 9.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 01:14 | -01:29 | -01:29 | -01:29 | 02:41 | 07:58 | 04:10 | 03:05 |
 | Quelling Blade | 1 | 14.29% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:18 | 11:18 | 11:18 | 11:18 | 11:18 | 11:18 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 14.29% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 00:00 | 00:00 |