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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 | 8 | 42.11% | 100.0 | 62.50% | +35.23% | -12.50% | -12.50% | 0.00% | 22:52 | 19:04 | 19:30 | 20:47 | 23:14 | 32:29 | 03:44 | 02:45 |
 | Force Staff | 6 | 31.58% | 97.7 | 66.67% | +35.90% | +33.33% | +33.33% | 0.00% | 19:26 | 10:19 | 13:29 | 14:30 | 28:06 | 33:33 | 14:37 | 10:49 |
 | Blink Dagger | 11 | 57.89% | 95.5 | 54.55% | +29.55% | +12.12% | -21.22% | -11.30% | 21:16 | 15:07 | 19:39 | 20:25 | 22:36 | 27:26 | 02:57 | 02:11 |
 | Ring of Basilius | 17 | 89.47% | 93.2 | 47.06% | +47.06% | +2.94% | -22.06% | -6.49% | 06:14 | 02:50 | 03:50 | 05:24 | 07:41 | 13:32 | 03:51 | 02:51 |
 | Ring of Aquila | 17 | 89.47% | 90.9 | 47.06% | +47.06% | +27.94% | -47.06% | -22.96% | 06:56 | 03:31 | 04:59 | 07:12 | 08:15 | 13:32 | 03:16 | 02:25 |
 | Wraith Band | 17 | 89.47% | 88.6 | 47.06% | +47.06% | +2.94% | -47.06% | -12.82% | 05:46 | -01:29 | 03:50 | 05:47 | 07:44 | 09:25 | 03:54 | 02:53 |
 | Magic Wand | 18 | 94.74% | 86.4 | 44.44% | +44.44% | -4.44% | +5.56% | 1.71% | 08:09 | 00:53 | 04:43 | 08:22 | 10:33 | 17:35 | 05:50 | 04:19 |
 | Ring of Protection | 18 | 94.74% | 84.1 | 44.44% | +44.44% | +15.56% | -44.44% | -20.11% | 06:31 | 02:50 | 04:42 | 05:24 | 07:41 | 13:21 | 02:59 | 02:12 |
 | Boots of Speed | 19 | 100.00% | 81.8 | 42.11% | +42.11% | +37.89% | -22.11% | -20.57% | 04:15 | 01:17 | 02:23 | 02:52 | 05:18 | 10:14 | 02:55 | 02:09 |
 | Magic Stick | 19 | 100.00% | 79.5 | 42.11% | +42.11% | -22.11% | +57.89% | 38.10% | 04:08 | 00:37 | 01:16 | 02:52 | 03:22 | 17:35 | 02:06 | 01:33 |
 | Dragon Lance | 7 | 36.84% | 77.3 | 57.14% | +23.81% | -7.14% | -7.14% | 0.00% | 20:41 | 11:24 | 12:37 | 22:52 | 23:30 | 29:01 | 10:53 | 08:03 |
 | Hurricane Pike | 5 | 26.32% | 75.0 | 60.00% | +24.29% | -60.00% | +40.00% | 18.63% | 28:21 | 23:39 | 23:39 | 28:21 | 29:01 | 33:36 | 05:22 | 03:58 |
 | Veil of Discord | 9 | 47.37% | 72.7 | 44.44% | +4.44% | +55.56% | -44.44% | -21.51% | 16:29 | 11:46 | 12:57 | 16:22 | 17:36 | 21:31 | 04:39 | 03:26 |
 | Helm of Iron Will | 10 | 52.63% | 70.5 | 40.00% | -4.44% | +26.67% | -40.00% | -9.83% | 16:47 | 07:38 | 12:54 | 14:58 | 19:41 | 34:09 | 06:47 | 05:01 |
 | Null Talisman | 10 | 52.63% | 68.2 | 40.00% | -4.44% | +26.67% | -40.00% | -23.39% | 14:57 | 10:41 | 12:43 | 12:54 | 15:34 | 28:01 | 02:51 | 02:06 |
 | Power Treads | 15 | 78.95% | 65.9 | 33.33% | -41.67% | -8.33% | -33.33% | -4.53% | 11:18 | 06:12 | 08:35 | 11:14 | 14:06 | 16:47 | 05:31 | 04:05 |
 | Wind Lace | 4 | 21.05% | 63.6 | 50.00% | +10.00% | +50.00% | -50.00% | -8.38% | 28:15 | 13:50 | 13:50 | 19:07 | 25:46 | 54:18 | 11:56 | 08:50 |
 | Ring of Health | 4 | 21.05% | 61.4 | 50.00% | +10.00% | -50.00% | +50.00% | 16.26% | 13:23 | 06:42 | 06:42 | 12:29 | 12:51 | 21:31 | 06:09 | 04:33 |
 | Hood of Defiance | 4 | 21.05% | 59.1 | 50.00% | +10.00% | -50.00% | +50.00% | 28.57% | 15:26 | 11:42 | 11:42 | 13:20 | 15:12 | 21:31 | 03:30 | 02:35 |
