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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 | 5 | 45.45% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 29:55 | 26:09 | 26:09 | 28:36 | 31:22 | 36:58 | 05:13 | 03:51 |
 | Buckler | 4 | 36.36% | 96.3 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 37:31 | 32:29 | 32:29 | 33:02 | 36:13 | 48:21 | 03:44 | 02:45 |
 | Heart of Tarrasque | 3 | 27.27% | 92.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 26:27 | 22:19 | 22:19 | 25:11 | 31:52 | 31:52 | 09:33 | 07:04 |
 | Assault Cuirass | 3 | 27.27% | 88.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:52 | 34:30 | 34:30 | 36:29 | 48:38 | 48:38 | 14:08 | 10:28 |
 | Black King Bar | 10 | 90.91% | 85.2 | 70.00% | +70.00% | -36.67% | +30.00% | 29.41% | 19:31 | 17:36 | 18:28 | 19:13 | 20:44 | 21:21 | 02:16 | 01:40 |
 | Quelling Blade | 11 | 100.00% | 81.5 | 63.64% | +63.64% | +3.03% | +36.36% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:27 | 00:00 | 00:00 |
 | Boots of Speed | 11 | 100.00% | 77.8 | 63.64% | +63.64% | +3.03% | +3.03% | 0.00% | 04:03 | 02:53 | 03:25 | 04:13 | 04:19 | 05:08 | 00:54 | 00:40 |
 | Power Treads | 11 | 100.00% | 74.1 | 63.64% | +63.64% | +3.03% | +36.36% | 33.33% | 05:45 | 05:00 | 05:15 | 05:46 | 05:50 | 06:38 | 00:35 | 00:25 |
 | Armlet of Mordiggian | 7 | 63.64% | 70.4 | 71.43% | +21.43% | +28.57% | -21.43% | -50.00% | 11:00 | 10:10 | 10:28 | 10:59 | 11:16 | 11:48 | 00:48 | 00:35 |
 | Helm of Iron Will | 7 | 63.64% | 66.7 | 71.43% | +21.43% | -21.43% | +28.57% | 50.00% | 08:57 | 07:16 | 08:26 | 08:57 | 09:21 | 10:10 | 00:55 | 00:40 |
 | Aghanim's Shard | 7 | 63.64% | 63.0 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 26:02 | 21:15 | 22:07 | 26:55 | 27:51 | 33:09 | 05:44 | 04:14 |
 | Ring of Protection | 7 | 63.64% | 59.3 | 71.43% | +21.43% | -21.43% | +28.57% | 5.88% | 12:26 | 00:10 | 03:04 | 03:25 | 11:34 | 33:02 | 08:30 | 06:17 |
 | Magic Stick | 10 | 90.91% | 55.6 | 60.00% | -40.00% | +6.67% | -60.00% | -66.67% | -00:57 | -01:29 | -01:29 | -01:29 | -01:25 | 01:30 | 00:04 | 00:02 |
 | Ring of Health | 2 | 18.18% | 51.9 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 39:43 | 38:42 | 38:42 | 40:44 | 40:44 | 40:44 | 02:02 | 01:30 |
 | Vanguard | 2 | 18.18% | 48.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 39:44 | 38:43 | 38:43 | 40:44 | 40:44 | 40:44 | 02:01 | 01:29 |
 | Abyssal Blade | 2 | 18.18% | 44.4 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 39:45 | 38:43 | 38:43 | 40:46 | 40:46 | 40:46 | 02:03 | 01:31 |
 | Skull Basher | 4 | 36.36% | 40.7 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 36:00 | 32:30 | 32:30 | 34:47 | 38:13 | 38:30 | 05:43 | 04:14 |
 | Echo Sabre | 4 | 36.36% | 37.0 | 75.00% | +17.86% | +25.00% | -75.00% | 0.00% | 16:21 | 13:33 | 13:33 | 14:01 | 15:09 | 22:42 | 01:36 | 01:11 |
 | Blink Dagger | 4 | 36.36% | 33.3 | 75.00% | +17.86% | -75.00% | +25.00% | 0.00% | 19:57 | 10:38 | 10:38 | 15:24 | 23:15 | 30:32 | 12:37 | 09:20 |
 | Magic Wand | 7 | 63.64% | 29.6 | 57.14% | -17.86% | +42.86% | -7.14% | -38.96% | 02:22 | 00:46 | 00:51 | 00:55 | 02:08 | 07:35 | 01:17 | 00:57 |
 | Soul Ring | 5 | 45.45% | 25.9 | 60.00% | -6.67% | -60.00% | -60.00% | 0.00% | 05:19 | 00:56 | 00:56 | 04:22 | 04:31 | 12:47 | 03:35 | 02:39 |
 | Hand of Midas | 3 | 27.27% | 22.2 | 66.67% | +4.17% | -66.67% | 0.00% | 0.00% | 10:37 | 10:11 | 10:11 | 10:48 | 10:51 | 10:51 | 00:40 | 00:29 |
 | Shadow Blade | 3 | 27.27% | 18.5 | 66.67% | +4.17% | -66.67% | 0.00% | 0.00% | 23:42 | 20:38 | 20:38 | 25:08 | 25:21 | 25:21 | 04:43 | 03:29 |
 | Manta Style | 1 | 9.09% | 14.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Yasha | 1 | 9.09% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 26:28 | 00:00 | 00:00 |
 | Sange | 2 | 18.18% | 7.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 14:43 | 14:23 | 14:23 | 15:02 | 15:02 | 15:02 | 00:39 | 00:28 |
 | Heaven's Halberd | 2 | 18.18% | 3.7 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 19:45 | 16:05 | 16:05 | 23:25 | 23:25 | 23:25 | 07:20 | 05:25 |