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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 | |
 | Orchid Malevolence | 63 | 85.14% | 100.0 | 53.97% | +35.79% | +27.28% | -10.22% | -14.06% | 16:29 | 10:51 | 14:06 | 15:13 | 16:46 | 43:49 | 02:40 | 01:58 |
 | Ring of Health | 22 | 29.73% | 97.8 | 63.64% | +21.33% | +36.36% | -3.64% | -3.84% | 32:37 | 19:21 | 26:19 | 31:05 | 36:44 | 50:13 | 10:25 | 07:42 |
 | Void Stone | 34 | 45.95% | 95.6 | 58.82% | +18.82% | +7.85% | -21.32% | -1.50% | 27:25 | 10:43 | 15:44 | 29:25 | 35:13 | 46:38 | 19:29 | 14:25 |
 | Assault Cuirass | 9 | 12.16% | 93.3 | 77.78% | +33.16% | +22.22% | -27.78% | -13.95% | 32:28 | 26:04 | 29:55 | 30:52 | 33:30 | 39:23 | 03:35 | 02:39 |
 | Buckler | 9 | 12.16% | 91.1 | 77.78% | +33.16% | +22.22% | -27.78% | -13.04% | 31:18 | 24:29 | 28:26 | 29:31 | 32:16 | 39:09 | 03:50 | 02:50 |
 | Null Talisman | 73 | 98.65% | 88.9 | 49.32% | +49.32% | -4.88% | +6.24% | 4.30% | 03:01 | -00:13 | 01:42 | 02:27 | 04:17 | 07:36 | 02:35 | 01:54 |
 | Boots of Speed | 74 | 100.00% | 86.7 | 48.65% | +48.65% | +19.77% | -4.21% | -16.17% | 06:08 | 01:51 | 05:15 | 05:55 | 06:44 | 13:33 | 01:29 | 01:05 |
 | Bottle | 72 | 97.30% | 84.4 | 48.61% | -1.39% | -4.17% | -9.72% | -4.76% | 03:09 | 01:37 | 02:32 | 02:50 | 03:42 | 08:04 | 01:10 | 00:51 |
 | Linken's Sphere | 20 | 27.03% | 82.2 | 60.00% | +15.56% | +40.00% | 0.00% | -4.70% | 32:58 | 22:34 | 28:19 | 31:13 | 36:50 | 47:12 | 08:31 | 06:18 |
 | Power Treads | 59 | 79.73% | 80.0 | 49.15% | +2.48% | +24.18% | -9.15% | -8.51% | 12:04 | 05:15 | 08:30 | 09:58 | 12:25 | 29:09 | 03:55 | 02:54 |
 | Black King Bar | 59 | 79.73% | 77.8 | 49.15% | +2.48% | +17.52% | -9.15% | -7.55% | 23:23 | 15:45 | 21:28 | 23:11 | 25:00 | 30:59 | 03:32 | 02:37 |
 | Magic Wand | 49 | 66.22% | 75.6 | 48.98% | +0.98% | +9.35% | +1.02% | -1.86% | 06:20 | -01:29 | 03:47 | 06:29 | 08:15 | 16:17 | 04:28 | 03:18 |
 | Shiva's Guard | 19 | 25.68% | 73.3 | 57.89% | +12.44% | -17.89% | +2.11% | 3.72% | 31:13 | 23:33 | 28:16 | 31:29 | 33:39 | 41:27 | 05:23 | 03:59 |
 | Magic Stick | 52 | 70.27% | 71.1 | 46.15% | -8.40% | +7.70% | -7.69% | -3.61% | 04:57 | -01:29 | 02:42 | 05:33 | 06:58 | 16:08 | 04:16 | 03:09 |
 | Ring of Protection | 11 | 14.86% | 68.9 | 63.64% | +17.61% | +3.03% | +3.03% | 0.00% | 29:43 | 14:45 | 28:26 | 29:30 | 31:31 | 39:09 | 03:05 | 02:17 |
 | Scythe of Vyse | 9 | 12.16% | 66.7 | 66.67% | +20.52% | +33.33% | -16.67% | -8.06% | 38:22 | 31:22 | 33:29 | 39:30 | 39:41 | 44:39 | 06:12 | 04:35 |
 | Eul's Scepter of Divinity | 12 | 16.22% | 64.4 | 58.33% | +11.56% | +8.34% | -25.00% | -9.81% | 17:44 | 14:10 | 14:40 | 15:07 | 18:04 | 34:48 | 03:24 | 02:31 |
 | Wind Lace | 12 | 16.22% | 62.2 | 58.33% | +11.56% | -25.00% | -25.00% | 0.00% | 13:11 | 08:59 | 10:32 | 12:24 | 14:11 | 20:30 | 03:39 | 02:42 |
 | Aeon Disk | 2 | 2.70% | 60.0 | 100.00% | +52.78% | 0.00% | 0.00% | 0.00% | 39:57 | 34:10 | 34:10 | 45:44 | 45:44 | 45:44 | 11:34 | 08:34 |
