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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 | |
 | Black King Bar | 1 | 16.67% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 26:21 | 00:00 | 00:00 |
 | Buckler | 1 | 16.67% | 97.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 16.67% | 94.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 |
 | Chainmail | 1 | 16.67% | 91.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 12:12 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 16.67% | 88.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 17:21 | 00:00 | 00:00 |
 | Mekansm | 1 | 16.67% | 86.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 12:24 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 16.67% | 83.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 14:46 | 00:00 | 00:00 |
 | Headdress | 2 | 33.33% | 80.6 | 50.00% | +50.00% | -50.00% | 0.00% | 13.95% | 10:25 | 08:37 | 08:37 | 12:12 | 12:12 | 12:12 | 03:35 | 02:39 |
 | Arcane Boots | 3 | 50.00% | 77.8 | 33.33% | +33.33% | -33.33% | 0.00% | 2.75% | 14:07 | 07:59 | 07:59 | 14:15 | 20:06 | 20:06 | 12:07 | 08:58 |
 | Hood of Defiance | 4 | 66.67% | 75.0 | 25.00% | +25.00% | +75.00% | -25.00% | -42.55% | 07:42 | 06:10 | 06:10 | 06:40 | 08:31 | 09:27 | 02:21 | 01:44 |
 | Ring of Health | 4 | 66.67% | 72.2 | 25.00% | +25.00% | +75.00% | -25.00% | -72.29% | 06:40 | 05:06 | 05:06 | 05:39 | 06:29 | 09:25 | 01:23 | 01:01 |
 | Null Talisman | 4 | 66.67% | 69.4 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 01:33 | 00:14 | 00:14 | 01:01 | 02:05 | 02:53 | 01:51 | 01:22 |
 | Magic Stick | 6 | 100.00% | 66.7 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 01:14 | -01:29 | -01:28 | 01:13 | 03:34 | 04:11 | 05:02 | 03:43 |
 | Boots of Speed | 6 | 100.00% | 63.9 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 03:47 | 02:14 | 02:32 | 02:51 | 05:16 | 06:29 | 02:44 | 02:01 |
 | Magic Wand | 5 | 83.33% | 61.1 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 07:22 | 01:39 | 01:39 | 04:19 | 07:19 | 19:53 | 05:40 | 04:11 |
 | Wind Lace | 5 | 83.33% | 58.3 | 20.00% | +20.00% | -20.00% | -20.00% | 0.00% | 06:53 | 03:41 | 03:41 | 06:46 | 07:57 | 09:18 | 04:16 | 03:09 |
 | Heaven's Halberd | 1 | 16.67% | 55.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 18:43 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 16.67% | 52.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Kaya | 1 | 16.67% | 50.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 38:15 | 00:00 | 00:00 |
 | Holy Locket | 1 | 16.67% | 47.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 09:23 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 16.67% | 44.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 24:09 | 00:00 | 00:00 |
 | Fluffy Hat | 2 | 33.33% | 41.7 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 08:18 | 04:40 | 04:40 | 11:55 | 11:55 | 11:55 | 07:15 | 05:22 |
 | Crown | 1 | 16.67% | 38.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 18:23 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 33.33% | 36.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 22:56 | 12:35 | 12:35 | 33:17 | 33:17 | 33:17 | 20:42 | 15:20 |
 | Dagon (level 3) | 1 | 16.67% | 33.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 |
 | Dagon (level 2) | 1 | 16.67% | 30.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 23:24 | 00:00 | 00:00 |
 | Sange | 1 | 16.67% | 27.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 11:08 | 00:00 | 00:00 |
 | Radiance | 1 | 16.67% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 00:00 | 00:00 |
 | Dagon | 1 | 16.67% | 22.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 18:49 | 00:00 | 00:00 |
 | Force Staff | 1 | 16.67% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 14:13 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 3 | 50.00% | 16.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 14:10 | 12:59 | 12:59 | 14:43 | 14:48 | 14:48 | 01:49 | 01:20 |
 | Scythe of Vyse | 1 | 16.67% | 13.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 44:25 | 00:00 | 00:00 |
 | Wraith Band | 1 | 16.67% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 01:52 | 00:00 | 00:00 |
 | Power Treads | 2 | 33.33% | 8.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 05:44 | 03:51 | 03:51 | 07:37 | 07:37 | 07:37 | 03:46 | 02:47 |
 | Void Stone | 4 | 66.67% | 5.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:04 | 10:00 | 10:00 | 14:31 | 14:41 | 21:05 | 04:41 | 03:28 |
 | Aghanim's Shard | 4 | 66.67% | 2.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:20 | 21:16 | 21:16 | 21:21 | 28:34 | 30:07 | 07:18 | 05:24 |