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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 | |
 | Eye of Skadi | 6 | 54.55% | 100.0 | 83.33% | +63.33% | +16.67% | +16.67% | 0.00% | 31:08 | 27:52 | 30:10 | 30:34 | 32:21 | 34:24 | 02:11 | 01:37 |
 | Blink Dagger | 3 | 27.27% | 96.6 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 48:58 | 43:20 | 43:20 | 46:06 | 57:29 | 57:29 | 14:09 | 10:28 |
 | Swift Blink | 3 | 27.27% | 93.1 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 52:43 | 44:11 | 44:11 | 55:45 | 58:12 | 58:12 | 14:01 | 10:22 |
 | Refresher Orb | 5 | 45.45% | 89.7 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 44:39 | 36:40 | 36:40 | 41:32 | 45:04 | 60:38 | 08:24 | 06:13 |
 | Mjollnir | 10 | 90.91% | 86.2 | 60.00% | +60.00% | +6.67% | +40.00% | 3.31% | 32:31 | 22:15 | 27:27 | 30:33 | 37:32 | 45:10 | 10:05 | 07:28 |
 | Power Treads | 11 | 100.00% | 82.8 | 54.55% | +54.55% | -21.22% | +45.45% | 66.67% | 07:45 | 05:08 | 06:01 | 06:33 | 06:44 | 17:14 | 00:43 | 00:31 |
 | Javelin | 11 | 100.00% | 79.3 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 12:31 | 09:40 | 11:44 | 13:01 | 13:09 | 14:33 | 01:25 | 01:02 |
 | Magic Stick | 11 | 100.00% | 75.9 | 54.55% | +54.55% | -21.22% | +12.12% | 7.27% | 03:54 | -01:30 | -01:29 | 01:56 | 06:04 | 13:26 | 07:33 | 05:35 |
 | Maelstrom | 11 | 100.00% | 72.4 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 15:49 | 12:43 | 15:39 | 15:55 | 16:39 | 17:20 | 01:00 | 00:44 |
 | Quelling Blade | 11 | 100.00% | 69.0 | 54.55% | +54.55% | +12.12% | -21.22% | 0.00% | -01:29 | -01:30 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Black King Bar | 11 | 100.00% | 65.5 | 54.55% | +54.55% | +12.12% | -21.22% | -17.39% | 22:37 | 19:01 | 21:32 | 23:05 | 23:27 | 24:58 | 01:55 | 01:25 |
 | Boots of Speed | 11 | 100.00% | 62.1 | 54.55% | +54.55% | -21.22% | +12.12% | 22.48% | 05:16 | 02:16 | 03:46 | 04:32 | 05:15 | 10:59 | 01:29 | 01:05 |
 | Moon Shard | 2 | 18.18% | 58.6 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 1:05:38 | 1:02:29 | 1:02:29 | 1:08:47 | 1:08:47 | 1:08:47 | 06:18 | 04:40 |
 | Magic Wand | 9 | 81.82% | 55.2 | 55.56% | +5.56% | -5.56% | -5.56% | 0.00% | 09:18 | 02:06 | 02:55 | 10:29 | 11:49 | 19:35 | 08:54 | 06:35 |
 | Mask of Madness | 8 | 72.73% | 51.7 | 50.00% | -16.67% | 0.00% | +50.00% | 50.00% | 10:53 | 08:17 | 10:23 | 11:05 | 11:21 | 12:08 | 00:58 | 00:42 |
 | Morbid Mask | 8 | 72.73% | 48.3 | 50.00% | -16.67% | 0.00% | 0.00% | 0.00% | 09:02 | 06:04 | 07:55 | 08:15 | 09:55 | 11:38 | 02:00 | 01:28 |
 | Void Stone | 8 | 72.73% | 44.8 | 50.00% | -16.67% | -50.00% | 0.00% | 7.21% | 35:38 | 30:02 | 30:30 | 36:13 | 37:26 | 41:11 | 06:56 | 05:08 |
 | Ring of Health | 8 | 72.73% | 41.4 | 50.00% | -16.67% | -50.00% | 0.00% | 9.80% | 35:46 | 30:30 | 31:49 | 36:06 | 36:55 | 41:11 | 05:06 | 03:46 |
 | Wraith Band | 8 | 72.73% | 37.9 | 50.00% | -16.67% | +50.00% | -50.00% | -100.00% | 05:01 | 01:32 | 01:33 | 02:03 | 02:23 | 25:49 | 00:50 | 00:37 |
 | Hand of Midas | 3 | 27.27% | 34.5 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 09:28 | 07:53 | 07:53 | 09:14 | 11:18 | 11:18 | 03:25 | 02:31 |
 | Linken's Sphere | 7 | 63.64% | 31.0 | 42.86% | -32.14% | -42.86% | +7.14% | 0.00% | 37:53 | 31:48 | 31:49 | 37:30 | 38:11 | 47:43 | 06:22 | 04:42 |
 | Nullifier | 1 | 9.09% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 00:00 | 00:00 |
 | Buckler | 1 | 9.09% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Butterfly | 1 | 9.09% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:55 | 50:55 | 50:55 | 50:55 | 50:55 | 50:55 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 9.09% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 38:44 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 9.09% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:43 | 28:43 | 28:43 | 28:43 | 28:43 | 28:43 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 9.09% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 37:47 | 00:00 | 00:00 |
 | Aghanim's Shard | 4 | 36.36% | 6.9 | 25.00% | -46.43% | -25.00% | -25.00% | 0.00% | 31:56 | 23:23 | 23:23 | 31:40 | 33:29 | 39:12 | 10:06 | 07:28 |
 | Satanic | 1 | 9.09% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 51:06 | 00:00 | 00:00 |