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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 | 8 | 88.89% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 02:23 | -01:29 | 00:45 | 01:49 | 02:48 | 06:49 | 02:03 | 01:31 |
 | Spirit Vessel | 6 | 66.67% | 97.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 13:07 | 09:50 | 10:16 | 11:55 | 14:04 | 20:02 | 03:48 | 02:48 |
 | Aghanim's Scepter | 5 | 55.56% | 94.3 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 23:57 | 19:48 | 19:48 | 21:08 | 27:42 | 30:42 | 07:54 | 05:51 |
 | Wraith Band | 4 | 44.44% | 91.4 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 02:56 | 01:42 | 01:42 | 02:17 | 03:11 | 04:34 | 01:29 | 01:05 |
 | Urn of Shadows | 8 | 88.89% | 88.6 | 87.50% | -12.50% | +12.50% | -37.50% | -15.46% | 06:53 | 04:57 | 05:07 | 05:46 | 08:21 | 10:56 | 03:14 | 02:23 |
 | Ring of Protection | 8 | 88.89% | 85.7 | 87.50% | -12.50% | +12.50% | -37.50% | -13.51% | 04:48 | 01:32 | 02:32 | 03:53 | 06:14 | 08:26 | 03:42 | 02:44 |
 | Magic Wand | 8 | 88.89% | 82.9 | 87.50% | -12.50% | -37.50% | +12.50% | 13.51% | 03:49 | -01:29 | 01:11 | 03:48 | 04:53 | 08:33 | 03:42 | 02:44 |
 | Void Stone | 5 | 55.56% | 80.0 | 80.00% | -20.00% | +20.00% | +20.00% | 0.00% | 24:22 | 17:36 | 17:36 | 26:22 | 29:17 | 30:31 | 11:41 | 08:39 |
 | Blink Dagger | 2 | 22.22% | 77.1 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 29:42 | 22:52 | 22:52 | 36:31 | 36:31 | 36:31 | 13:39 | 10:06 |
 | Force Staff | 2 | 22.22% | 74.3 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 38:06 | 33:47 | 33:47 | 42:24 | 42:24 | 42:24 | 08:37 | 06:22 |
 | Eul's Scepter of Divinity | 2 | 22.22% | 71.4 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 19:59 | 18:06 | 18:06 | 21:51 | 21:51 | 21:51 | 03:45 | 02:46 |
 | Wind Lace | 2 | 22.22% | 68.6 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 18:03 | 15:52 | 15:52 | 20:13 | 20:13 | 20:13 | 04:21 | 03:13 |
 | Vladmir's Offering | 2 | 22.22% | 65.7 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 21:40 | 18:58 | 18:58 | 24:22 | 24:22 | 24:22 | 05:24 | 04:00 |
 | Morbid Mask | 2 | 22.22% | 62.9 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 20:39 | 16:55 | 16:55 | 24:22 | 24:22 | 24:22 | 07:27 | 05:31 |
 | Fluffy Hat | 2 | 22.22% | 60.0 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 38:05 | 33:47 | 33:47 | 42:23 | 42:23 | 42:23 | 08:36 | 06:22 |
 | Quelling Blade | 2 | 22.22% | 57.1 | 100.00% | +14.29% | 0.00% | 0.00% | 0.00% | 09:58 | 09:26 | 09:26 | 10:30 | 10:30 | 10:30 | 01:04 | 00:47 |
 | Buckler | 3 | 33.33% | 54.3 | 66.67% | -33.33% | +33.33% | 0.00% | -1.66% | 23:48 | 13:28 | 13:28 | 24:22 | 33:34 | 33:34 | 20:06 | 14:53 |
 | Ring of Basilius | 3 | 33.33% | 51.4 | 66.67% | -33.33% | +33.33% | 0.00% | -1.68% | 24:32 | 14:43 | 14:43 | 24:22 | 34:30 | 34:30 | 19:47 | 14:39 |
 | Maelstrom | 1 | 11.11% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:53 | 08:53 | 08:53 | 08:53 | 08:53 | 08:53 | 00:00 | 00:00 |
 | Hurricane Pike | 1 | 11.11% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 11.11% | 42.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 43:47 | 00:00 | 00:00 |
 | Dragon Lance | 1 | 11.11% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 14:39 | 00:00 | 00:00 |
 | Aether Lens | 1 | 11.11% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Lotus Orb | 1 | 11.11% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 11.11% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 22:02 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 11.11% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Mjollnir | 1 | 11.11% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 11.11% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 27:14 | 00:00 | 00:00 |
 | Black King Bar | 1 | 11.11% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 18:04 | 00:00 | 00:00 |
 | Javelin | 1 | 11.11% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 04:24 | 00:00 | 00:00 |
 | Headdress | 1 | 11.11% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Power Treads | 1 | 11.11% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Ring of Health | 1 | 11.11% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Boots of Speed | 1 | 11.11% | 5.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 11:38 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 11.11% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 29:27 | 00:00 | 00:00 |