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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 | 12.00% | 100.0 | 100.00% | +72.73% | 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 | 13 | 52.00% | 97.9 | 53.85% | +37.18% | +12.82% | -20.52% | -9.85% | 14:39 | 07:31 | 11:12 | 13:43 | 14:35 | 36:32 | 03:23 | 02:30 |
 | Void Stone | 12 | 48.00% | 95.8 | 50.00% | +26.92% | +50.00% | -50.00% | -25.10% | 11:01 | 07:29 | 08:24 | 11:20 | 12:23 | 15:37 | 03:59 | 02:57 |
 | Battle Fury | 12 | 48.00% | 93.8 | 50.00% | +26.92% | +50.00% | -16.67% | -24.85% | 15:34 | 13:17 | 14:06 | 15:11 | 16:47 | 17:36 | 02:41 | 01:59 |
 | Phase Boots | 2 | 8.00% | 91.7 | 100.00% | +69.57% | 0.00% | 0.00% | 0.00% | 16:49 | 15:22 | 15:22 | 18:15 | 18:15 | 18:15 | 02:53 | 02:08 |
 | Abyssal Blade | 2 | 8.00% | 89.6 | 100.00% | +69.57% | 0.00% | 0.00% | 0.00% | 40:30 | 34:26 | 34:26 | 46:34 | 46:34 | 46:34 | 12:08 | 08:59 |
 | Chainmail | 2 | 8.00% | 87.5 | 100.00% | +69.57% | 0.00% | 0.00% | 0.00% | 15:38 | 14:56 | 14:56 | 16:20 | 16:20 | 16:20 | 01:24 | 01:02 |
 | Skull Basher | 7 | 28.00% | 85.4 | 57.14% | +29.36% | -57.14% | +42.86% | 15.27% | 32:14 | 26:53 | 26:59 | 28:03 | 33:32 | 42:49 | 06:33 | 04:51 |
 | Boots of Speed | 24 | 96.00% | 83.3 | 37.50% | +37.50% | -4.17% | -4.17% | 0.00% | 02:53 | -01:29 | 01:55 | 02:42 | 03:37 | 07:40 | 01:42 | 01:15 |
 | Magic Stick | 25 | 100.00% | 81.3 | 36.00% | +36.00% | -19.33% | +14.00% | 33.33% | 01:08 | -01:29 | -01:29 | -01:29 | 02:03 | 17:49 | 03:32 | 02:37 |
 | Black King Bar | 21 | 84.00% | 79.2 | 38.10% | +13.10% | +1.90% | -18.10% | -8.76% | 22:35 | 19:30 | 20:32 | 21:41 | 22:49 | 31:15 | 02:17 | 01:41 |
 | Blight Stone | 15 | 60.00% | 77.1 | 40.00% | +10.00% | +10.00% | +10.00% | 0.00% | 10:27 | 01:37 | 06:20 | 07:17 | 15:29 | 26:13 | 09:09 | 06:46 |
 | Quelling Blade | 20 | 80.00% | 75.0 | 35.00% | -5.00% | -15.00% | +45.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Power Treads | 21 | 84.00% | 72.9 | 33.33% | -16.67% | +6.67% | -33.33% | -25.00% | 07:06 | 04:23 | 05:50 | 06:21 | 07:26 | 15:23 | 01:36 | 01:11 |
 | Magic Wand | 23 | 92.00% | 70.8 | 30.43% | -69.57% | +2.90% | +2.90% | 0.00% | 06:58 | 01:35 | 04:00 | 07:01 | 07:39 | 18:12 | 03:39 | 02:42 |
 | Desolator | 6 | 24.00% | 68.8 | 50.00% | +18.42% | 0.00% | -50.00% | -5.77% | 22:33 | 16:17 | 17:33 | 20:52 | 26:13 | 30:31 | 08:40 | 06:25 |
 | Eye of Skadi | 6 | 24.00% | 66.7 | 50.00% | +18.42% | 0.00% | +50.00% | 12.30% | 30:52 | 28:05 | 28:09 | 30:36 | 32:13 | 35:19 | 04:04 | 03:00 |
 | Orb of Venom | 20 | 80.00% | 64.6 | 30.00% | -30.00% | +10.00% | -10.00% | -4.92% | 02:08 | -01:29 | 00:50 | 01:31 | 04:54 | 06:19 | 04:04 | 03:00 |
 | Crystalys | 3 | 12.00% | 62.5 | 66.67% | +34.85% | +33.33% | 0.00% | -1.85% | 28:19 | 17:20 | 17:20 | 32:14 | 35:23 | 35:23 | 18:03 | 13:22 |
 | Javelin | 4 | 16.00% | 60.4 | 50.00% | +16.67% | +50.00% | +50.00% | 0.00% | 21:35 | 16:26 | 16:26 | 17:46 | 18:23 | 33:45 | 01:57 | 01:26 |
 | Moon Shard | 1 | 4.00% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 39:57 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.00% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 40:43 | 00:00 | 00:00 |
