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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 | |
 | Chainmail | 9 | 52.94% | 100.0 | 66.67% | +29.17% | +33.33% | +33.33% | 0.00% | 04:59 | 03:18 | 03:22 | 04:39 | 06:03 | 07:02 | 02:41 | 01:59 |
 | Phase Boots | 9 | 52.94% | 97.6 | 66.67% | +29.17% | +33.33% | -16.67% | -25.00% | 06:21 | 04:49 | 04:53 | 05:47 | 06:53 | 09:29 | 02:00 | 01:28 |
 | Boots of Speed | 17 | 100.00% | 95.2 | 52.94% | +52.94% | -2.94% | -2.94% | 0.00% | 02:26 | 01:34 | 01:45 | 01:56 | 02:56 | 04:49 | 01:11 | 00:52 |
 | Quelling Blade | 17 | 100.00% | 92.9 | 52.94% | +52.94% | -52.94% | -2.94% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Health | 12 | 70.59% | 90.5 | 58.33% | +18.33% | +41.67% | -25.00% | -13.79% | 20:20 | 07:15 | 11:19 | 12:48 | 16:09 | 60:25 | 04:50 | 03:34 |
 | Eye of Skadi | 6 | 35.29% | 88.1 | 66.67% | +21.22% | -66.67% | +33.33% | 7.66% | 32:04 | 25:59 | 27:23 | 27:54 | 40:26 | 41:31 | 13:03 | 09:40 |
 | Magic Stick | 14 | 82.35% | 85.7 | 50.00% | -16.67% | -50.00% | +16.67% | 17.39% | 02:57 | -01:29 | 01:17 | 03:17 | 05:07 | 06:21 | 03:50 | 02:50 |
 | Battle Fury | 9 | 52.94% | 83.3 | 55.56% | +5.56% | +44.44% | -55.56% | -92.31% | 14:37 | 13:15 | 13:41 | 14:08 | 14:46 | 17:33 | 01:05 | 00:48 |
 | Sange | 9 | 52.94% | 81.0 | 55.56% | +5.56% | +44.44% | -55.56% | -14.93% | 22:48 | 18:59 | 19:01 | 19:23 | 25:43 | 32:40 | 06:42 | 04:57 |
 | Wind Lace | 2 | 11.76% | 78.6 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 04:33 | 03:20 | 03:20 | 05:45 | 05:45 | 05:45 | 02:25 | 01:47 |
 | Orb of Venom | 12 | 70.59% | 76.2 | 50.00% | -10.00% | +16.67% | -50.00% | -66.67% | 00:13 | -01:29 | -01:29 | -01:29 | 01:14 | 04:21 | 02:43 | 02:00 |
 | Magic Wand | 13 | 76.47% | 73.8 | 46.15% | -28.85% | -46.15% | +53.85% | 33.90% | 05:37 | 01:14 | 03:54 | 05:45 | 06:51 | 10:26 | 02:57 | 02:11 |
 | Yasha | 7 | 41.18% | 71.4 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 18:21 | 14:35 | 16:25 | 17:02 | 17:27 | 28:34 | 01:02 | 00:45 |
 | Sange and Yasha | 7 | 41.18% | 69.0 | 57.14% | +7.14% | +42.86% | -57.14% | -100.00% | 22:25 | 18:59 | 19:01 | 19:35 | 19:40 | 32:40 | 00:39 | 00:28 |
 | Void Stone | 10 | 58.82% | 66.7 | 50.00% | -7.14% | +50.00% | -50.00% | -15.50% | 14:40 | 06:32 | 07:34 | 08:56 | 14:01 | 56:39 | 06:27 | 04:46 |
 | Aghanim's Scepter | 6 | 35.29% | 64.3 | 50.00% | -4.55% | 0.00% | -50.00% | -13.76% | 24:56 | 18:32 | 23:02 | 23:30 | 26:40 | 31:10 | 03:38 | 02:41 |
 | Wraith Band | 3 | 17.65% | 61.9 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 08:45 | 08:00 | 08:00 | 08:02 | 10:13 | 10:13 | 02:13 | 01:38 |
 | Black King Bar | 12 | 70.59% | 59.5 | 33.33% | -66.67% | +33.34% | 0.00% | -5.45% | 23:59 | 17:55 | 19:19 | 23:26 | 25:26 | 33:48 | 06:07 | 04:31 |
 | Power Treads | 8 | 47.06% | 57.1 | 37.50% | -29.17% | +12.50% | -37.50% | -50.00% | 05:46 | 04:27 | 04:59 | 05:25 | 05:54 | 08:28 | 00:55 | 00:40 |
