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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 | |
 | Magic Stick | 5 | 83.33% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 02:39 | 01:25 | 01:25 | 01:53 | 02:35 | 05:32 | 01:10 | 00:51 |
 | Pipe of Insight | 4 | 66.67% | 97.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 24:20 | 17:40 | 17:40 | 19:23 | 30:01 | 30:14 | 12:21 | 09:08 |
 | Sange | 3 | 50.00% | 95.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 35:42 | 26:58 | 26:58 | 38:20 | 41:48 | 41:48 | 14:50 | 10:59 |
 | Ring of Protection | 6 | 100.00% | 93.2 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 09:01 | 02:03 | 03:04 | 09:54 | 12:47 | 13:35 | 09:43 | 07:11 |
 | Boots of Speed | 6 | 100.00% | 90.9 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 04:30 | 03:34 | 03:38 | 04:15 | 05:13 | 05:56 | 01:35 | 01:10 |
 | Magic Wand | 6 | 100.00% | 88.6 | 83.33% | +83.33% | -33.33% | +16.67% | 13.57% | 05:03 | -01:28 | 04:28 | 05:25 | 08:09 | 08:10 | 03:41 | 02:43 |
 | Headdress | 6 | 100.00% | 86.4 | 83.33% | +83.33% | -33.33% | +16.67% | 8.02% | 11:18 | 06:33 | 08:51 | 08:56 | 15:05 | 17:40 | 06:14 | 04:37 |
 | Buckler | 5 | 83.33% | 84.1 | 80.00% | -20.00% | -80.00% | +20.00% | 29.13% | 16:53 | 12:40 | 12:40 | 14:03 | 16:06 | 28:50 | 03:26 | 02:32 |
 | Aghanim's Shard | 5 | 83.33% | 81.8 | 80.00% | -20.00% | +20.00% | +20.00% | 0.00% | 25:46 | 20:19 | 20:19 | 25:43 | 26:10 | 32:54 | 05:51 | 04:20 |
 | Ring of Health | 5 | 83.33% | 79.5 | 80.00% | -20.00% | +20.00% | -80.00% | -8.46% | 19:29 | 12:22 | 12:22 | 22:05 | 24:11 | 24:44 | 11:49 | 08:45 |
 | Hood of Defiance | 5 | 83.33% | 77.3 | 80.00% | -20.00% | +20.00% | -80.00% | -8.42% | 19:36 | 12:22 | 12:22 | 22:05 | 24:15 | 25:02 | 11:53 | 08:48 |
 | Black King Bar | 2 | 33.33% | 75.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 58:04 | 55:10 | 55:10 | 60:58 | 60:58 | 60:58 | 05:48 | 04:17 |
 | Urn of Shadows | 2 | 33.33% | 72.7 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 04:41 | 03:57 | 03:57 | 05:25 | 05:25 | 05:25 | 01:28 | 01:05 |
 | Blink Dagger | 2 | 33.33% | 70.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 34:14 | 33:43 | 33:43 | 34:44 | 34:44 | 34:44 | 01:01 | 00:45 |
 | Heaven's Halberd | 2 | 33.33% | 68.2 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 42:15 | 39:28 | 39:28 | 45:01 | 45:01 | 45:01 | 05:33 | 04:06 |
 | Tranquil Boots | 2 | 33.33% | 65.9 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 37:02 | 11:25 | 11:25 | 1:02:39 | 1:02:39 | 1:02:39 | 51:14 | 37:57 |
 | Mekansm | 4 | 66.67% | 63.6 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 11:58 | 10:32 | 10:32 | 11:59 | 12:02 | 13:18 | 01:30 | 01:06 |
 | Wraith Band | 4 | 66.67% | 61.4 | 75.00% | -25.00% | +25.00% | -75.00% | -100.00% | 01:53 | 00:58 | 00:58 | 01:24 | 01:33 | 03:35 | 00:35 | 00:25 |
 | Force Staff | 4 | 66.67% | 59.1 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 21:33 | 21:04 | 21:04 | 21:23 | 21:50 | 21:55 | 00:46 | 00:34 |
 | Wind Lace | 4 | 66.67% | 56.8 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 28:12 | 06:37 | 06:37 | 11:02 | 32:30 | 1:02:38 | 25:53 | 19:10 |
 | Chainmail | 4 | 66.67% | 54.5 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 09:41 | 07:38 | 07:38 | 09:46 | 09:58 | 11:23 | 02:20 | 01:43 |
 | Fluffy Hat | 4 | 66.67% | 52.3 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 17:15 | 15:39 | 15:39 | 16:00 | 18:13 | 19:08 | 02:34 | 01:54 |
 | Guardian Greaves | 4 | 66.67% | 50.0 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 16:34 | 15:45 | 15:45 | 16:06 | 16:32 | 17:52 | 00:47 | 00:34 |
 | Arcane Boots | 4 | 66.67% | 47.7 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 07:31 | 05:35 | 05:35 | 06:57 | 07:44 | 09:47 | 02:09 | 01:35 |
 | Aeon Disk | 1 | 16.67% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 40:05 | 00:00 | 00:00 |
 | Kaya | 1 | 16.67% | 43.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 16.67% | 40.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 10:43 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 16.67% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 16.67% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:28 | 1:15:28 | 1:15:28 | 1:15:28 | 1:15:28 | 1:15:28 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 16.67% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 1:02:39 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 16.67% | 31.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 16.67% | 29.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 28:15 | 00:00 | 00:00 |
 | Power Treads | 1 | 16.67% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Void Stone | 1 | 16.67% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:15:28 | 1:15:28 | 1:15:28 | 1:15:28 | 1:15:28 | 1:15:28 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 16.67% | 22.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 00:00 | 00:00 |
 | Ring of Basilius | 2 | 33.33% | 20.5 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 30:37 | 28:50 | 28:50 | 32:23 | 32:23 | 32:23 | 03:33 | 02:37 |
 | Vladmir's Offering | 2 | 33.33% | 18.2 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 30:38 | 28:51 | 28:51 | 32:24 | 32:24 | 32:24 | 03:33 | 02:37 |
 | Ghost Scepter | 2 | 33.33% | 15.9 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 44:16 | 36:36 | 36:36 | 51:55 | 51:55 | 51:55 | 15:19 | 11:20 |
 | Morbid Mask | 2 | 33.33% | 13.6 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 30:37 | 28:51 | 28:51 | 32:23 | 32:23 | 32:23 | 03:32 | 02:37 |
 | Wraith Pact | 2 | 33.33% | 11.4 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 40:41 | 32:21 | 32:21 | 49:01 | 49:01 | 49:01 | 16:40 | 12:20 |
 | Medallion of Courage | 1 | 16.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Solar Crest | 1 | 16.67% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Blight Stone | 1 | 16.67% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Crown | 1 | 16.67% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |