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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 | |
 | Blink Dagger | 4 | 44.44% | 100.0 | 50.00% | +50.00% | +50.00% | -50.00% | -9.92% | 21:43 | 14:30 | 14:30 | 19:35 | 24:35 | 28:10 | 10:05 | 07:28 |
 | Blight Stone | 6 | 66.67% | 96.8 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aghanim's Shard | 7 | 77.78% | 93.5 | 28.57% | +28.57% | -28.57% | -28.57% | 0.00% | 22:45 | 18:58 | 21:10 | 22:44 | 23:03 | 26:21 | 01:53 | 01:23 |
 | Arcane Boots | 7 | 77.78% | 90.3 | 28.57% | +28.57% | -28.57% | +21.43% | 14.63% | 12:58 | 08:53 | 09:50 | 12:48 | 13:15 | 19:36 | 03:25 | 02:31 |
 | Magic Wand | 8 | 88.89% | 87.1 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 07:06 | 01:27 | 06:13 | 07:05 | 08:30 | 10:55 | 02:17 | 01:41 |
 | Boots of Speed | 9 | 100.00% | 83.9 | 22.22% | +22.22% | -22.22% | -22.22% | 0.00% | 04:33 | 01:42 | 03:11 | 04:32 | 05:33 | 07:12 | 02:22 | 01:45 |
 | Magic Stick | 9 | 100.00% | 80.6 | 22.22% | +22.22% | -22.22% | +27.78% | 11.45% | 03:17 | -01:29 | -01:29 | 03:00 | 05:51 | 10:23 | 07:20 | 05:25 |
 | Force Staff | 4 | 44.44% | 77.4 | 25.00% | +5.00% | -25.00% | -25.00% | 0.00% | 23:58 | 19:51 | 19:51 | 19:54 | 28:03 | 28:04 | 08:12 | 06:04 |
 | Fluffy Hat | 5 | 55.56% | 74.2 | 20.00% | -5.00% | -20.00% | +80.00% | 9.17% | 19:13 | 12:30 | 12:30 | 16:40 | 23:24 | 27:49 | 10:54 | 08:04 |
 | Guardian Greaves | 1 | 11.11% | 71.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |
 | Aether Lens | 4 | 44.44% | 67.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 29:14 | 15:37 | 15:37 | 28:52 | 30:10 | 42:17 | 14:33 | 10:46 |
 | Crown | 1 | 11.11% | 64.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 00:00 | 00:00 |
 | Octarine Core | 1 | 11.11% | 61.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 38:52 | 00:00 | 00:00 |
 | Glimmer Cape | 2 | 22.22% | 58.1 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 40:27 | 19:49 | 19:49 | 1:01:04 | 1:01:04 | 1:01:04 | 41:15 | 30:33 |
 | Kaya | 2 | 22.22% | 54.8 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 39:27 | 33:26 | 33:26 | 45:28 | 45:28 | 45:28 | 12:02 | 08:54 |
 | Spirit Vessel | 1 | 11.11% | 51.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 17:59 | 00:00 | 00:00 |
 | Lotus Orb | 3 | 33.33% | 48.4 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 38:39 | 32:03 | 32:03 | 35:13 | 48:42 | 48:42 | 16:39 | 12:20 |
 | Maelstrom | 1 | 11.11% | 45.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:27 | 1:08:27 | 1:08:27 | 1:08:27 | 1:08:27 | 1:08:27 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 11.11% | 41.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 1:01:46 | 00:00 | 00:00 |
 | Ethereal Blade | 2 | 22.22% | 38.7 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 43:41 | 38:04 | 38:04 | 49:18 | 49:18 | 49:18 | 11:14 | 08:19 |
 | Chainmail | 1 | 11.11% | 35.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 15:04 | 00:00 | 00:00 |
 | Headdress | 1 | 11.11% | 32.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 13:19 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 11.11% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Buckler | 1 | 11.11% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 00:00 | 00:00 |
 | Mekansm | 1 | 11.11% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Void Stone | 5 | 55.56% | 19.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:37 | 15:01 | 15:01 | 28:12 | 29:07 | 30:09 | 14:06 | 10:26 |
 | Ring of Health | 3 | 33.33% | 16.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 35:34 | 29:02 | 29:02 | 29:09 | 48:31 | 48:31 | 19:29 | 14:25 |
 | Ghost Scepter | 2 | 22.22% | 12.9 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 43:22 | 37:48 | 37:48 | 48:55 | 48:55 | 48:55 | 11:07 | 08:14 |
 | Ring of Protection | 2 | 22.22% | 9.7 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 13:23 | 08:51 | 08:51 | 17:54 | 17:54 | 17:54 | 09:03 | 06:42 |
 | Javelin | 1 | 11.11% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:27 | 1:08:27 | 1:08:27 | 1:08:27 | 1:08:27 | 1:08:27 | 00:00 | 00:00 |
 | Gleipnir | 1 | 11.11% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:35 | 1:08:35 | 1:08:35 | 1:08:35 | 1:08:35 | 1:08:35 | 00:00 | 00:00 |