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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 | 3 | 50.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 20:52 | 17:13 | 17:13 | 18:14 | 27:10 | 27:10 | 09:57 | 07:22 |
 | Boots of Travel | 2 | 33.33% | 96.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 38:55 | 28:31 | 28:31 | 49:18 | 49:18 | 49:18 | 20:47 | 15:23 |
 | Magic Stick | 6 | 100.00% | 93.8 | 66.67% | +66.67% | -16.67% | +33.33% | 9.46% | 02:57 | -01:30 | -01:29 | -01:29 | 06:46 | 12:03 | 08:15 | 06:06 |
 | Boots of Speed | 6 | 100.00% | 90.6 | 66.67% | +66.67% | +33.33% | -66.67% | -100.00% | 05:44 | 04:04 | 04:39 | 05:13 | 05:19 | 09:52 | 00:40 | 00:29 |
 | Arcane Boots | 3 | 50.00% | 87.5 | 66.67% | 0.00% | +33.33% | 0.00% | -11.49% | 09:51 | 08:33 | 08:33 | 09:33 | 11:27 | 11:27 | 02:54 | 02:08 |
 | Dagon | 3 | 50.00% | 84.4 | 66.67% | 0.00% | +33.33% | 0.00% | -5.70% | 19:35 | 17:04 | 17:04 | 18:45 | 22:55 | 22:55 | 05:51 | 04:20 |
 | Diadem | 3 | 50.00% | 81.3 | 66.67% | 0.00% | +33.33% | 0.00% | -3.56% | 15:47 | 12:27 | 12:27 | 13:05 | 21:48 | 21:48 | 09:21 | 06:55 |
 | Magic Wand | 4 | 66.67% | 78.1 | 50.00% | -50.00% | +50.00% | +50.00% | 0.00% | 09:17 | 05:12 | 05:12 | 07:22 | 11:58 | 12:34 | 06:46 | 05:00 |
 | Force Staff | 1 | 16.67% | 75.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 20:02 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 16.67% | 71.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Ring of Health | 1 | 16.67% | 68.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 16.67% | 65.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 24:57 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 16.67% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 33:34 | 00:00 | 00:00 |
 | Crown | 1 | 16.67% | 59.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 16.67% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:28 | 05:28 | 05:28 | 05:28 | 05:28 | 05:28 | 00:00 | 00:00 |
 | Headdress | 1 | 16.67% | 53.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 27:41 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 16.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 16.67% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 10:08 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 16.67% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:05 | 17:05 | 17:05 | 17:05 | 17:05 | 17:05 | 00:00 | 00:00 |
 | Bracer | 1 | 16.67% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 02:49 | 00:00 | 00:00 |
 | Kaya | 2 | 33.33% | 37.5 | 50.00% | -25.00% | +50.00% | 0.00% | -22.73% | 24:42 | 23:36 | 23:36 | 25:48 | 25:48 | 25:48 | 02:12 | 01:37 |
 | Aghanim's Shard | 2 | 33.33% | 34.4 | 50.00% | -25.00% | +50.00% | 0.00% | -22.39% | 20:31 | 19:24 | 19:24 | 21:38 | 21:38 | 21:38 | 02:14 | 01:39 |
 | Wind Lace | 2 | 33.33% | 31.3 | 50.00% | -25.00% | +50.00% | 0.00% | -7.83% | 03:12 | -01:29 | -01:29 | 07:52 | 07:52 | 07:52 | 09:21 | 06:55 |
 | Bottle | 2 | 33.33% | 28.1 | 50.00% | -25.00% | +50.00% | 0.00% | -50.00% | 01:46 | 01:22 | 01:22 | 02:09 | 02:09 | 02:09 | 00:47 | 00:34 |
 | Dagon (level 3) | 2 | 33.33% | 25.0 | 50.00% | -25.00% | +50.00% | 0.00% | -2.42% | 48:30 | 38:10 | 38:10 | 58:50 | 58:50 | 58:50 | 20:40 | 15:18 |
 | Dagon (level 2) | 2 | 33.33% | 21.9 | 50.00% | -25.00% | +50.00% | 0.00% | -2.68% | 47:30 | 38:10 | 38:10 | 56:50 | 56:50 | 56:50 | 18:40 | 13:49 |
 | Ghost Scepter | 2 | 33.33% | 18.8 | 50.00% | -25.00% | +50.00% | 0.00% | -31.91% | 32:05 | 31:18 | 31:18 | 32:52 | 32:52 | 32:52 | 01:34 | 01:09 |
 | Ethereal Blade | 2 | 33.33% | 15.6 | 50.00% | -25.00% | +50.00% | 0.00% | -37.50% | 34:56 | 34:16 | 34:16 | 35:36 | 35:36 | 35:36 | 01:20 | 00:59 |
 | Aghanim's Scepter | 1 | 16.67% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 49:09 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 16.67% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 25:53 | 00:00 | 00:00 |
 | Wraith Band | 1 | 16.67% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 03:55 | 00:00 | 00:00 |
 | Void Stone | 1 | 16.67% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 00:00 | 00:00 |