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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 | |
 | Aghanim's Scepter | 2 | 25.00% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 28:04 | 18:33 | 18:33 | 37:34 | 37:34 | 37:34 | 19:01 | 14:05 |
 | Drum of Endurance | 4 | 50.00% | 97.1 | 75.00% | +50.00% | +25.00% | +25.00% | 0.00% | 16:22 | 08:22 | 08:22 | 15:40 | 17:12 | 24:12 | 08:50 | 06:32 |
 | Boots of Bearing | 4 | 50.00% | 94.3 | 75.00% | +50.00% | +25.00% | -75.00% | -16.53% | 24:38 | 21:15 | 21:15 | 21:24 | 27:18 | 28:33 | 06:03 | 04:28 |
 | Magic Wand | 7 | 87.50% | 91.4 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 04:11 | -01:29 | -01:29 | 03:39 | 04:05 | 10:59 | 05:34 | 04:07 |
 | Wind Lace | 7 | 87.50% | 88.6 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 13:54 | 04:46 | 06:07 | 07:46 | 20:49 | 25:18 | 14:42 | 10:53 |
 | Boots of Speed | 8 | 100.00% | 85.7 | 50.00% | +50.00% | 0.00% | 0.00% | 0.00% | 04:56 | 01:50 | 04:08 | 04:57 | 05:44 | 06:47 | 01:36 | 01:11 |
 | Magic Stick | 5 | 62.50% | 82.9 | 60.00% | +26.67% | +40.00% | -60.00% | -12.05% | 05:19 | 00:47 | 00:47 | 03:19 | 09:05 | 10:28 | 08:18 | 06:08 |
 | Tranquil Boots | 5 | 62.50% | 80.0 | 60.00% | +26.67% | -60.00% | +40.00% | 7.18% | 13:01 | 07:07 | 07:07 | 07:51 | 21:03 | 21:15 | 13:56 | 10:19 |
 | Ring of Health | 3 | 37.50% | 77.1 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 15:55 | 08:08 | 08:08 | 19:48 | 19:49 | 19:49 | 11:41 | 08:39 |
 | Hood of Defiance | 3 | 37.50% | 74.3 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 16:51 | 10:12 | 10:12 | 20:07 | 20:13 | 20:13 | 10:01 | 07:25 |
 | Pipe of Insight | 3 | 37.50% | 71.4 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 21:01 | 15:45 | 15:45 | 23:39 | 23:40 | 23:40 | 07:55 | 05:51 |
 | Buckler | 7 | 87.50% | 68.6 | 42.86% | -57.14% | -42.86% | -42.86% | 0.00% | 12:45 | 08:55 | 09:31 | 12:28 | 13:06 | 17:22 | 03:35 | 02:39 |
 | Ring of Protection | 7 | 87.50% | 65.7 | 42.86% | -57.14% | +7.14% | +7.14% | 0.00% | 08:53 | -01:29 | 05:52 | 09:48 | 11:31 | 15:04 | 05:39 | 04:11 |
 | Blight Stone | 4 | 50.00% | 62.9 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Morbid Mask | 5 | 62.50% | 60.0 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 15:15 | 10:17 | 10:17 | 13:03 | 19:00 | 22:32 | 08:43 | 06:27 |
 | Vladmir's Offering | 5 | 62.50% | 57.1 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 16:34 | 11:13 | 11:13 | 14:04 | 19:09 | 25:02 | 07:56 | 05:52 |
 | Headdress | 5 | 62.50% | 54.3 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 12:22 | 03:47 | 03:47 | 15:08 | 15:55 | 21:02 | 12:08 | 08:59 |
 | Ring of Basilius | 5 | 62.50% | 51.4 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 08:29 | 02:41 | 02:41 | 08:52 | 10:37 | 15:04 | 07:56 | 05:52 |
 | Sange | 1 | 12.50% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 28:38 | 00:00 | 00:00 |
 | Cornucopia | 1 | 12.50% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 27:08 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 12.50% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 27:18 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 12.50% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 31:15 | 00:00 | 00:00 |
 | Crown | 2 | 25.00% | 37.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 16:31 | 08:35 | 08:35 | 24:27 | 24:27 | 24:27 | 15:52 | 11:45 |
 | Wraith Pact | 2 | 25.00% | 34.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 36:12 | 17:49 | 17:49 | 54:34 | 54:34 | 54:34 | 36:45 | 27:13 |
 | Solar Crest | 2 | 25.00% | 31.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 19:51 | 13:28 | 13:28 | 26:14 | 26:14 | 26:14 | 12:46 | 09:27 |
 | Assault Cuirass | 2 | 25.00% | 28.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 41:56 | 40:47 | 40:47 | 43:05 | 43:05 | 43:05 | 02:18 | 01:42 |
 | Medallion of Courage | 2 | 25.00% | 25.7 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 08:09 | 03:49 | 03:49 | 12:28 | 12:28 | 12:28 | 08:39 | 06:24 |
 | Null Talisman | 2 | 25.00% | 22.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 05:32 | 02:44 | 02:44 | 08:20 | 08:20 | 08:20 | 05:36 | 04:08 |
 | Guardian Greaves | 3 | 37.50% | 20.0 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 19:32 | 16:51 | 16:51 | 17:22 | 24:24 | 24:24 | 07:33 | 05:35 |
 | Arcane Boots | 3 | 37.50% | 17.1 | 33.33% | -26.67% | +66.67% | 0.00% | 0.00% | 11:56 | 08:35 | 08:35 | 12:09 | 15:04 | 15:04 | 06:29 | 04:48 |
 | Mekansm | 3 | 37.50% | 14.3 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 13:38 | 10:25 | 10:25 | 12:28 | 18:02 | 18:02 | 07:37 | 05:38 |
 | Aghanim's Shard | 4 | 50.00% | 11.4 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 24:01 | 20:26 | 20:26 | 23:06 | 23:13 | 29:19 | 02:47 | 02:03 |
 | Chainmail | 4 | 50.00% | 8.6 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 09:20 | 03:12 | 03:12 | 08:56 | 09:14 | 15:56 | 06:02 | 04:28 |
 | Black King Bar | 1 | 12.50% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 48:00 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 12.50% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |