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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 | |
 | Assault Cuirass | 2 | 28.57% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 33:31 | 31:14 | 31:14 | 35:47 | 35:47 | 35:47 | 04:33 | 03:22 |
 | Vladmir's Offering | 5 | 71.43% | 96.0 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 17:57 | 14:13 | 14:13 | 16:37 | 21:46 | 21:48 | 07:33 | 05:35 |
 | Quelling Blade | 5 | 71.43% | 92.0 | 40.00% | +40.00% | -40.00% | +60.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 5 | 71.43% | 88.0 | 40.00% | +40.00% | -40.00% | +60.00% | 8.26% | 09:56 | 01:30 | 01:30 | 10:10 | 13:36 | 19:33 | 12:06 | 08:57 |
 | Morbid Mask | 5 | 71.43% | 84.0 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 16:10 | 12:22 | 12:22 | 14:11 | 20:36 | 20:46 | 08:14 | 06:05 |
 | Buckler | 5 | 71.43% | 80.0 | 40.00% | +40.00% | +60.00% | -40.00% | -10.66% | 14:52 | 10:10 | 10:10 | 13:36 | 19:33 | 20:46 | 09:23 | 06:57 |
 | Ring of Basilius | 5 | 71.43% | 76.0 | 40.00% | +40.00% | -40.00% | +60.00% | 12.02% | 11:40 | 06:28 | 06:28 | 09:26 | 14:47 | 19:31 | 08:19 | 06:09 |
 | Magic Wand | 6 | 85.71% | 72.0 | 33.33% | +33.33% | +16.67% | -33.33% | -38.46% | 08:52 | 02:12 | 07:25 | 08:06 | 08:43 | 18:03 | 01:18 | 00:57 |
 | Boots of Speed | 7 | 100.00% | 68.0 | 28.57% | +28.57% | +21.43% | -28.57% | -11.45% | 07:55 | 02:50 | 04:21 | 08:04 | 08:43 | 17:44 | 04:22 | 03:14 |
 | Magic Stick | 7 | 100.00% | 64.0 | 28.57% | +28.57% | -28.57% | +21.43% | 12.10% | 02:11 | -01:29 | -01:29 | -01:29 | 05:37 | 08:05 | 07:06 | 05:15 |
 | Helm of Iron Will | 2 | 28.57% | 60.0 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 21:04 | 14:02 | 14:02 | 28:06 | 28:06 | 28:06 | 14:04 | 10:25 |
 | Wind Lace | 2 | 28.57% | 56.0 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 07:23 | 04:10 | 04:10 | 10:36 | 10:36 | 10:36 | 06:26 | 04:45 |
 | Crimson Guard | 2 | 28.57% | 52.0 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 22:42 | 16:25 | 16:25 | 28:58 | 28:58 | 28:58 | 12:33 | 09:17 |
 | Tranquil Boots | 2 | 28.57% | 48.0 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 07:45 | 04:54 | 04:54 | 10:36 | 10:36 | 10:36 | 05:42 | 04:13 |
 | Vanguard | 2 | 28.57% | 44.0 | 50.00% | +30.00% | -50.00% | 0.00% | 0.00% | 05:52 | 05:20 | 05:20 | 06:24 | 06:24 | 06:24 | 01:04 | 00:47 |
 | Blink Dagger | 3 | 42.86% | 40.0 | 33.33% | +8.33% | +66.67% | 0.00% | 0.00% | 22:45 | 17:53 | 17:53 | 22:49 | 27:34 | 27:34 | 09:41 | 07:10 |
 | Chainmail | 3 | 42.86% | 36.0 | 33.33% | +8.33% | -33.33% | 0.00% | 0.00% | 08:50 | 04:39 | 04:39 | 10:30 | 11:20 | 11:20 | 06:41 | 04:57 |
 | Ring of Health | 3 | 42.86% | 32.0 | 33.33% | +8.33% | -33.33% | 0.00% | 0.00% | 04:28 | 02:55 | 02:55 | 03:50 | 06:39 | 06:39 | 03:44 | 02:45 |
 | Phase Boots | 3 | 42.86% | 28.0 | 33.33% | +8.33% | -33.33% | 0.00% | 0.00% | 10:38 | 08:52 | 08:52 | 11:09 | 11:53 | 11:53 | 03:01 | 02:14 |
 | Wraith Pact | 3 | 42.86% | 24.0 | 33.33% | +8.33% | -33.33% | 0.00% | 0.00% | 20:59 | 18:13 | 18:13 | 19:35 | 25:08 | 25:08 | 06:55 | 05:07 |
 | Aghanim's Scepter | 3 | 42.86% | 20.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 23:52 | 15:57 | 15:57 | 22:54 | 32:44 | 32:44 | 16:47 | 12:25 |
 | Urn of Shadows | 2 | 28.57% | 16.0 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 07:22 | 06:46 | 06:46 | 07:57 | 07:57 | 07:57 | 01:11 | 00:52 |
 | Bracer | 4 | 57.14% | 12.0 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 01:56 | 01:18 | 01:18 | 01:51 | 02:03 | 02:31 | 00:45 | 00:33 |
 | Aeon Disk | 1 | 14.29% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 44:30 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 14.29% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:42 | 13:42 | 13:42 | 13:42 | 13:42 | 13:42 | 00:00 | 00:00 |