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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 | |
 | Lotus Orb | 2 | 16.67% | 100.0 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 26:19 | 23:30 | 23:30 | 29:08 | 29:08 | 29:08 | 05:38 | 04:10 |
 | Eul's Scepter of Divinity | 2 | 16.67% | 97.1 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 14:41 | 13:17 | 13:17 | 16:04 | 16:04 | 16:04 | 02:47 | 02:03 |
 | Wind Lace | 5 | 41.67% | 94.3 | 60.00% | +45.71% | +40.00% | +40.00% | 0.00% | 06:22 | -01:29 | -01:29 | 06:02 | 09:40 | 11:57 | 11:09 | 08:15 |
 | Magic Wand | 9 | 75.00% | 91.4 | 44.44% | +44.44% | +5.56% | -44.44% | -17.65% | 04:20 | 01:47 | 01:57 | 03:49 | 04:47 | 11:38 | 02:50 | 02:05 |
 | Magic Stick | 10 | 83.33% | 88.6 | 40.00% | +40.00% | -6.67% | +60.00% | 66.67% | -00:18 | -01:29 | -01:29 | -01:29 | 01:24 | 04:01 | 02:53 | 02:08 |
 | Arcane Boots | 10 | 83.33% | 85.7 | 40.00% | +40.00% | -6.67% | +10.00% | 5.44% | 11:08 | 04:57 | 07:02 | 08:04 | 10:06 | 38:28 | 03:04 | 02:16 |
 | Boots of Speed | 12 | 100.00% | 82.9 | 33.33% | +33.33% | 0.00% | -33.33% | -16.39% | 04:20 | 02:28 | 02:49 | 03:39 | 04:51 | 09:36 | 02:02 | 01:30 |
 | Void Stone | 7 | 58.33% | 80.0 | 42.86% | +22.86% | +7.14% | -42.86% | -3.56% | 20:26 | 06:45 | 07:55 | 10:47 | 21:57 | 49:46 | 14:02 | 10:23 |
 | Aghanim's Shard | 8 | 66.67% | 77.1 | 37.50% | +12.50% | +12.50% | +12.50% | 0.00% | 26:27 | 17:24 | 20:36 | 24:22 | 28:33 | 38:45 | 07:57 | 05:53 |
 | Mekansm | 8 | 66.67% | 74.3 | 37.50% | +12.50% | +62.50% | -37.50% | -26.91% | 12:59 | 10:21 | 10:53 | 12:31 | 14:36 | 15:31 | 03:43 | 02:45 |
 | Headdress | 9 | 75.00% | 71.4 | 33.33% | 0.00% | -33.33% | -33.33% | 0.00% | 10:50 | 08:21 | 08:34 | 10:53 | 11:18 | 14:30 | 02:44 | 02:01 |
 | Chainmail | 9 | 75.00% | 68.6 | 33.33% | 0.00% | +16.67% | -33.33% | -11.15% | 10:05 | 06:49 | 07:43 | 09:59 | 12:12 | 14:13 | 04:29 | 03:19 |
 | Ring of Health | 9 | 75.00% | 65.7 | 33.33% | 0.00% | -33.33% | +16.67% | 5.13% | 14:12 | 03:02 | 03:35 | 08:59 | 13:20 | 49:46 | 09:45 | 07:13 |
 | Blink Dagger | 11 | 91.67% | 62.9 | 27.27% | -72.73% | -27.27% | +6.06% | 11.56% | 20:16 | 15:06 | 17:11 | 18:31 | 20:04 | 33:51 | 02:53 | 02:08 |
 | Ring of Protection | 11 | 91.67% | 60.0 | 27.27% | -72.73% | -27.27% | -27.27% | 0.00% | 09:21 | -01:29 | -01:29 | 10:10 | 13:39 | 29:59 | 15:08 | 11:12 |
 | Aeon Disk | 1 | 8.33% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Buckler | 8 | 66.67% | 54.3 | 25.00% | -25.00% | +25.00% | -25.00% | -10.68% | 17:45 | 11:13 | 11:14 | 14:05 | 15:55 | 30:48 | 04:41 | 03:28 |
 | Quelling Blade | 8 | 66.67% | 51.4 | 25.00% | -25.00% | +25.00% | -25.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Scythe of Vyse | 2 | 16.67% | 48.6 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 39:46 | 26:32 | 26:32 | 52:59 | 52:59 | 52:59 | 26:27 | 19:35 |
 | Bracer | 3 | 25.00% | 45.7 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 03:46 | 03:11 | 03:11 | 03:51 | 04:15 | 04:15 | 01:04 | 00:47 |
 | Hood of Defiance | 4 | 33.33% | 42.9 | 25.00% | -12.50% | -25.00% | +75.00% | 0.00% | 11:19 | 07:40 | 07:40 | 11:27 | 12:47 | 13:20 | 05:07 | 03:47 |
 | Soul Ring | 4 | 33.33% | 40.0 | 25.00% | -12.50% | +75.00% | -25.00% | 0.00% | 08:48 | 05:22 | 05:22 | 07:50 | 10:08 | 11:51 | 04:46 | 03:31 |
 | Guardian Greaves | 6 | 50.00% | 37.1 | 16.67% | -33.33% | +33.33% | -16.67% | -3.66% | 22:57 | 14:40 | 16:30 | 17:53 | 30:10 | 39:00 | 13:40 | 10:07 |
 | Sange | 6 | 50.00% | 34.3 | 16.67% | -33.33% | +33.33% | -16.67% | -8.67% | 26:03 | 19:33 | 22:16 | 25:19 | 28:02 | 34:17 | 05:46 | 04:16 |
 | Heaven's Halberd | 6 | 50.00% | 31.4 | 16.67% | -33.33% | +33.33% | -16.67% | -7.18% | 28:51 | 23:50 | 24:13 | 28:16 | 31:11 | 36:06 | 06:58 | 05:09 |
 | Fluffy Hat | 1 | 8.33% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Crown | 2 | 16.67% | 25.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 06:03 | 05:03 | 05:03 | 07:02 | 07:02 | 07:02 | 01:59 | 01:28 |
 | Phase Boots | 1 | 8.33% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 09:34 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 8.33% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Meteor Hammer | 2 | 16.67% | 17.1 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 08:23 | 08:02 | 08:02 | 08:43 | 08:43 | 08:43 | 00:41 | 00:30 |
 | Ring of Basilius | 1 | 8.33% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 16.67% | 11.4 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 46:47 | 41:44 | 41:44 | 51:50 | 51:50 | 51:50 | 10:06 | 07:28 |
 | Vladmir's Offering | 1 | 8.33% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Pipe of Insight | 2 | 16.67% | 5.7 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 22:25 | 18:58 | 18:58 | 25:52 | 25:52 | 25:52 | 06:54 | 05:06 |
 | Wraith Pact | 1 | 8.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |