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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 | |
 | Glimmer Cape | 10 | 35.71% | 100.0 | 80.00% | +52.22% | +20.00% | +20.00% | 0.00% | 28:51 | 23:03 | 26:42 | 28:22 | 31:06 | 35:58 | 04:24 | 03:15 |
 | Fluffy Hat | 18 | 64.29% | 97.1 | 66.67% | +56.67% | -6.67% | -16.67% | -1.09% | 17:20 | 03:54 | 11:07 | 17:41 | 20:18 | 35:47 | 09:11 | 06:48 |
 | Force Staff | 11 | 39.29% | 94.1 | 72.73% | +43.32% | +27.27% | -6.06% | -3.12% | 28:42 | 20:59 | 23:47 | 27:36 | 34:28 | 35:47 | 10:41 | 07:54 |
 | Arcane Boots | 3 | 10.71% | 91.2 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 26:56 | 19:20 | 19:20 | 20:18 | 41:09 | 41:09 | 21:49 | 16:09 |
 | Wind Lace | 20 | 71.43% | 88.2 | 55.00% | +30.00% | +25.00% | +5.00% | -1.49% | 15:29 | 05:02 | 07:10 | 15:20 | 20:34 | 32:11 | 13:24 | 09:55 |
 | Magic Stick | 26 | 92.86% | 85.3 | 50.00% | +50.00% | -7.14% | +33.33% | 5.21% | 05:55 | -01:30 | 01:43 | 04:39 | 09:29 | 19:46 | 07:46 | 05:45 |
 | Tranquil Boots | 14 | 50.00% | 82.4 | 57.14% | +21.43% | -7.14% | +9.53% | 1.29% | 20:33 | 06:44 | 13:07 | 19:52 | 26:02 | 34:50 | 12:55 | 09:34 |
 | Aghanim's Shard | 27 | 96.43% | 79.4 | 48.15% | +48.15% | +8.99% | +8.99% | 0.00% | 16:01 | 15:00 | 15:03 | 15:51 | 16:40 | 18:13 | 01:37 | 01:11 |
 | Magic Wand | 25 | 89.29% | 76.5 | 48.00% | +14.67% | -31.33% | +35.33% | 6.44% | 11:28 | 04:13 | 06:45 | 10:41 | 17:06 | 20:08 | 10:21 | 07:40 |
 | Boots of Speed | 28 | 100.00% | 73.5 | 46.43% | +46.43% | +25.00% | -17.86% | -13.26% | 07:52 | -01:29 | 05:43 | 06:53 | 08:57 | 26:29 | 03:14 | 02:23 |
 | Ghost Scepter | 4 | 14.29% | 70.6 | 75.00% | +33.33% | +25.00% | +25.00% | 0.00% | 29:45 | 23:12 | 23:12 | 27:56 | 29:57 | 37:56 | 06:45 | 05:00 |
 | Wraith Band | 5 | 17.86% | 67.6 | 60.00% | +16.52% | -60.00% | +40.00% | 4.12% | 21:27 | 03:32 | 03:32 | 25:36 | 27:50 | 31:52 | 24:18 | 18:00 |
 | Boots of Bearing | 3 | 10.71% | 64.7 | 66.67% | +22.67% | +33.33% | 0.00% | 0.00% | 35:39 | 26:23 | 26:23 | 38:25 | 42:09 | 42:09 | 15:46 | 11:40 |
 | Quelling Blade | 3 | 10.71% | 61.8 | 66.67% | +22.67% | +33.33% | 0.00% | 0.00% | 04:09 | -01:29 | -01:29 | -01:29 | 15:26 | 15:26 | 16:55 | 12:31 |
 | Drum of Endurance | 8 | 28.57% | 58.8 | 37.50% | -12.50% | +12.50% | +62.50% | 4.12% | 28:44 | 18:33 | 19:31 | 27:51 | 31:39 | 42:09 | 12:08 | 08:59 |
 | Blight Stone | 1 | 3.57% | 55.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Solar Crest | 1 | 3.57% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 43:11 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 3.57% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 44:29 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 3.57% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 1:05:23 | 00:00 | 00:00 |
 | Kaya | 1 | 3.57% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 53:37 | 00:00 | 00:00 |
 | Chainmail | 1 | 3.57% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 38:51 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 3.57% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 3.57% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 32:33 | 00:00 | 00:00 |
 | Ring of Health | 1 | 3.57% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 32:00 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 3.57% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 54:12 | 00:00 | 00:00 |
 | Crown | 6 | 21.43% | 26.5 | 33.33% | -16.67% | -33.33% | +66.67% | 27.52% | 23:15 | 11:30 | 19:12 | 20:40 | 22:50 | 42:32 | 03:38 | 02:41 |
 | Veil of Discord | 4 | 14.29% | 23.5 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 23:31 | 22:23 | 22:23 | 23:08 | 24:11 | 24:20 | 01:48 | 01:20 |
 | Ring of Basilius | 5 | 17.86% | 20.6 | 20.00% | -32.17% | +80.00% | -20.00% | -7.78% | 15:45 | 06:53 | 06:53 | 17:45 | 19:44 | 22:50 | 12:51 | 09:31 |
 | Crystalys | 1 | 3.57% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 18:37 | 00:00 | 00:00 |
 | Black King Bar | 2 | 7.14% | 14.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 41:04 | 25:47 | 25:47 | 56:21 | 56:21 | 56:21 | 30:34 | 22:38 |
 | Aghanim's Scepter | 1 | 3.57% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 15:19 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 3.57% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 48:26 | 00:00 | 00:00 |
 | Power Treads | 1 | 3.57% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:16 | 06:16 | 06:16 | 06:16 | 06:16 | 06:16 | 00:00 | 00:00 |
 | Void Stone | 1 | 3.57% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 48:12 | 00:00 | 00:00 |