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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 | |
 | Void Stone | 5 | 45.45% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 30:53 | 14:48 | 14:48 | 27:01 | 46:05 | 51:21 | 31:17 | 23:10 |
 | Force Staff | 3 | 27.27% | 98.0 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 33:43 | 26:20 | 26:20 | 35:13 | 39:36 | 39:36 | 13:16 | 09:49 |
 | Aghanim's Shard | 3 | 27.27% | 96.1 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 33:23 | 26:11 | 26:11 | 33:04 | 40:55 | 40:55 | 14:44 | 10:54 |
 | Crown | 5 | 45.45% | 94.1 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 18:05 | 08:18 | 08:18 | 15:25 | 27:08 | 31:08 | 18:50 | 13:57 |
 | Magic Wand | 8 | 72.73% | 92.2 | 62.50% | +29.17% | -12.50% | -12.50% | 0.00% | 04:29 | -01:29 | 02:52 | 04:43 | 06:03 | 07:42 | 03:11 | 02:21 |
 | Meteor Hammer | 2 | 18.18% | 90.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 15:16 | 15:09 | 15:09 | 15:22 | 15:22 | 15:22 | 00:13 | 00:09 |
 | Linken's Sphere | 2 | 18.18% | 88.2 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 23:33 | 20:00 | 20:00 | 27:06 | 27:06 | 27:06 | 07:06 | 05:15 |
 | Aeon Disk | 2 | 18.18% | 86.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 42:17 | 39:41 | 39:41 | 44:52 | 44:52 | 44:52 | 05:11 | 03:50 |
 | Aghanim's Scepter | 2 | 18.18% | 84.3 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 34:00 | 33:07 | 33:07 | 34:53 | 34:53 | 34:53 | 01:46 | 01:18 |
 | Eul's Scepter of Divinity | 2 | 18.18% | 82.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 21:15 | 20:35 | 20:35 | 21:55 | 21:55 | 21:55 | 01:20 | 00:59 |
 | Hurricane Pike | 2 | 18.18% | 80.4 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 37:46 | 35:27 | 35:27 | 40:04 | 40:04 | 40:04 | 04:37 | 03:25 |
 | Wind Lace | 4 | 36.36% | 78.4 | 75.00% | +32.14% | +25.00% | -75.00% | -33.71% | 19:45 | 15:25 | 15:25 | 18:05 | 18:23 | 27:08 | 02:58 | 02:11 |
 | Fluffy Hat | 4 | 36.36% | 76.5 | 75.00% | +32.14% | -75.00% | +25.00% | 5.22% | 18:36 | 05:09 | 05:09 | 05:18 | 24:19 | 39:36 | 19:10 | 14:11 |
 | Ring of Health | 4 | 36.36% | 74.5 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 17:39 | 09:01 | 09:01 | 12:51 | 21:49 | 26:55 | 12:48 | 09:28 |
 | Magic Stick | 8 | 72.73% | 72.5 | 50.00% | -16.67% | -50.00% | 0.00% | 25.64% | 01:15 | -01:30 | -01:29 | -01:29 | 03:26 | 06:08 | 04:55 | 03:38 |
 | Power Treads | 5 | 45.45% | 70.6 | 60.00% | +10.00% | +40.00% | -60.00% | -13.89% | 10:38 | 06:00 | 06:00 | 11:29 | 13:12 | 13:29 | 07:12 | 05:20 |
 | Boots of Speed | 5 | 45.45% | 68.6 | 60.00% | +10.00% | +40.00% | -60.00% | -14.49% | 09:44 | 05:25 | 05:25 | 09:36 | 12:19 | 13:03 | 06:54 | 05:06 |
 | Javelin | 3 | 27.27% | 66.7 | 66.67% | +16.67% | -66.67% | 0.00% | 13.07% | 11:09 | 08:49 | 08:49 | 10:44 | 13:55 | 13:55 | 05:06 | 03:46 |
 | Dragon Lance | 3 | 27.27% | 64.7 | 66.67% | +16.67% | +33.33% | 0.00% | -6.08% | 18:54 | 17:04 | 17:04 | 17:04 | 22:33 | 22:33 | 05:29 | 04:03 |
 | Maelstrom | 3 | 27.27% | 62.7 | 66.67% | +16.67% | -66.67% | 0.00% | 40.00% | 14:11 | 13:15 | 13:15 | 14:22 | 14:55 | 14:55 | 01:40 | 01:14 |
 | Wraith Band | 7 | 63.64% | 60.8 | 42.86% | -32.14% | +57.14% | +7.14% | -13.76% | 06:35 | 01:20 | 02:48 | 04:26 | 06:26 | 21:08 | 03:38 | 02:41 |
 | Mage Slayer | 1 | 9.09% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 18:16 | 00:00 | 00:00 |
