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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 | 3 | 17.65% | 100.0 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 41:27 | 34:33 | 34:33 | 43:38 | 46:11 | 46:11 | 11:38 | 08:37 |
 | Ring of Basilius | 5 | 29.41% | 97.5 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 20:36 | 16:39 | 16:39 | 20:23 | 22:35 | 25:06 | 05:56 | 04:23 |
 | Morbid Mask | 5 | 29.41% | 95.0 | 80.00% | +46.67% | -80.00% | +20.00% | 0.00% | 21:15 | 18:58 | 18:58 | 20:24 | 22:36 | 25:06 | 03:38 | 02:41 |
 | Vladmir's Offering | 5 | 29.41% | 92.5 | 80.00% | +46.67% | -80.00% | +20.00% | 0.00% | 21:43 | 18:59 | 18:59 | 20:27 | 23:50 | 25:06 | 04:51 | 03:35 |
 | Wraith Band | 14 | 82.35% | 90.0 | 57.14% | +57.14% | +17.86% | -23.81% | -38.46% | 02:11 | -01:29 | 01:50 | 02:12 | 02:55 | 06:15 | 01:05 | 00:48 |
 | Magic Stick | 10 | 58.82% | 87.5 | 60.00% | +31.43% | -26.67% | -10.00% | 5.50% | 04:12 | -01:29 | -01:28 | 01:43 | 04:30 | 25:29 | 05:58 | 04:25 |
 | Ring of Protection | 17 | 100.00% | 85.0 | 47.06% | +47.06% | +2.94% | -22.06% | -12.82% | 06:28 | -01:22 | 05:57 | 07:05 | 07:54 | 11:26 | 01:57 | 01:26 |
 | Boots of Speed | 17 | 100.00% | 82.5 | 47.06% | +47.06% | +2.94% | -22.06% | -11.72% | 04:51 | 02:01 | 03:42 | 04:38 | 05:50 | 07:22 | 02:08 | 01:34 |
 | Arcane Boots | 17 | 100.00% | 80.0 | 47.06% | +47.06% | +2.94% | +2.94% | 0.00% | 07:25 | 05:19 | 06:01 | 07:10 | 08:31 | 10:31 | 02:30 | 01:51 |
 | Soul Ring | 17 | 100.00% | 77.5 | 47.06% | +47.06% | +27.94% | +2.94% | -14.02% | 08:42 | 03:53 | 07:43 | 08:57 | 09:30 | 11:30 | 01:47 | 01:19 |
 | Headdress | 17 | 100.00% | 75.0 | 47.06% | +47.06% | +27.94% | -22.06% | -12.50% | 12:24 | 08:03 | 10:10 | 12:36 | 14:10 | 16:27 | 04:00 | 02:57 |
 | Ring of Health | 14 | 82.35% | 72.5 | 50.00% | +16.67% | -25.00% | +16.67% | 3.33% | 21:00 | 10:46 | 11:51 | 13:20 | 24:21 | 1:08:11 | 12:30 | 09:15 |
 | Wraith Pact | 4 | 23.53% | 70.0 | 75.00% | +36.54% | -75.00% | +25.00% | 0.00% | 23:54 | 22:12 | 22:12 | 23:32 | 24:25 | 25:28 | 02:13 | 01:38 |
 | Shiva's Guard | 2 | 11.76% | 67.5 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 37:06 | 36:49 | 36:49 | 37:22 | 37:22 | 37:22 | 00:33 | 00:24 |
 | Quelling Blade | 15 | 88.24% | 65.0 | 46.67% | -3.33% | +28.33% | -21.67% | -50.00% | -00:59 | -01:29 | -01:29 | -01:28 | -01:26 | 01:33 | 00:03 | 00:02 |
 | Buckler | 16 | 94.12% | 62.5 | 43.75% | -56.25% | +31.25% | -43.75% | -9.55% | 18:18 | 13:14 | 14:43 | 17:10 | 22:34 | 23:42 | 07:51 | 05:48 |
 | Chainmail | 16 | 94.12% | 60.0 | 43.75% | -56.25% | +31.25% | -43.75% | -10.49% | 14:06 | 09:35 | 10:11 | 12:21 | 17:20 | 20:53 | 07:09 | 05:17 |
 | Mekansm | 16 | 94.12% | 57.5 | 43.75% | -56.25% | +31.25% | -43.75% | -14.29% | 15:04 | 10:29 | 12:05 | 14:01 | 17:20 | 21:14 | 05:15 | 03:53 |
 | Pipe of Insight | 11 | 64.71% | 55.0 | 45.45% | -4.55% | -12.12% | +21.22% | 8.10% | 20:11 | 14:35 | 15:21 | 17:28 | 19:28 | 33:20 | 04:07 | 03:02 |
 | Hood of Defiance | 11 | 64.71% | 52.5 | 45.45% | -4.55% | -12.12% | +21.22% | 8.13% | 16:32 | 10:55 | 11:31 | 13:05 | 15:37 | 33:20 | 04:06 | 03:02 |
 | Guardian Greaves | 15 | 88.24% | 50.0 | 40.00% | -60.00% | +35.00% | -40.00% | -13.47% | 19:31 | 15:20 | 15:56 | 18:07 | 21:30 | 26:40 | 05:34 | 04:07 |
 | Magic Wand | 11 | 64.71% | 47.5 | 36.36% | -30.31% | -36.36% | +30.31% | 8.32% | 06:34 | -01:29 | -01:29 | 05:06 | 09:30 | 25:29 | 10:59 | 08:08 |
 | Void Stone | 7 | 41.18% | 45.0 | 42.86% | -7.14% | +57.14% | +7.14% | -6.33% | 33:49 | 17:06 | 25:27 | 32:09 | 33:21 | 57:08 | 07:54 | 05:51 |
 | Lotus Orb | 4 | 23.53% | 42.5 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 26:43 | 23:18 | 23:18 | 25:41 | 25:44 | 32:10 | 02:26 | 01:48 |
 | Radiance | 1 | 5.88% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 40:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 5.88% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:55 | 59:55 | 59:55 | 59:55 | 59:55 | 59:55 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.88% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:12 | 1:08:12 | 1:08:12 | 1:08:12 | 1:08:12 | 1:08:12 | 00:00 | 00:00 |
 | Sange | 5 | 29.41% | 32.5 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 32:24 | 23:20 | 23:20 | 28:41 | 32:34 | 50:13 | 09:14 | 06:50 |
 | Heaven's Halberd | 5 | 29.41% | 30.0 | 40.00% | -10.00% | -40.00% | +60.00% | 0.00% | 34:51 | 26:25 | 26:25 | 32:39 | 34:13 | 50:14 | 07:48 | 05:46 |
 | Wind Lace | 5 | 29.41% | 27.5 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 14:41 | 02:41 | 02:41 | 04:49 | 16:44 | 45:42 | 14:03 | 10:24 |
 | Scythe of Vyse | 3 | 17.65% | 25.0 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 43:55 | 33:21 | 33:21 | 41:17 | 57:08 | 57:08 | 23:47 | 17:37 |
 | Aghanim's Scepter | 3 | 17.65% | 22.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 34:54 | 31:52 | 31:52 | 34:59 | 37:50 | 37:50 | 05:58 | 04:25 |
 | Wind Waker | 1 | 5.88% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 48:39 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.88% | 17.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 05:55 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 5.88% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 06:22 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 5.88% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 45:56 | 00:00 | 00:00 |
 | Blight Stone | 3 | 17.65% | 10.0 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 03:40 | 02:00 | 02:00 | 04:11 | 04:49 | 04:49 | 02:49 | 02:05 |
 | Aether Lens | 1 | 5.88% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 51:52 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.88% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 5.88% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 03:37 | 00:00 | 00:00 |