 | Bloodthorn | 8 | 10.81% | 57.8 | 50.00% | +1.52% | -50.00% | 0.00% | 2.65% | 45:41 | 31:43 | 34:23 | 44:43 | 53:17 | 58:58 | 18:54 | 14:00 |
 | Nullifier | 3 | 4.05% | 55.6 | 66.67% | +18.78% | +33.33% | 0.00% | 0.00% | 36:30 | 34:52 | 34:52 | 37:16 | 37:23 | 37:23 | 02:31 | 01:51 |
 | Helm of Iron Will | 3 | 4.05% | 53.3 | 66.67% | +18.78% | +33.33% | 0.00% | 0.00% | 35:27 | 33:05 | 33:05 | 36:32 | 36:44 | 36:44 | 03:39 | 02:42 |
 | Aghanim's Scepter | 4 | 5.41% | 51.1 | 50.00% | +1.43% | -50.00% | +50.00% | 0.00% | 35:34 | 17:28 | 17:28 | 34:02 | 39:12 | 51:32 | 21:44 | 16:05 |
 | Daedalus | 1 | 1.35% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 |
 | Crystalys | 1 | 1.35% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 35:02 | 00:00 | 00:00 |
 | Yasha | 1 | 1.35% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 1.35% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 50:35 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 1.35% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:32 | 51:32 | 51:32 | 51:32 | 51:32 | 51:32 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.35% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 1.35% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Kaya | 1 | 1.35% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Witch Blade | 5 | 6.76% | 31.1 | 40.00% | -9.28% | -40.00% | -40.00% | 0.00% | 21:56 | 16:08 | 16:08 | 24:25 | 24:36 | 27:18 | 08:28 | 06:16 |
 | Aghanim's Shard | 6 | 8.11% | 28.9 | 33.33% | -16.67% | +16.67% | -33.33% | -2.85% | 44:50 | 28:25 | 35:44 | 43:17 | 53:17 | 1:01:18 | 17:33 | 13:00 |
 | Chainmail | 7 | 9.46% | 26.7 | 28.57% | -22.18% | +21.43% | -28.57% | -6.56% | 24:48 | 12:09 | 16:43 | 23:10 | 24:20 | 49:06 | 07:37 | 05:38 |
 | Ghost Scepter | 2 | 2.70% | 24.4 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 42:54 | 38:01 | 38:01 | 47:46 | 47:46 | 47:46 | 09:45 | 07:13 |
 | Ethereal Blade | 2 | 2.70% | 22.2 | 50.00% | +1.39% | +50.00% | 0.00% | 0.00% | 44:07 | 38:42 | 38:42 | 49:32 | 49:32 | 49:32 | 10:50 | 08:01 |
 | Tranquil Boots | 1 | 1.35% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 1.35% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 00:00 | 00:00 |
 | Blight Stone | 1 | 1.35% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 00:00 | 00:00 |
 | Maelstrom | 2 | 2.70% | 13.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 33:14 | 29:03 | 29:03 | 37:25 | 37:25 | 37:25 | 08:22 | 06:11 |
 | Glimmer Cape | 1 | 1.35% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 41:48 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.35% | 8.9 | 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 |
 | Urn of Shadows | 1 | 1.35% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 1.35% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |
 | Javelin | 3 | 4.05% | 2.2 | 0.00% | -50.70% | 0.00% | 0.00% | 0.00% | 35:14 | 27:56 | 27:56 | 37:25 | 40:22 | 40:22 | 12:26 | 09:12 |