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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 | 30.00% | 100.0 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 13:24 | 08:31 | 08:31 | 14:28 | 17:14 | 17:14 | 08:43 | 06:27 |
 | Void Stone | 4 | 40.00% | 97.2 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 24:11 | 11:26 | 11:26 | 14:19 | 31:10 | 39:50 | 19:44 | 14:37 |
 | Kaya | 1 | 10.00% | 94.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 10.00% | 94.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 27:20 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 10.00% | 88.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 39:50 | 00:00 | 00:00 |
 | Bracer | 1 | 10.00% | 86.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 50.00% | 83.3 | 40.00% | +40.00% | -40.00% | -40.00% | 0.00% | 20:03 | 15:01 | 15:01 | 15:20 | 16:35 | 38:13 | 01:34 | 01:09 |
 | Ring of Health | 6 | 60.00% | 80.6 | 33.33% | +33.33% | +16.67% | +66.67% | 11.58% | 13:17 | 07:25 | 12:04 | 12:09 | 16:23 | 17:13 | 04:19 | 03:11 |
 | Arcane Boots | 10 | 100.00% | 77.8 | 20.00% | +20.00% | +13.33% | -20.00% | -15.75% | 05:24 | 03:59 | 04:17 | 05:04 | 06:24 | 07:51 | 02:07 | 01:34 |
 | Magic Wand | 10 | 100.00% | 75.0 | 20.00% | +20.00% | +13.33% | +30.00% | 16.67% | -00:42 | -01:29 | -01:29 | -01:28 | -01:28 | 06:11 | 00:01 | 00:00 |
 | Boots of Speed | 10 | 100.00% | 72.2 | 20.00% | +20.00% | +13.33% | -20.00% | -23.53% | 02:58 | 01:55 | 02:17 | 02:33 | 03:42 | 04:57 | 01:25 | 01:02 |
 | Magic Stick | 2 | 20.00% | 69.4 | 50.00% | +37.50% | -50.00% | 0.00% | 0.00% | 02:00 | -01:24 | -01:24 | 05:23 | 05:23 | 05:23 | 06:47 | 05:01 |
 | Crimson Guard | 2 | 20.00% | 66.7 | 50.00% | +37.50% | -50.00% | 0.00% | 0.00% | 19:18 | 19:08 | 19:08 | 19:27 | 19:27 | 19:27 | 00:19 | 00:14 |
 | Octarine Core | 2 | 20.00% | 63.9 | 50.00% | +37.50% | +50.00% | 0.00% | 0.00% | 13:27 | 11:43 | 11:43 | 15:11 | 15:11 | 15:11 | 03:28 | 02:34 |
 | Helm of Iron Will | 2 | 20.00% | 61.1 | 50.00% | +37.50% | -50.00% | 0.00% | 0.00% | 16:36 | 15:13 | 15:13 | 17:59 | 17:59 | 17:59 | 02:46 | 02:02 |
 | Pipe of Insight | 3 | 30.00% | 58.3 | 33.33% | +19.04% | -33.33% | 0.00% | 0.00% | 21:34 | 15:03 | 15:03 | 19:41 | 29:57 | 29:57 | 14:54 | 11:02 |
 | Aghanim's Scepter | 3 | 30.00% | 55.6 | 33.33% | +19.04% | +66.67% | 0.00% | 0.00% | 36:52 | 23:38 | 23:38 | 34:40 | 52:17 | 52:17 | 28:39 | 21:13 |
 | Guardian Greaves | 4 | 40.00% | 52.8 | 25.00% | +8.33% | +75.00% | -25.00% | -11.17% | 17:27 | 11:58 | 11:58 | 12:55 | 20:55 | 24:00 | 08:57 | 06:37 |
 | Ring of Protection | 5 | 50.00% | 50.0 | 20.00% | 0.00% | +80.00% | -20.00% | -11.49% | 14:52 | 09:22 | 09:22 | 16:12 | 18:04 | 20:10 | 08:42 | 06:26 |
 | Buckler | 5 | 50.00% | 47.2 | 20.00% | 0.00% | +80.00% | -20.00% | -11.49% | 14:52 | 09:22 | 09:22 | 16:13 | 18:04 | 20:10 | 08:42 | 06:26 |
 | Mekansm | 7 | 70.00% | 44.4 | 14.29% | -19.04% | +35.71% | -14.29% | -41.67% | 11:57 | 08:45 | 10:00 | 10:47 | 11:12 | 21:03 | 01:12 | 00:53 |
 | Chainmail | 7 | 70.00% | 41.7 | 14.29% | -19.04% | +35.71% | -14.29% | -49.18% | 10:00 | 07:19 | 07:59 | 08:47 | 09:00 | 17:58 | 01:01 | 00:45 |
 | Headdress | 7 | 70.00% | 38.9 | 14.29% | -19.04% | +35.71% | -14.29% | -24.59% | 06:56 | 03:23 | 05:21 | 06:55 | 07:23 | 10:47 | 02:02 | 01:30 |
 | Blink Dagger | 9 | 90.00% | 36.1 | 11.11% | -88.89% | -11.11% | -11.11% | 0.00% | 21:42 | 12:04 | 15:24 | 22:32 | 25:03 | 31:12 | 09:39 | 07:08 |
 | Black King Bar | 5 | 50.00% | 33.3 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 27:18 | 22:44 | 22:44 | 26:55 | 27:45 | 34:53 | 05:01 | 03:42 |
 | Drum of Endurance | 1 | 10.00% | 30.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 08:05 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 10.00% | 27.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Refresher Orb | 4 | 40.00% | 25.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 38:06 | 33:03 | 33:03 | 36:08 | 39:14 | 43:59 | 06:11 | 04:34 |
 | Aether Lens | 1 | 10.00% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 10.00% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Blight Stone | 1 | 10.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 17:47 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 10.00% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Wind Lace | 3 | 30.00% | 11.1 | 0.00% | -28.57% | 0.00% | 0.00% | 0.00% | 05:37 | 03:22 | 03:22 | 04:38 | 08:51 | 08:51 | 05:29 | 04:03 |
 | Hand of Midas | 1 | 10.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 09:46 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 10.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 20:10 | 00:00 | 00:00 |
 | Cornucopia | 4 | 40.00% | 2.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 37:02 | 32:35 | 32:35 | 35:49 | 35:58 | 43:45 | 03:23 | 02:30 |