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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 | |
 | Ring of Protection | 3 | 60.00% | 100.0 | 66.67% | +66.67% | -66.67% | 0.00% | 8.21% | 09:52 | 06:35 | 06:35 | 08:20 | 14:42 | 14:42 | 08:07 | 06:00 |
 | Boots of Speed | 5 | 100.00% | 97.1 | 40.00% | +40.00% | +60.00% | -40.00% | -100.00% | 01:37 | -01:29 | -01:29 | 01:28 | 02:03 | 05:20 | 03:32 | 02:37 |
 | Chainmail | 1 | 20.00% | 94.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Buckler | 1 | 20.00% | 91.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 18:24 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 20.00% | 88.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Blight Stone | 1 | 20.00% | 85.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Solar Crest | 1 | 20.00% | 82.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 20.00% | 80.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 20.00% | 77.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 17:49 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 20.00% | 74.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 17:54 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 20.00% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 20.00% | 68.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 21:43 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 20.00% | 65.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 00:00 | 00:00 |
 | Magic Stick | 2 | 40.00% | 62.9 | 50.00% | +16.67% | -50.00% | 0.00% | 16.22% | 02:59 | 01:26 | 01:26 | 04:31 | 04:31 | 04:31 | 03:05 | 02:17 |
 | Urn of Shadows | 2 | 40.00% | 60.0 | 50.00% | +16.67% | -50.00% | 0.00% | 30.00% | 08:02 | 07:12 | 07:12 | 08:52 | 08:52 | 08:52 | 01:40 | 01:14 |
 | Void Stone | 2 | 40.00% | 57.1 | 50.00% | +16.67% | +50.00% | 0.00% | -2.28% | 28:48 | 17:49 | 17:49 | 39:46 | 39:46 | 39:46 | 21:57 | 16:15 |
 | Force Staff | 2 | 40.00% | 54.3 | 50.00% | +16.67% | +50.00% | 0.00% | -8.96% | 17:00 | 14:12 | 14:12 | 19:47 | 19:47 | 19:47 | 05:35 | 04:08 |
 | Fluffy Hat | 2 | 40.00% | 51.4 | 50.00% | +16.67% | +50.00% | 0.00% | -7.08% | 09:05 | 05:33 | 05:33 | 12:37 | 12:37 | 12:37 | 07:04 | 05:14 |
 | Ethereal Blade | 2 | 40.00% | 48.6 | 50.00% | +16.67% | -50.00% | 0.00% | 22.06% | 29:11 | 28:03 | 28:03 | 30:19 | 30:19 | 30:19 | 02:16 | 01:40 |
 | Ghost Scepter | 2 | 40.00% | 45.7 | 50.00% | +16.67% | -50.00% | 0.00% | 23.62% | 28:55 | 27:51 | 27:51 | 29:58 | 29:58 | 29:58 | 02:07 | 01:34 |
 | Spirit Vessel | 2 | 40.00% | 42.9 | 50.00% | +16.67% | -50.00% | 0.00% | 50.00% | 11:41 | 11:20 | 11:20 | 12:01 | 12:01 | 12:01 | 00:41 | 00:30 |
 | Crown | 2 | 40.00% | 40.0 | 50.00% | +16.67% | -50.00% | 0.00% | 1.74% | 14:23 | -01:29 | -01:29 | 30:15 | 30:15 | 30:15 | 31:44 | 23:30 |
 | Kaya | 2 | 40.00% | 37.1 | 50.00% | +16.67% | -50.00% | 0.00% | 16.85% | 25:00 | 23:31 | 23:31 | 26:29 | 26:29 | 26:29 | 02:58 | 02:11 |
 | Null Talisman | 2 | 40.00% | 34.3 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Tranquil Boots | 2 | 40.00% | 31.4 | 50.00% | +16.67% | +50.00% | 0.00% | -8.70% | 06:33 | 03:40 | 03:40 | 09:25 | 09:25 | 09:25 | 05:45 | 04:15 |
 | Wind Lace | 2 | 40.00% | 28.6 | 50.00% | +16.67% | +50.00% | 0.00% | -7.98% | 05:23 | 02:15 | 02:15 | 08:31 | 08:31 | 08:31 | 06:16 | 04:38 |
 | Black King Bar | 3 | 60.00% | 25.7 | 33.33% | -16.67% | -33.33% | 0.00% | 4.26% | 23:37 | 19:55 | 19:55 | 23:12 | 27:44 | 27:44 | 07:49 | 05:47 |
 | Magic Wand | 1 | 20.00% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 07:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 20.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 34:56 | 00:00 | 00:00 |
 | Dagon (level 4) | 1 | 20.00% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |
 | Dagon (level 3) | 1 | 20.00% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:23 | 15:23 | 15:23 | 15:23 | 15:23 | 15:23 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 20.00% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 13:12 | 00:00 | 00:00 |
 | Ring of Health | 1 | 20.00% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 39:46 | 00:00 | 00:00 |
 | Dagon | 1 | 20.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 11:23 | 00:00 | 00:00 |
 | Dagon (level 5) | 1 | 20.00% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 20:15 | 00:00 | 00:00 |