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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 | |
 | Aghanim's Shard | 4 | 66.67% | 100.0 | 50.00% | +50.00% | -50.00% | +50.00% | 64.52% | 29:58 | 28:12 | 28:12 | 29:21 | 29:45 | 32:32 | 01:33 | 01:08 |
 | Mage Slayer | 4 | 66.67% | 96.0 | 50.00% | +50.00% | -50.00% | +50.00% | 29.13% | 25:23 | 22:26 | 22:26 | 23:55 | 25:52 | 29:18 | 03:26 | 02:32 |
 | Magic Wand | 5 | 83.33% | 92.0 | 40.00% | +40.00% | -40.00% | +60.00% | 25.75% | 06:40 | 03:48 | 03:48 | 07:05 | 07:41 | 07:45 | 03:53 | 02:52 |
 | Black King Bar | 5 | 83.33% | 88.0 | 40.00% | +40.00% | -40.00% | +60.00% | 22.14% | 24:14 | 21:27 | 21:27 | 23:25 | 25:58 | 28:02 | 04:31 | 03:20 |
 | Cornucopia | 1 | 16.67% | 84.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Crystalys | 1 | 16.67% | 80.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 16.67% | 76.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:33 | 35:33 | 35:33 | 35:33 | 35:33 | 35:33 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 16.67% | 72.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 35:48 | 00:00 | 00:00 |
 | Silver Edge | 1 | 16.67% | 68.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 31:50 | 00:00 | 00:00 |
 | Nullifier | 1 | 16.67% | 64.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 28:39 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 16.67% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 53:18 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 16.67% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 16:12 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 16.67% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 00:00 | 00:00 |
 | Javelin | 1 | 16.67% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 49:47 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 16.67% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 35:34 | 00:00 | 00:00 |
 | Helm of Iron Will | 6 | 100.00% | 40.0 | 33.33% | +33.33% | +16.67% | -33.33% | -33.33% | 09:26 | 06:39 | 08:54 | 09:32 | 10:24 | 11:21 | 01:30 | 01:06 |
 | Armlet of Mordiggian | 6 | 100.00% | 36.0 | 33.33% | +33.33% | +16.67% | -33.33% | -50.00% | 11:08 | 09:14 | 10:56 | 11:01 | 11:28 | 13:00 | 00:32 | 00:23 |
 | Power Treads | 6 | 100.00% | 32.0 | 33.33% | +33.33% | +16.67% | -33.33% | -48.39% | 05:13 | 03:54 | 04:32 | 05:12 | 05:34 | 06:38 | 01:02 | 00:45 |
 | Magic Stick | 6 | 100.00% | 28.0 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Echo Sabre | 6 | 100.00% | 24.0 | 33.33% | +33.33% | +16.67% | -33.33% | -29.13% | 15:18 | 13:31 | 14:23 | 14:48 | 16:06 | 17:49 | 01:43 | 01:16 |
 | Boots of Speed | 6 | 100.00% | 20.0 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | 03:25 | 02:47 | 02:54 | 03:07 | 03:36 | 04:54 | 00:42 | 00:31 |
 | Quelling Blade | 6 | 100.00% | 16.0 | 33.33% | +33.33% | -33.33% | -33.33% | 0.00% | -01:27 | -01:29 | -01:29 | -01:29 | -01:29 | -01:19 | 00:00 | 00:00 |
 | Heart of Tarrasque | 2 | 33.33% | 12.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 24:29 | 24:13 | 24:13 | 24:45 | 24:45 | 24:45 | 00:32 | 00:23 |
 | Bracer | 2 | 33.33% | 8.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 02:06 | 02:04 | 02:04 | 02:08 | 02:08 | 02:08 | 00:04 | 00:02 |
 | Blink Dagger | 4 | 66.67% | 4.0 | 25.00% | -25.00% | +75.00% | -25.00% | -100.00% | 19:57 | 17:30 | 17:30 | 18:07 | 18:07 | 26:03 | 00:37 | 00:27 |