 | Tranquil Boots | 1 | 5.26% | 56.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 20:53 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.26% | 54.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Mjollnir | 1 | 5.26% | 52.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Spirit Vessel | 1 | 5.26% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |
 | Aghanim's Scepter | 5 | 26.32% | 47.7 | 40.00% | -2.86% | +60.00% | +60.00% | 0.00% | 31:52 | 26:09 | 26:09 | 33:16 | 34:20 | 34:37 | 08:11 | 06:03 |
 | Javelin | 2 | 10.53% | 45.5 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 33:20 | 33:08 | 33:08 | 33:31 | 33:31 | 33:31 | 00:23 | 00:17 |
 | Maelstrom | 2 | 10.53% | 43.2 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 33:20 | 33:08 | 33:08 | 33:31 | 33:31 | 33:31 | 00:23 | 00:17 |
 | Pipe of Insight | 2 | 10.53% | 40.9 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 24:14 | 23:30 | 23:30 | 24:58 | 24:58 | 24:58 | 01:28 | 01:05 |
 | Urn of Shadows | 2 | 10.53% | 38.6 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 13:14 | 11:34 | 11:34 | 14:54 | 14:54 | 14:54 | 03:20 | 02:28 |
 | Eul's Scepter of Divinity | 3 | 15.79% | 36.4 | 33.33% | -10.42% | +66.67% | 0.00% | 0.00% | 34:58 | 25:15 | 25:15 | 25:22 | 54:18 | 54:18 | 29:03 | 21:31 |
 | Headdress | 3 | 15.79% | 34.1 | 33.33% | -10.42% | -33.33% | 0.00% | 0.00% | 23:25 | 22:55 | 22:55 | 23:05 | 24:14 | 24:14 | 01:19 | 00:58 |
 | Void Stone | 5 | 26.32% | 31.8 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 37:01 | 23:34 | 23:34 | 36:52 | 45:08 | 54:18 | 21:34 | 15:58 |
 | Scythe of Vyse | 2 | 10.53% | 29.5 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 43:14 | 37:16 | 37:16 | 49:11 | 49:11 | 49:11 | 11:55 | 08:49 |
 | Yasha | 1 | 5.26% | 27.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 22:55 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 5.26% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 17:04 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.26% | 22.7 | 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 |
 | Medallion of Courage | 1 | 5.26% | 20.5 | 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 |
 | Manta Style | 1 | 5.26% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |
 | Solar Crest | 1 | 5.26% | 15.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 5.26% | 13.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 32:20 | 00:00 | 00:00 |
 | Buckler | 1 | 5.26% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Blight Stone | 1 | 5.26% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 18:11 | 00:00 | 00:00 |
 | Mekansm | 1 | 5.26% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 23:00 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.26% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 36:22 | 00:00 | 00:00 |
 | Chainmail | 2 | 10.53% | 2.3 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 20:03 | 18:11 | 18:11 | 21:55 | 21:55 | 21:55 | 03:44 | 02:45 |