 | Rod of Atos | 1 | 9.09% | 56.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 31:08 | 00:00 | 00:00 |
 | Wind Waker | 1 | 9.09% | 54.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 48:21 | 00:00 | 00:00 |
 | Cornucopia | 1 | 9.09% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 08:07 | 00:00 | 00:00 |
 | Glimmer Cape | 1 | 9.09% | 51.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 9.09% | 49.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 51:24 | 00:00 | 00:00 |
 | Aether Lens | 1 | 9.09% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 46:05 | 00:00 | 00:00 |
 | Gleipnir | 1 | 9.09% | 45.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Mjollnir | 1 | 9.09% | 43.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 9.09% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:40 | 05:40 | 05:40 | 05:40 | 05:40 | 05:40 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 9.09% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 51:21 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 9.09% | 37.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 30:54 | 00:00 | 00:00 |
 | Medallion of Courage | 2 | 18.18% | 35.3 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 19:15 | 13:46 | 13:46 | 24:43 | 24:43 | 24:43 | 10:57 | 08:06 |
 | Falcon Blade | 2 | 18.18% | 33.3 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 05:39 | 05:32 | 05:32 | 05:45 | 05:45 | 05:45 | 00:13 | 00:09 |
 | Chainmail | 2 | 18.18% | 31.4 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 16:56 | 10:08 | 10:08 | 23:43 | 23:43 | 23:43 | 13:35 | 10:03 |
 | Eye of Skadi | 2 | 18.18% | 29.4 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 30:24 | 28:34 | 28:34 | 32:13 | 32:13 | 32:13 | 03:39 | 02:42 |
 | Solar Crest | 2 | 18.18% | 27.5 | 50.00% | -5.56% | +50.00% | 0.00% | 0.00% | 23:24 | 18:36 | 18:36 | 28:12 | 28:12 | 28:12 | 09:36 | 07:06 |
 | Blight Stone | 3 | 27.27% | 25.5 | 33.33% | -29.17% | -33.33% | 0.00% | 3.60% | 07:53 | 03:03 | 03:03 | 08:17 | 12:18 | 12:18 | 09:15 | 06:51 |
 | Urn of Shadows | 3 | 27.27% | 23.5 | 33.33% | -29.17% | +66.67% | 0.00% | -11.49% | 07:34 | 05:36 | 05:36 | 05:42 | 11:24 | 11:24 | 05:48 | 04:17 |
 | Ring of Protection | 3 | 27.27% | 21.6 | 33.33% | -29.17% | -33.33% | 0.00% | 8.44% | 04:19 | 02:31 | 02:31 | 03:59 | 06:28 | 06:28 | 03:57 | 02:55 |
 | Black King Bar | 4 | 36.36% | 19.6 | 25.00% | -46.43% | -25.00% | -25.00% | 0.00% | 29:36 | 21:54 | 21:54 | 22:40 | 36:16 | 37:33 | 14:22 | 10:38 |
 | Crystalys | 1 | 9.09% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 9.09% | 15.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 35:04 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 9.09% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Diffusal Blade | 2 | 18.18% | 11.8 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 21:23 | 21:07 | 21:07 | 21:38 | 21:38 | 21:38 | 00:31 | 00:22 |
 | Helm of Iron Will | 1 | 9.09% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 9.09% | 7.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 18:00 | 00:00 | 00:00 |
 | Headdress | 1 | 9.09% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 19:48 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 9.09% | 3.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Nullifier | 1 | 9.09% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 00:00 | 00:00 |