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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 | |
 | Vanguard | 3 | 16.67% | 100.0 | 100.00% | +73.33% | 0.00% | 0.00% | 0.00% | 39:08 | 34:08 | 34:08 | 36:47 | 46:30 | 46:30 | 12:22 | 09:09 |
 | Ring of Health | 9 | 50.00% | 97.5 | 55.56% | +33.34% | -5.56% | -5.56% | 0.00% | 15:37 | 09:39 | 11:12 | 13:43 | 13:58 | 36:32 | 02:46 | 02:02 |
 | Phase Boots | 2 | 11.11% | 95.0 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 16:49 | 15:22 | 15:22 | 18:15 | 18:15 | 18:15 | 02:53 | 02:08 |
 | Chainmail | 2 | 11.11% | 92.5 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 15:38 | 14:56 | 14:56 | 16:20 | 16:20 | 16:20 | 01:24 | 01:02 |
 | Abyssal Blade | 2 | 11.11% | 90.0 | 100.00% | +68.75% | 0.00% | 0.00% | 0.00% | 40:30 | 34:26 | 34:26 | 46:34 | 46:34 | 46:34 | 12:08 | 08:59 |
 | Skull Basher | 7 | 38.89% | 87.5 | 57.14% | +29.87% | -57.14% | +42.86% | 15.27% | 32:14 | 26:53 | 26:59 | 28:03 | 33:32 | 42:49 | 06:33 | 04:51 |
 | Blight Stone | 10 | 55.56% | 85.0 | 50.00% | +25.00% | +16.67% | +50.00% | 9.34% | 09:06 | 01:37 | 06:20 | 07:12 | 09:54 | 26:13 | 03:34 | 02:38 |
 | Boots of Speed | 18 | 100.00% | 82.5 | 38.89% | +38.89% | +1.11% | -13.89% | -10.47% | 02:49 | -01:29 | 01:55 | 02:42 | 03:21 | 07:40 | 01:26 | 01:03 |
 | Magic Stick | 18 | 100.00% | 80.0 | 38.89% | +38.89% | -18.89% | +11.11% | 30.00% | 00:03 | -01:29 | -01:29 | -01:29 | -01:28 | 09:03 | 00:01 | 00:00 |
 | Void Stone | 8 | 44.44% | 77.5 | 50.00% | +20.00% | +50.00% | -50.00% | -25.10% | 11:20 | 07:47 | 08:24 | 11:20 | 12:23 | 15:37 | 03:59 | 02:57 |
 | Battle Fury | 8 | 44.44% | 75.0 | 50.00% | +20.00% | +50.00% | 0.00% | -18.63% | 15:49 | 13:45 | 14:06 | 15:53 | 16:47 | 17:36 | 02:41 | 01:59 |
 | Black King Bar | 16 | 88.89% | 72.5 | 37.50% | -12.50% | -12.50% | -12.50% | 0.00% | 22:51 | 19:40 | 20:32 | 21:39 | 23:47 | 31:15 | 03:15 | 02:24 |
 | Quelling Blade | 15 | 83.33% | 70.0 | 33.33% | -33.34% | -33.33% | +41.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Power Treads | 15 | 83.33% | 67.5 | 33.33% | -33.34% | -8.33% | -8.33% | 0.00% | 06:27 | 04:23 | 05:44 | 06:16 | 06:50 | 09:07 | 01:06 | 00:48 |
 | Magic Wand | 16 | 88.89% | 65.0 | 31.25% | -68.75% | -6.25% | -6.25% | 0.00% | 06:45 | 02:37 | 05:29 | 07:01 | 07:39 | 11:09 | 02:10 | 01:36 |
 | Orb of Venom | 13 | 72.22% | 62.5 | 30.77% | -29.23% | +35.90% | -30.77% | -31.01% | 02:03 | -01:29 | 00:50 | 01:31 | 02:59 | 06:19 | 02:09 | 01:35 |
 | Desolator | 4 | 22.22% | 60.0 | 50.00% | +14.29% | +50.00% | -50.00% | -11.54% | 23:47 | 17:33 | 17:33 | 20:52 | 26:13 | 30:31 | 08:40 | 06:25 |
 | Eye of Skadi | 4 | 22.22% | 57.5 | 50.00% | +14.29% | +50.00% | +50.00% | 0.00% | 30:57 | 28:05 | 28:05 | 28:09 | 32:13 | 35:19 | 04:08 | 03:03 |
 | Crystalys | 1 | 5.56% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 35:23 | 00:00 | 00:00 |
 | Daedalus | 1 | 5.56% | 52.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.56% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.56% | 47.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.56% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 24:43 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.56% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Buckler | 1 | 5.56% | 42.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.56% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 52:36 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.56% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Fluffy Hat | 7 | 38.89% | 32.5 | 28.57% | -16.88% | +21.43% | +21.43% | 0.00% | 10:06 | 06:20 | 06:54 | 07:29 | 08:33 | 22:07 | 01:39 | 01:13 |
 | Orb of Corrosion | 7 | 38.89% | 30.0 | 28.57% | -16.88% | +21.43% | +21.43% | 0.00% | 10:55 | 07:39 | 07:47 | 08:19 | 09:40 | 22:27 | 01:53 | 01:23 |
 | Wraith Band | 2 | 11.11% | 27.5 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 03:56 | 03:43 | 03:43 | 04:08 | 04:08 | 04:08 | 00:25 | 00:18 |
 | Javelin | 3 | 16.67% | 25.0 | 33.33% | -6.67% | +66.67% | 0.00% | -34.19% | 17:32 | 16:26 | 16:26 | 17:46 | 18:23 | 18:23 | 01:57 | 01:26 |
 | Maelstrom | 3 | 16.67% | 22.5 | 33.33% | -6.67% | +66.67% | 0.00% | -36.37% | 17:53 | 16:50 | 16:50 | 18:08 | 18:40 | 18:40 | 01:50 | 01:21 |
 | Echo Sabre | 7 | 38.89% | 20.0 | 14.29% | -40.26% | -14.29% | -14.29% | 0.00% | 13:27 | 12:26 | 12:40 | 13:32 | 13:50 | 14:55 | 01:10 | 00:51 |
 | Crown | 1 | 5.56% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 5.56% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.56% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 33:00 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 5.56% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 26:35 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 5.56% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 5.56% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Mage Slayer | 2 | 11.11% | 2.5 | 0.00% | -43.75% | 0.00% | 0.00% | 0.00% | 29:00 | 25:24 | 25:24 | 32:36 | 32:36 | 32:36 | 07:12 | 05:20 |