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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 | 3 | 20.00% | 100.0 | 66.67% | +50.00% | +33.33% | 0.00% | 0.00% | 32:31 | 13:02 | 13:02 | 37:38 | 46:53 | 46:53 | 33:51 | 25:04 |
 | Chainmail | 13 | 86.67% | 97.1 | 30.77% | +30.77% | -30.77% | +35.90% | 45.46% | 07:18 | 05:16 | 06:31 | 06:58 | 07:59 | 09:26 | 01:28 | 01:05 |
 | Phase Boots | 13 | 86.67% | 94.3 | 30.77% | +30.77% | -30.77% | +35.90% | 40.82% | 07:59 | 05:39 | 07:02 | 07:59 | 08:40 | 10:00 | 01:38 | 01:12 |
 | Bracer | 13 | 86.67% | 91.4 | 30.77% | +30.77% | -30.77% | +2.56% | 14.18% | 03:48 | 01:41 | 02:09 | 03:46 | 04:30 | 09:10 | 02:21 | 01:44 |
 | Quelling Blade | 15 | 100.00% | 88.6 | 26.67% | +26.67% | -1.67% | -1.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 15 | 100.00% | 85.7 | 26.67% | +26.67% | -26.67% | +23.33% | 50.00% | 04:37 | 01:44 | 04:28 | 04:35 | 05:11 | 06:28 | 00:43 | 00:31 |
 | Aghanim's Scepter | 4 | 26.67% | 82.9 | 50.00% | +31.82% | +50.00% | -50.00% | 0.00% | 38:33 | 31:34 | 31:34 | 32:11 | 40:59 | 49:28 | 09:25 | 06:58 |
 | Bottle | 9 | 60.00% | 80.0 | 33.33% | +16.66% | -33.33% | +66.67% | 100.00% | 02:15 | 01:30 | 01:33 | 01:37 | 01:44 | 06:55 | 00:11 | 00:08 |
 | Lotus Orb | 1 | 6.67% | 77.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 6.67% | 74.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 27:24 | 00:00 | 00:00 |
 | Headdress | 1 | 6.67% | 71.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 26:53 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 6.67% | 68.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Heaven's Halberd | 5 | 33.33% | 65.7 | 40.00% | +20.00% | -40.00% | +60.00% | 8.90% | 21:19 | 13:15 | 13:15 | 23:51 | 24:29 | 24:31 | 11:14 | 08:19 |
 | Sange | 5 | 33.33% | 62.9 | 40.00% | +20.00% | -40.00% | +60.00% | 9.20% | 18:35 | 10:29 | 10:29 | 20:39 | 21:21 | 21:53 | 10:52 | 08:02 |
 | Magic Stick | 12 | 80.00% | 60.0 | 25.00% | -8.33% | -25.00% | +8.33% | 16.95% | 02:18 | -01:29 | -01:13 | 02:14 | 03:11 | 10:07 | 04:24 | 03:15 |
 | Magic Wand | 12 | 80.00% | 57.1 | 25.00% | -8.33% | -25.00% | +8.33% | 4.80% | 08:14 | 02:42 | 03:17 | 07:29 | 10:14 | 17:01 | 06:57 | 05:08 |
 | Black King Bar | 14 | 93.33% | 54.3 | 21.43% | -78.57% | +28.57% | -21.43% | -19.61% | 17:19 | 14:35 | 15:43 | 16:38 | 18:16 | 22:04 | 02:33 | 01:53 |
 | Assault Cuirass | 6 | 40.00% | 51.4 | 33.33% | +11.11% | -33.33% | -33.33% | 0.00% | 28:43 | 23:44 | 25:59 | 26:58 | 31:16 | 34:16 | 05:17 | 03:54 |
 | Aghanim's Shard | 6 | 40.00% | 48.6 | 33.33% | +11.11% | -33.33% | -33.33% | 0.00% | 37:47 | 31:16 | 33:19 | 33:45 | 42:13 | 51:40 | 08:54 | 06:35 |
 | Buckler | 7 | 46.67% | 45.7 | 28.57% | +3.57% | -28.57% | -28.57% | 0.00% | 27:13 | 22:16 | 22:31 | 27:54 | 28:39 | 34:57 | 06:08 | 04:32 |
 | Ring of Protection | 7 | 46.67% | 45.7 | 28.57% | +3.57% | -28.57% | -28.57% | 0.00% | 27:13 | 22:16 | 22:31 | 27:54 | 28:39 | 34:57 | 06:08 | 04:32 |
 | Void Stone | 7 | 46.67% | 40.0 | 28.57% | +3.57% | +21.43% | +21.43% | 0.00% | 29:38 | 13:50 | 21:30 | 31:54 | 33:10 | 46:53 | 11:40 | 08:38 |
 | Refresher Orb | 2 | 13.33% | 37.1 | 50.00% | +26.92% | +50.00% | 0.00% | 0.00% | 52:41 | 47:01 | 47:01 | 58:21 | 58:21 | 58:21 | 11:20 | 08:23 |
 | Aghanim's Blessing | 2 | 13.33% | 34.3 | 50.00% | +26.92% | +50.00% | 0.00% | 0.00% | 48:38 | 47:47 | 47:47 | 49:28 | 49:28 | 49:28 | 01:41 | 01:14 |
 | Shadow Blade | 3 | 20.00% | 31.4 | 33.33% | +8.33% | +66.67% | 0.00% | 0.00% | 21:17 | 19:50 | 19:50 | 21:25 | 22:37 | 22:37 | 02:47 | 02:03 |
 | Silver Edge | 3 | 20.00% | 28.6 | 33.33% | +8.33% | +66.67% | 0.00% | 0.00% | 24:53 | 23:43 | 23:43 | 24:42 | 26:15 | 26:15 | 02:32 | 01:52 |
 | Crystalys | 4 | 26.67% | 25.7 | 25.00% | -2.27% | +75.00% | -25.00% | 0.00% | 25:38 | 23:06 | 23:06 | 23:47 | 26:15 | 29:25 | 03:09 | 02:20 |
 | Helm of Iron Will | 2 | 13.33% | 22.9 | 0.00% | -30.77% | 0.00% | 0.00% | 0.00% | 07:02 | 03:12 | 03:12 | 10:52 | 10:52 | 10:52 | 07:40 | 05:40 |
 | Orchid Malevolence | 3 | 20.00% | 20.0 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 22:59 | 14:12 | 14:12 | 22:32 | 32:14 | 32:14 | 18:02 | 13:21 |
 | Scythe of Vyse | 1 | 6.67% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 33:12 | 00:00 | 00:00 |
 | Armlet of Mordiggian | 2 | 13.33% | 14.3 | 0.00% | -30.77% | 0.00% | 0.00% | 0.00% | 11:22 | 09:29 | 09:29 | 13:15 | 13:15 | 13:15 | 03:46 | 02:47 |
 | Eye of Skadi | 1 | 6.67% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 6.67% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 6.67% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 38:35 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 37:38 | 00:00 | 00:00 |