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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 | |
 | Shiva's Guard | 3 | 37.50% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 34:05 | 23:11 | 23:11 | 27:50 | 51:13 | 51:13 | 28:02 | 20:45 |
 | Scythe of Vyse | 2 | 25.00% | 96.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 32:55 | 30:27 | 30:27 | 35:23 | 35:23 | 35:23 | 04:56 | 03:39 |
 | Kaya and Sange | 2 | 25.00% | 92.6 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 16:09 | 15:51 | 15:51 | 16:26 | 16:26 | 16:26 | 00:35 | 00:25 |
 | Sange | 2 | 25.00% | 88.9 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 16:09 | 15:51 | 15:51 | 16:26 | 16:26 | 16:26 | 00:35 | 00:25 |
 | Bottle | 8 | 100.00% | 85.2 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 01:39 | 01:11 | 01:12 | 01:23 | 01:51 | 02:49 | 00:39 | 00:28 |
 | Power Treads | 8 | 100.00% | 81.5 | 50.00% | +50.00% | -50.00% | +50.00% | 36.81% | 10:27 | 07:41 | 07:55 | 09:33 | 10:38 | 14:44 | 02:43 | 02:00 |
 | Boots of Speed | 8 | 100.00% | 77.8 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 06:19 | 02:47 | 04:20 | 05:14 | 07:07 | 12:08 | 02:47 | 02:03 |
 | Void Stone | 5 | 62.50% | 74.1 | 60.00% | +26.67% | -60.00% | +40.00% | 7.32% | 25:34 | 15:44 | 15:44 | 24:10 | 29:24 | 35:23 | 13:40 | 10:07 |
 | Aghanim's Shard | 3 | 37.50% | 70.4 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 31:12 | 25:20 | 25:20 | 28:26 | 39:49 | 39:49 | 14:29 | 10:43 |
 | Kaya | 3 | 37.50% | 66.7 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 15:37 | 13:00 | 13:00 | 13:33 | 20:19 | 20:19 | 07:19 | 05:25 |
 | Ring of Health | 3 | 37.50% | 63.0 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 27:20 | 20:22 | 20:22 | 29:24 | 32:14 | 32:14 | 11:52 | 08:47 |
 | Null Talisman | 7 | 87.50% | 59.3 | 42.86% | -57.14% | -42.86% | +57.14% | 100.00% | 03:40 | 02:37 | 03:33 | 03:47 | 03:53 | 04:14 | 00:20 | 00:14 |
 | Black King Bar | 5 | 62.50% | 55.6 | 40.00% | -26.67% | +60.00% | -40.00% | -26.67% | 22:23 | 19:50 | 19:50 | 22:44 | 23:35 | 24:11 | 03:45 | 02:46 |
 | Orchid Malevolence | 5 | 62.50% | 51.9 | 40.00% | -26.67% | +60.00% | -40.00% | -21.20% | 14:37 | 11:46 | 11:46 | 15:40 | 16:29 | 16:57 | 04:43 | 03:29 |
 | Octarine Core | 1 | 12.50% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 40:46 | 00:00 | 00:00 |
 | Aether Lens | 1 | 12.50% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 40:37 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 12.50% | 40.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 35:06 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 12.50% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 39:22 | 00:00 | 00:00 |
 | Linken's Sphere | 2 | 25.00% | 33.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 27:46 | 24:28 | 24:28 | 31:03 | 31:03 | 31:03 | 06:35 | 04:52 |
 | Bloodthorn | 4 | 50.00% | 29.6 | 25.00% | -50.00% | -25.00% | +75.00% | 4.69% | 38:32 | 25:24 | 25:24 | 28:52 | 46:42 | 53:11 | 21:18 | 15:46 |
 | Magic Wand | 4 | 50.00% | 25.9 | 25.00% | -50.00% | +75.00% | -25.00% | -21.74% | 09:11 | 04:08 | 04:08 | 04:59 | 08:44 | 18:52 | 04:36 | 03:24 |
 | Magic Stick | 4 | 50.00% | 22.2 | 25.00% | -50.00% | +75.00% | -25.00% | -26.09% | 08:22 | 03:31 | 03:31 | 04:22 | 07:21 | 18:12 | 03:50 | 02:50 |
 | Assault Cuirass | 1 | 12.50% | 18.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 12.50% | 14.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 15:47 | 00:00 | 00:00 |
 | Buckler | 1 | 12.50% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Wind Lace | 1 | 12.50% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:07 | 14:07 | 14:07 | 14:07 | 14:07 | 14:07 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 12.50% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |