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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 | |
 | Ring of Health | 5 | 71.43% | 100.0 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 21:41 | 03:52 | 03:52 | 18:34 | 25:53 | 44:28 | 22:01 | 16:18 |
 | Quelling Blade | 5 | 71.43% | 96.6 | 80.00% | +80.00% | -80.00% | +20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Aeon Disk | 2 | 28.57% | 93.1 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 40:16 | 38:13 | 38:13 | 42:18 | 42:18 | 42:18 | 04:05 | 03:01 |
 | Pipe of Insight | 4 | 57.14% | 89.7 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% | 28:34 | 22:18 | 22:18 | 22:53 | 27:55 | 41:09 | 05:37 | 04:09 |
 | Hood of Defiance | 4 | 57.14% | 86.2 | 75.00% | +41.67% | +25.00% | -75.00% | 0.00% | 21:49 | 15:37 | 15:37 | 18:35 | 19:13 | 33:52 | 03:36 | 02:40 |
 | Null Talisman | 4 | 57.14% | 82.8 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 02:10 | 01:48 | 01:48 | 02:01 | 02:18 | 02:31 | 00:30 | 00:22 |
 | Chainmail | 7 | 100.00% | 79.3 | 57.14% | +57.14% | -7.14% | +42.86% | 40.54% | 09:47 | 07:30 | 09:07 | 10:02 | 10:21 | 11:25 | 01:14 | 00:54 |
 | Ring of Protection | 7 | 100.00% | 75.9 | 57.14% | +57.14% | -57.14% | +42.86% | 52.17% | 15:51 | 08:34 | 14:11 | 14:40 | 16:06 | 24:00 | 01:55 | 01:25 |
 | Boots of Speed | 7 | 100.00% | 72.4 | 57.14% | +57.14% | -57.14% | +42.86% | 86.96% | 04:14 | 03:11 | 03:17 | 03:30 | 04:26 | 06:42 | 01:09 | 00:51 |
 | Guardian Greaves | 7 | 100.00% | 69.0 | 57.14% | +57.14% | -7.14% | +42.86% | 15.87% | 18:59 | 15:26 | 16:00 | 17:07 | 19:09 | 28:22 | 03:09 | 02:20 |
 | Arcane Boots | 7 | 100.00% | 65.5 | 57.14% | +57.14% | -57.14% | +42.86% | 48.00% | 06:53 | 05:01 | 05:07 | 07:02 | 07:12 | 09:25 | 02:05 | 01:32 |
 | Mekansm | 7 | 100.00% | 62.1 | 57.14% | +57.14% | -57.14% | +42.86% | 100.00% | 12:55 | 11:14 | 12:19 | 12:55 | 13:07 | 14:24 | 00:48 | 00:35 |
 | Buckler | 7 | 100.00% | 58.6 | 57.14% | +57.14% | -57.14% | +42.86% | 51.72% | 16:38 | 14:01 | 14:11 | 14:40 | 16:07 | 24:00 | 01:56 | 01:25 |
 | Headdress | 7 | 100.00% | 55.2 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 09:49 | 08:00 | 09:01 | 09:33 | 09:36 | 13:07 | 00:35 | 00:25 |
 | Blink Dagger | 6 | 85.71% | 51.7 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 26:36 | 20:27 | 21:59 | 24:27 | 31:31 | 36:03 | 09:32 | 07:03 |
 | Magic Stick | 6 | 85.71% | 48.3 | 50.00% | -50.00% | -50.00% | +50.00% | 11.34% | 05:25 | -01:29 | -01:21 | 02:17 | 10:10 | 16:03 | 11:31 | 08:31 |
 | Aghanim's Scepter | 3 | 42.86% | 44.8 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 39:15 | 38:13 | 38:13 | 39:08 | 40:23 | 40:23 | 02:10 | 01:36 |
 | Magic Wand | 5 | 71.43% | 41.4 | 40.00% | -60.00% | +60.00% | +60.00% | 0.00% | 10:29 | 03:26 | 03:26 | 10:31 | 13:45 | 17:16 | 10:19 | 07:38 |
 | Refresher Orb | 1 | 14.29% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 47:02 | 00:00 | 00:00 |
 | Vanguard | 1 | 14.29% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:00 | 06:00 | 06:00 | 06:00 | 06:00 | 06:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 14.29% | 31.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 24:18 | 00:00 | 00:00 |
 | Void Stone | 2 | 28.57% | 27.6 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 33:54 | 23:20 | 23:20 | 44:28 | 44:28 | 44:28 | 21:08 | 15:39 |
 | Ring of Basilius | 1 | 14.29% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:33 | 44:33 | 44:33 | 44:33 | 44:33 | 44:33 | 00:00 | 00:00 |
 | Black King Bar | 1 | 14.29% | 20.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Soul Ring | 1 | 14.29% | 17.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 09:01 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 14.29% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:33 | 44:33 | 44:33 | 44:33 | 44:33 | 44:33 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 14.29% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 30:33 | 00:00 | 00:00 |
 | Crown | 1 | 14.29% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 44:32 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 14.29% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 19:27 | 00:00 | 00:00 |