 | Butterfly | 1 | 4.00% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 37:36 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 4.00% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 4.00% | 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 |
 | Aghanim's Scepter | 1 | 4.00% | 47.9 | 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 |
 | Wraith Band | 5 | 20.00% | 45.8 | 40.00% | +5.00% | -40.00% | -40.00% | 0.00% | 05:57 | 01:53 | 01:53 | 03:43 | 04:08 | 16:43 | 02:15 | 01:40 |
 | Orb of Corrosion | 10 | 40.00% | 43.8 | 20.00% | -26.67% | +13.33% | -20.00% | -6.67% | 10:46 | 07:10 | 07:47 | 07:50 | 12:47 | 22:27 | 05:00 | 03:42 |
 | Fluffy Hat | 10 | 40.00% | 41.7 | 20.00% | -26.67% | +13.33% | -20.00% | -6.41% | 09:59 | 05:52 | 06:54 | 07:17 | 12:06 | 22:07 | 05:12 | 03:51 |
 | Daedalus | 2 | 8.00% | 39.6 | 50.00% | +15.22% | -50.00% | 0.00% | 0.00% | 37:01 | 35:47 | 35:47 | 38:15 | 38:15 | 38:15 | 02:28 | 01:49 |
 | Refresher Orb | 2 | 8.00% | 37.5 | 50.00% | +15.22% | -50.00% | 0.00% | 0.00% | 47:11 | 41:46 | 41:46 | 52:36 | 52:36 | 52:36 | 10:50 | 08:01 |
 | Ring of Protection | 2 | 8.00% | 35.4 | 50.00% | +15.22% | -50.00% | 0.00% | 0.00% | 19:35 | 09:47 | 09:47 | 29:22 | 29:22 | 29:22 | 19:35 | 14:30 |
 | Ring of Basilius | 2 | 8.00% | 33.3 | 50.00% | +15.22% | -50.00% | 0.00% | 0.00% | 20:17 | 11:12 | 11:12 | 29:22 | 29:22 | 29:22 | 18:10 | 13:27 |
 | Morbid Mask | 2 | 8.00% | 31.3 | 50.00% | +15.22% | -50.00% | 0.00% | 0.00% | 23:53 | 18:23 | 18:23 | 29:23 | 29:23 | 29:23 | 11:00 | 08:08 |
 | Buckler | 2 | 8.00% | 29.2 | 50.00% | +15.22% | -50.00% | 0.00% | 0.00% | 19:35 | 09:47 | 09:47 | 29:22 | 29:22 | 29:22 | 19:35 | 14:30 |
 | Helm of Iron Will | 2 | 8.00% | 27.1 | 50.00% | +15.22% | +50.00% | 0.00% | 0.00% | 28:42 | 25:12 | 25:12 | 32:11 | 32:11 | 32:11 | 06:59 | 05:10 |
 | Maelstrom | 3 | 12.00% | 25.0 | 33.33% | -3.03% | +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 | 28.00% | 22.9 | 14.29% | -30.15% | -14.29% | -14.29% | 0.00% | 13:27 | 12:26 | 12:40 | 13:32 | 13:50 | 14:55 | 01:10 | 00:51 |
 | Crown | 1 | 4.00% | 20.8 | 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 |
 | Mage Slayer | 2 | 8.00% | 18.8 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 29:00 | 25:24 | 25:24 | 32:36 | 32:36 | 32:36 | 07:12 | 05:20 |
 | Rod of Atos | 1 | 4.00% | 16.7 | 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 | 2 | 8.00% | 14.6 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 12:46 | 07:39 | 07:39 | 17:52 | 17:52 | 17:52 | 10:13 | 07:34 |
 | Nullifier | 1 | 4.00% | 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 |
 | Heaven's Halberd | 1 | 4.00% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 51:02 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 19:23 | 00:00 | 00:00 |
 | Sange | 1 | 4.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 48:02 | 00:00 | 00:00 |
 | Shadow Blade | 2 | 8.00% | 4.2 | 0.00% | -39.13% | 0.00% | 0.00% | 0.00% | 30:31 | 29:29 | 29:29 | 31:32 | 31:32 | 31:32 | 02:03 | 01:31 |
 | Wraith Pact | 1 | 4.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 28:21 | 00:00 | 00:00 |