 | Aghanim's Shard | 4 | 23.53% | 54.8 | 50.00% | -3.85% | +50.00% | -50.00% | 0.00% | 35:17 | 21:46 | 21:46 | 28:02 | 40:24 | 50:56 | 18:38 | 13:48 |
 | Butterfly | 1 | 5.88% | 52.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:05 | 56:05 | 56:05 | 56:05 | 56:05 | 56:05 | 00:00 | 00:00 |
 | Witch Blade | 1 | 5.88% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.88% | 47.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 5.88% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Diffusal Blade | 1 | 5.88% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Maelstrom | 6 | 35.29% | 40.5 | 33.33% | -30.31% | -33.33% | -33.33% | 0.00% | 12:31 | 11:27 | 11:46 | 12:12 | 12:40 | 14:22 | 00:54 | 00:40 |
 | Javelin | 6 | 35.29% | 38.1 | 33.33% | -30.31% | +16.67% | +66.67% | 16.04% | 09:17 | 07:09 | 08:07 | 08:42 | 11:14 | 11:32 | 03:07 | 02:18 |
 | Abyssal Blade | 2 | 11.76% | 35.7 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 47:30 | 34:16 | 34:16 | 60:44 | 60:44 | 60:44 | 26:28 | 19:36 |
 | Skull Basher | 2 | 11.76% | 33.3 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 45:22 | 31:58 | 31:58 | 58:45 | 58:45 | 58:45 | 26:47 | 19:50 |
 | Monkey King Bar | 2 | 11.76% | 31.0 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 37:23 | 36:11 | 36:11 | 38:34 | 38:34 | 38:34 | 02:23 | 01:45 |
 | Aeon Disk | 2 | 11.76% | 28.6 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 49:34 | 48:15 | 48:15 | 50:52 | 50:52 | 50:52 | 02:37 | 01:56 |
 | Vanguard | 2 | 11.76% | 26.2 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 47:18 | 34:11 | 34:11 | 60:25 | 60:25 | 60:25 | 26:14 | 19:25 |
 | Daedalus | 3 | 17.65% | 23.8 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 38:19 | 36:34 | 36:34 | 38:24 | 39:58 | 39:58 | 03:24 | 02:31 |
 | Crystalys | 3 | 17.65% | 21.4 | 33.33% | -23.81% | +66.67% | 0.00% | 0.00% | 35:53 | 34:15 | 34:15 | 36:36 | 36:47 | 36:47 | 02:32 | 01:52 |
 | Blight Stone | 4 | 23.53% | 19.0 | 25.00% | -36.54% | -25.00% | -25.00% | 0.00% | 11:07 | 02:30 | 02:30 | 06:28 | 09:51 | 25:40 | 07:21 | 05:26 |
 | Orb of Corrosion | 4 | 23.53% | 16.7 | 25.00% | -36.54% | -25.00% | -25.00% | 0.00% | 12:04 | 03:36 | 03:36 | 07:26 | 11:11 | 26:01 | 07:35 | 05:37 |
 | Fluffy Hat | 4 | 23.53% | 14.3 | 25.00% | -36.54% | -25.00% | -25.00% | 0.00% | 11:33 | 03:35 | 03:35 | 06:28 | 10:27 | 25:40 | 06:52 | 05:05 |
 | Refresher Orb | 1 | 5.88% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 5.88% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Divine Rapier | 1 | 5.88% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 00:00 | 00:00 |
 | Aghanim's Blessing | 2 | 11.76% | 4.8 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 49:59 | 49:42 | 49:42 | 50:15 | 50:15 | 50:15 | 00:33 | 00:24 |
 | Ghost Scepter | 1 | 5.88% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |