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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 | |
 | Ring of Health | 7 | 77.78% | 100.0 | 85.71% | +85.71% | +14.29% | -35.71% | -8.62% | 21:45 | 07:54 | 15:41 | 20:54 | 21:29 | 36:18 | 05:48 | 04:17 |
 | Headdress | 3 | 33.33% | 97.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:54 | 14:14 | 14:14 | 17:08 | 19:20 | 19:20 | 05:06 | 03:46 |
 | Pipe of Insight | 3 | 33.33% | 95.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:50 | 20:09 | 20:09 | 21:49 | 23:32 | 23:32 | 03:23 | 02:30 |
 | Magic Stick | 8 | 88.89% | 93.0 | 75.00% | +75.00% | +25.00% | -25.00% | -16.85% | 02:22 | -01:29 | 00:29 | 02:03 | 03:27 | 05:44 | 02:58 | 02:11 |
 | Orb of Venom | 5 | 55.56% | 90.7 | 80.00% | +30.00% | +20.00% | +20.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Wind Lace | 9 | 100.00% | 88.4 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 06:49 | -01:29 | 05:33 | 07:32 | 08:09 | 11:02 | 02:36 | 01:55 |
 | Boots of Speed | 9 | 100.00% | 86.0 | 66.67% | +66.67% | +33.33% | -16.67% | -26.55% | 04:11 | 02:18 | 02:45 | 03:49 | 04:38 | 06:30 | 01:53 | 01:23 |
 | Tranquil Boots | 7 | 77.78% | 83.7 | 71.43% | +21.43% | +28.57% | -21.43% | -32.26% | 10:37 | 05:44 | 06:46 | 08:18 | 08:19 | 27:30 | 01:33 | 01:08 |
 | Chainmail | 7 | 77.78% | 81.4 | 71.43% | +21.43% | -21.43% | -21.43% | 0.00% | 10:30 | 04:44 | 04:54 | 09:56 | 10:10 | 23:06 | 05:16 | 03:54 |
 | Helm of Iron Will | 2 | 22.22% | 79.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 26:47 | 22:54 | 22:54 | 30:39 | 30:39 | 30:39 | 07:45 | 05:44 |
 | Boots of Bearing | 2 | 22.22% | 76.7 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 30:22 | 28:02 | 28:02 | 32:42 | 32:42 | 32:42 | 04:40 | 03:27 |
 | Vanguard | 2 | 22.22% | 74.4 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 15:06 | 09:18 | 09:18 | 20:54 | 20:54 | 20:54 | 11:36 | 08:35 |
 | Magic Wand | 4 | 44.44% | 72.1 | 75.00% | +15.00% | -75.00% | +25.00% | 14.35% | 06:44 | 02:47 | 02:47 | 03:31 | 09:45 | 10:51 | 06:58 | 05:09 |
 | Drum of Endurance | 4 | 44.44% | 69.8 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 21:20 | 11:33 | 11:33 | 19:20 | 24:20 | 30:05 | 12:47 | 09:28 |
 | Force Staff | 5 | 55.56% | 67.4 | 60.00% | -15.00% | +40.00% | +40.00% | 0.00% | 22:52 | 13:25 | 13:25 | 19:54 | 28:42 | 32:59 | 15:17 | 11:19 |
 | Crown | 3 | 33.33% | 65.1 | 66.67% | 0.00% | -66.67% | 0.00% | 5.72% | 17:55 | 13:43 | 13:43 | 14:39 | 25:22 | 25:22 | 11:39 | 08:37 |
 | Phase Boots | 3 | 33.33% | 62.8 | 66.67% | 0.00% | -66.67% | 0.00% | 16.00% | 07:36 | 06:09 | 06:09 | 06:21 | 10:19 | 10:19 | 04:10 | 03:05 |
 | Blight Stone | 3 | 33.33% | 60.5 | 66.67% | 0.00% | -66.67% | 0.00% | 4.80% | 14:19 | 09:13 | 09:13 | 10:37 | 23:06 | 23:06 | 13:53 | 10:17 |
 | Solar Crest | 3 | 33.33% | 58.1 | 66.67% | 0.00% | +33.33% | 0.00% | -3.21% | 19:07 | 15:11 | 15:11 | 16:37 | 25:34 | 25:34 | 10:23 | 07:41 |
 | Medallion of Courage | 3 | 33.33% | 55.8 | 66.67% | 0.00% | +33.33% | 0.00% | -3.03% | 16:06 | 12:05 | 12:05 | 13:08 | 23:06 | 23:06 | 11:01 | 08:09 |
 | Fluffy Hat | 4 | 44.44% | 53.5 | 50.00% | -30.00% | +50.00% | -50.00% | -57.69% | 15:32 | 13:23 | 13:23 | 14:01 | 15:07 | 19:38 | 01:44 | 01:17 |
 | Crimson Guard | 1 | 11.11% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 31:28 | 00:00 | 00:00 |
 | Diadem | 1 | 11.11% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 30:39 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 11.11% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 39:23 | 00:00 | 00:00 |
 | Helm of the Dominator | 1 | 11.11% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 30:40 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 11.11% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Ring of Protection | 1 | 11.11% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 11.11% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Buckler | 1 | 11.11% | 39.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 25:17 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 11.11% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |
 | Cornucopia | 1 | 11.11% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 36:19 | 00:00 | 00:00 |
 | Heaven's Halberd | 2 | 22.22% | 27.9 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 31:17 | 31:10 | 31:10 | 31:24 | 31:24 | 31:24 | 00:14 | 00:10 |
 | Lotus Orb | 2 | 22.22% | 25.6 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 35:22 | 31:31 | 31:31 | 39:12 | 39:12 | 39:12 | 07:41 | 05:41 |
 | Void Stone | 2 | 22.22% | 23.3 | 50.00% | -21.43% | +50.00% | 0.00% | 0.00% | 34:21 | 31:06 | 31:06 | 37:35 | 37:35 | 37:35 | 06:29 | 04:48 |
 | Bottle | 2 | 22.22% | 20.9 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 01:40 | 01:20 | 01:20 | 01:59 | 01:59 | 01:59 | 00:39 | 00:28 |
 | Aghanim's Scepter | 2 | 22.22% | 18.6 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | 19:07 | 14:50 | 14:50 | 23:23 | 23:23 | 23:23 | 08:33 | 06:20 |
 | Quelling Blade | 2 | 22.22% | 16.3 | 50.00% | -21.43% | -50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Sange | 3 | 33.33% | 14.0 | 33.33% | -50.00% | +66.67% | 0.00% | -5.94% | 33:25 | 29:21 | 29:21 | 30:19 | 40:35 | 40:35 | 11:14 | 08:19 |
 | Scythe of Vyse | 1 | 11.11% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:19 | 55:19 | 55:19 | 55:19 | 55:19 | 55:19 | 00:00 | 00:00 |
 | Yasha | 1 | 11.11% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 28:06 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 11.11% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 46:33 | 00:00 | 00:00 |
 | Kaya | 1 | 11.11% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 22:52 | 00:00 | 00:00 |
 | Yasha and Kaya | 1 | 11.11% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 |