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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 | |
 | Skull Basher | 4 | 66.67% | 100.0 | 50.00% | +50.00% | +50.00% | -50.00% | -4.32% | 35:53 | 23:01 | 23:01 | 24:54 | 46:11 | 49:27 | 23:10 | 17:09 |
 | Quelling Blade | 5 | 83.33% | 96.6 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Soul Ring | 5 | 83.33% | 93.1 | 40.00% | +40.00% | +60.00% | -40.00% | -93.75% | 08:09 | 07:17 | 07:17 | 07:46 | 08:21 | 09:41 | 01:04 | 00:47 |
 | Power Treads | 5 | 83.33% | 89.7 | 40.00% | +40.00% | +60.00% | +60.00% | 0.00% | 12:41 | 11:10 | 11:10 | 11:44 | 12:40 | 16:07 | 01:30 | 01:06 |
 | Ring of Health | 6 | 100.00% | 86.2 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 03:15 | 02:34 | 02:58 | 03:13 | 03:32 | 03:53 | 00:34 | 00:25 |
 | Vanguard | 6 | 100.00% | 82.8 | 33.33% | +33.33% | +16.67% | -33.33% | -46.88% | 06:22 | 05:16 | 05:43 | 06:33 | 06:47 | 07:10 | 01:04 | 00:47 |
 | Aghanim's Scepter | 6 | 100.00% | 79.3 | 33.33% | +33.33% | +66.67% | -33.33% | -35.71% | 17:24 | 14:52 | 16:05 | 17:24 | 18:53 | 19:23 | 02:48 | 02:04 |
 | Magic Wand | 6 | 100.00% | 75.9 | 33.33% | +33.33% | +16.67% | -33.33% | -13.76% | 09:48 | 07:17 | 08:06 | 08:20 | 11:44 | 14:13 | 03:38 | 02:41 |
 | Magic Stick | 6 | 100.00% | 72.4 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 00:26 | -01:29 | -01:29 | -01:29 | 00:53 | 07:41 | 02:22 | 01:45 |
 | Boots of Speed | 6 | 100.00% | 69.0 | 33.33% | +33.33% | +16.67% | -33.33% | -38.46% | 08:49 | 07:27 | 07:45 | 08:47 | 09:03 | 10:59 | 01:18 | 00:57 |
 | Ring of Protection | 6 | 100.00% | 65.5 | 33.33% | +33.33% | +66.67% | -33.33% | -41.96% | 11:12 | 06:15 | 06:40 | 07:00 | 09:03 | 31:12 | 02:23 | 01:45 |
 | Sange | 2 | 33.33% | 62.1 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 22:48 | 18:07 | 18:07 | 27:29 | 27:29 | 27:29 | 09:22 | 06:56 |
 | Heaven's Halberd | 2 | 33.33% | 58.6 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 25:04 | 20:28 | 20:28 | 29:40 | 29:40 | 29:40 | 09:12 | 06:48 |
 | Abyssal Blade | 3 | 50.00% | 55.2 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 40:39 | 24:54 | 24:54 | 47:14 | 49:48 | 49:48 | 24:54 | 18:26 |
 | Assault Cuirass | 4 | 66.67% | 51.7 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 28:49 | 25:25 | 25:25 | 27:49 | 30:30 | 31:30 | 05:05 | 03:45 |
 | Black King Bar | 4 | 66.67% | 48.3 | 25.00% | -25.00% | +75.00% | -25.00% | -27.65% | 23:37 | 21:10 | 21:10 | 23:37 | 24:47 | 24:52 | 03:37 | 02:40 |
 | Buckler | 5 | 83.33% | 44.8 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 29:09 | 23:18 | 23:18 | 30:02 | 31:12 | 35:03 | 07:54 | 05:51 |
 | Fluffy Hat | 1 | 16.67% | 41.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 09:28 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 16.67% | 37.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 10:12 | 00:00 | 00:00 |
 | Nullifier | 1 | 16.67% | 34.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Chainmail | 1 | 16.67% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 10:41 | 00:00 | 00:00 |
 | Satanic | 2 | 33.33% | 27.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:43 | 34:45 | 34:45 | 38:41 | 38:41 | 38:41 | 03:56 | 02:54 |
 | Linken's Sphere | 1 | 16.67% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 16.67% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Wraith Band | 1 | 16.67% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 26:03 | 00:00 | 00:00 |
 | Void Stone | 1 | 16.67% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Phase Boots | 1 | 16.67% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Morbid Mask | 2 | 33.33% | 6.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 35:20 | 32:41 | 32:41 | 37:59 | 37:59 | 37:59 | 05:18 | 03:55 |
 | Aghanim's Shard | 2 | 33.33% | 3.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 55:34 | 48:37 | 48:37 | 1:02:30 | 1:02:30 | 1:02:30 | 13:53 | 10:17 |