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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 Shard | 28 | 82.35% | 100.0 | 67.86% | +51.19% | +3.57% | -10.72% | -2.29% | 19:56 | 15:01 | 16:15 | 19:06 | 22:29 | 28:41 | 06:14 | 04:37 |
 | Void Stone | 17 | 50.00% | 97.8 | 70.59% | +23.53% | +4.41% | +29.41% | 1.54% | 25:36 | 10:19 | 15:41 | 28:02 | 31:57 | 37:40 | 16:16 | 12:02 |
 | Refresher Orb | 7 | 20.59% | 95.7 | 85.71% | +33.86% | -35.71% | +14.29% | 11.41% | 34:42 | 29:38 | 31:27 | 35:03 | 35:50 | 39:08 | 04:23 | 03:14 |
 | Eul's Scepter of Divinity | 4 | 11.76% | 93.5 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 24:54 | 17:14 | 17:14 | 22:47 | 25:39 | 33:57 | 08:25 | 06:14 |
 | Holy Locket | 4 | 11.76% | 91.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 24:55 | 23:31 | 23:31 | 24:10 | 24:47 | 27:11 | 01:16 | 00:56 |
 | Headdress | 19 | 55.88% | 89.1 | 68.42% | +21.75% | -8.42% | -8.42% | 0.00% | 00:54 | -01:29 | -01:29 | -01:29 | -01:01 | 22:27 | 00:28 | 00:20 |
 | Magic Wand | 23 | 67.65% | 87.0 | 65.22% | +19.77% | -15.22% | +1.45% | 4.10% | 10:55 | 04:08 | 08:38 | 11:06 | 12:42 | 20:12 | 04:04 | 03:00 |
 | Ring of Health | 14 | 41.18% | 84.8 | 71.43% | +21.43% | -46.43% | +28.57% | 8.41% | 27:16 | 12:20 | 23:30 | 29:26 | 32:25 | 37:40 | 08:55 | 06:36 |
 | Boots of Speed | 34 | 100.00% | 82.6 | 58.82% | +58.82% | -14.38% | +3.68% | 4.53% | 07:16 | -01:29 | 05:15 | 07:14 | 09:14 | 12:15 | 03:59 | 02:57 |
 | Tranquil Boots | 32 | 94.12% | 80.4 | 59.38% | +9.38% | -21.88% | -21.88% | 0.00% | 09:51 | 04:32 | 07:03 | 09:29 | 12:01 | 22:16 | 04:58 | 03:40 |
 | Wind Lace | 32 | 94.12% | 78.3 | 59.38% | +9.38% | -21.88% | -21.88% | 0.00% | 07:09 | -01:29 | 03:35 | 06:23 | 09:35 | 20:17 | 06:00 | 04:26 |
 | Magic Stick | 28 | 82.35% | 76.1 | 60.71% | +10.71% | +10.72% | +10.72% | 0.00% | 05:47 | -01:29 | 01:44 | 04:56 | 09:25 | 20:11 | 07:41 | 05:41 |
 | Aeon Disk | 6 | 17.65% | 73.9 | 83.33% | +29.76% | +16.67% | +16.67% | 0.00% | 35:57 | 25:43 | 30:14 | 37:44 | 40:41 | 43:17 | 10:27 | 07:44 |
 | Ring of Basilius | 7 | 20.59% | 71.7 | 71.43% | +15.87% | +28.57% | -21.43% | -9.87% | 16:57 | 06:13 | 12:42 | 12:52 | 17:46 | 28:59 | 05:04 | 03:45 |
 | Fluffy Hat | 14 | 41.18% | 69.6 | 57.14% | -2.86% | -7.14% | +9.53% | 1.87% | 17:54 | 06:13 | 13:32 | 16:18 | 22:28 | 30:36 | 08:56 | 06:37 |
 | Veil of Discord | 2 | 5.88% | 67.4 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 19:00 | 16:12 | 16:12 | 21:48 | 21:48 | 21:48 | 05:36 | 04:08 |
 | Crown | 2 | 5.88% | 65.2 | 100.00% | +43.75% | 0.00% | 0.00% | 0.00% | 17:43 | 14:29 | 14:29 | 20:57 | 20:57 | 20:57 | 06:28 | 04:47 |
 | Ring of Protection | 9 | 26.47% | 63.0 | 44.44% | -19.56% | -44.44% | +5.56% | 3.17% | 11:42 | -01:29 | -01:29 | 11:25 | 17:15 | 28:59 | 18:44 | 13:52 |
 | Lotus Orb | 3 | 8.82% | 60.9 | 66.67% | +8.61% | -66.67% | 0.00% | 5.48% | 27:38 | 20:05 | 20:05 | 30:33 | 32:15 | 32:15 | 12:10 | 09:00 |
 | Vladmir's Offering | 3 | 8.82% | 58.7 | 66.67% | +8.61% | +33.33% | 0.00% | -3.51% | 26:19 | 20:15 | 20:15 | 28:59 | 29:44 | 29:44 | 09:29 | 07:01 |
 | Buckler | 3 | 8.82% | 56.5 | 66.67% | +8.61% | +33.33% | 0.00% | -2.09% | 23:07 | 13:02 | 13:02 | 27:19 | 28:59 | 28:59 | 15:57 | 11:48 |
 | Morbid Mask | 3 | 8.82% | 54.3 | 66.67% | +8.61% | +33.33% | 0.00% | -2.80% | 25:05 | 17:10 | 17:10 | 28:59 | 29:05 | 29:05 | 11:55 | 08:49 |
 | Glimmer Cape | 1 | 2.94% | 52.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 |
 | Kaya | 1 | 2.94% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 2.94% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.94% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 25:00 | 00:00 | 00:00 |
 | Soul Ring | 1 | 2.94% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 11:26 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 2.94% | 41.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 41:23 | 00:00 | 00:00 |
 | Sange | 1 | 2.94% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 18:45 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 2.94% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 2.94% | 34.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 17:08 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 2.94% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 12:20 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 2.94% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |
 | Black King Bar | 1 | 2.94% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 2.94% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 24:59 | 00:00 | 00:00 |
 | Force Staff | 5 | 14.71% | 23.9 | 40.00% | -22.07% | -40.00% | -40.00% | 0.00% | 25:24 | 18:02 | 18:02 | 23:06 | 30:36 | 34:44 | 12:34 | 09:18 |
 | Ghost Scepter | 2 | 5.88% | 21.7 | 50.00% | -9.38% | -50.00% | 0.00% | 0.00% | 28:16 | 23:54 | 23:54 | 32:38 | 32:38 | 32:38 | 08:44 | 06:28 |
 | Spirit Vessel | 4 | 11.76% | 19.6 | 25.00% | -38.33% | -25.00% | -25.00% | 0.00% | 21:02 | 17:04 | 17:04 | 20:36 | 20:40 | 25:46 | 03:36 | 02:40 |
 | Urn of Shadows | 5 | 14.71% | 17.4 | 20.00% | -45.52% | -20.00% | -20.00% | 0.00% | 10:42 | 07:21 | 07:21 | 10:11 | 10:28 | 17:18 | 03:07 | 02:18 |
 | Helm of Iron Will | 1 | 2.94% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 18:22 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 2.94% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 20:05 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.94% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Wraith Band | 1 | 2.94% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 2.94% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 12:06 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 2.94% | 4.3 | 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 |
 | Scythe of Vyse | 1 | 2.94% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 23:02 | 00:00 | 00:00 |