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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 | |
 | Lotus Orb | 3 | 10.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 40:49 | 39:41 | 39:41 | 39:45 | 43:01 | 43:01 | 03:20 | 02:28 |
 | Ring of Health | 9 | 30.00% | 97.3 | 66.67% | +38.10% | +33.33% | -16.67% | -9.43% | 21:00 | 13:28 | 16:06 | 19:29 | 21:24 | 39:41 | 05:18 | 03:55 |
 | Headdress | 5 | 16.67% | 94.6 | 80.00% | +48.00% | +20.00% | +20.00% | 0.00% | 25:45 | 22:59 | 22:59 | 25:43 | 27:01 | 27:22 | 04:02 | 02:59 |
 | Pipe of Insight | 5 | 16.67% | 91.9 | 80.00% | +48.00% | +20.00% | -80.00% | -28.71% | 28:14 | 25:59 | 25:59 | 28:25 | 29:28 | 29:40 | 03:29 | 02:34 |
 | Ring of Protection | 13 | 43.33% | 89.2 | 53.85% | +24.44% | -53.85% | +12.82% | 3.98% | 11:05 | -01:29 | -01:29 | 09:59 | 18:13 | 24:47 | 19:42 | 14:35 |
 | Hood of Defiance | 8 | 26.67% | 86.5 | 62.50% | +30.68% | +37.50% | -12.50% | -14.85% | 18:54 | 13:41 | 16:14 | 19:08 | 19:36 | 23:51 | 03:22 | 02:29 |
 | Wind Lace | 29 | 96.67% | 83.8 | 41.38% | +41.38% | +1.48% | +1.48% | 0.00% | 01:51 | -01:29 | -01:29 | -01:28 | 04:59 | 12:07 | 06:28 | 04:47 |
 | Magic Wand | 29 | 96.67% | 81.1 | 41.38% | +41.38% | +1.48% | +1.48% | 0.00% | 12:48 | 06:13 | 10:25 | 12:01 | 13:16 | 36:37 | 02:51 | 02:06 |
 | Tranquil Boots | 29 | 96.67% | 78.4 | 41.38% | +41.38% | -12.81% | +15.76% | 8.32% | 08:34 | 04:34 | 06:25 | 08:22 | 09:51 | 13:47 | 03:26 | 02:32 |
 | Fluffy Hat | 20 | 66.67% | 75.7 | 45.00% | +15.00% | -5.00% | -5.00% | 0.00% | 15:30 | 08:26 | 11:54 | 13:24 | 15:35 | 26:59 | 03:41 | 02:43 |
 | Boots of Speed | 30 | 100.00% | 73.0 | 40.00% | +40.00% | -15.00% | +17.14% | 11.34% | 04:57 | -01:29 | 04:18 | 05:37 | 07:08 | 09:56 | 02:50 | 02:05 |
 | Magic Stick | 30 | 100.00% | 70.3 | 40.00% | +40.00% | -15.00% | +2.86% | 2.33% | 05:17 | -01:29 | 01:24 | 06:02 | 09:04 | 13:07 | 07:40 | 05:40 |
 | Aghanim's Scepter | 4 | 13.33% | 67.6 | 75.00% | +40.38% | +25.00% | +25.00% | 0.00% | 30:29 | 27:24 | 27:24 | 28:07 | 30:25 | 36:01 | 03:01 | 02:14 |
 | Chainmail | 2 | 6.67% | 64.9 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 24:01 | 17:26 | 17:26 | 30:35 | 30:35 | 30:35 | 13:09 | 09:44 |
 | Buckler | 2 | 6.67% | 62.2 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 21:31 | 18:14 | 18:14 | 24:47 | 24:47 | 24:47 | 06:33 | 04:51 |
 | Soul Ring | 8 | 26.67% | 59.5 | 50.00% | +13.64% | 0.00% | 0.00% | 0.00% | 14:47 | 09:41 | 09:51 | 12:51 | 16:20 | 23:48 | 06:29 | 04:48 |
 | Glimmer Cape | 5 | 16.67% | 56.8 | 60.00% | +24.00% | -60.00% | -60.00% | 0.00% | 22:52 | 19:22 | 19:22 | 22:17 | 23:54 | 27:48 | 04:32 | 03:21 |
 | Void Stone | 5 | 16.67% | 54.1 | 60.00% | +24.00% | +40.00% | -60.00% | -21.98% | 39:34 | 36:23 | 36:23 | 39:11 | 40:56 | 43:51 | 04:33 | 03:22 |
 | Force Staff | 10 | 33.33% | 51.4 | 30.00% | -15.00% | -30.00% | -30.00% | 0.00% | 22:28 | 18:42 | 19:25 | 19:47 | 26:44 | 28:58 | 07:19 | 05:25 |
 | Blight Stone | 1 | 3.33% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 00:00 | 00:00 |
 | Crown | 1 | 3.33% | 45.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.33% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 24:15 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 3.33% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 27:02 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 3.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 42:35 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.33% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 17:26 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 3.33% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 18:15 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 3.33% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 22:58 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.33% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 20:48 | 00:00 | 00:00 |
 | Urn of Shadows | 2 | 6.67% | 24.3 | 50.00% | +10.71% | +50.00% | 0.00% | 0.00% | 10:35 | 09:19 | 09:19 | 11:51 | 11:51 | 11:51 | 02:32 | 01:52 |
 | Aghanim's Shard | 2 | 6.67% | 21.6 | 50.00% | +10.71% | -50.00% | 0.00% | 0.00% | 30:34 | 26:35 | 26:35 | 34:32 | 34:32 | 34:32 | 07:57 | 05:53 |
 | Heaven's Halberd | 1 | 3.33% | 18.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 23:37 | 00:00 | 00:00 |
 | Drum of Endurance | 4 | 13.33% | 16.2 | 0.00% | -46.15% | 0.00% | 0.00% | 0.00% | 19:27 | 16:59 | 16:59 | 18:23 | 18:44 | 23:43 | 01:45 | 01:17 |
 | Sange | 1 | 3.33% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 |
 | Black King Bar | 1 | 3.33% | 10.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 49:18 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 2 | 6.67% | 8.1 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 41:24 | 38:56 | 38:56 | 43:51 | 43:51 | 43:51 | 04:55 | 03:38 |
 | Ghost Scepter | 3 | 10.00% | 5.4 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 27:52 | 24:43 | 24:43 | 26:30 | 32:23 | 32:23 | 07:40 | 05:40 |
 | Boots of Bearing | 1 | 3.33% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 41:17 | 00:00 | 00:00 |