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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 | |
 | Drum of Endurance | 20 | 55.56% | 100.0 | 65.00% | +21.25% | +15.00% | +15.00% | 0.00% | 19:43 | 16:58 | 18:19 | 19:42 | 21:22 | 21:53 | 03:03 | 02:15 |
 | Wind Lace | 20 | 55.56% | 97.0 | 65.00% | +21.25% | +35.00% | +35.00% | 0.00% | 17:57 | 15:05 | 16:21 | 17:15 | 19:14 | 21:22 | 02:53 | 02:08 |
 | Helm of the Overlord | 35 | 97.22% | 93.9 | 57.14% | +57.14% | +20.64% | -12.70% | -16.13% | 15:52 | 12:38 | 14:52 | 15:42 | 16:56 | 18:44 | 02:04 | 01:31 |
 | Ring of Basilius | 35 | 97.22% | 90.9 | 57.14% | +57.14% | +20.64% | +9.53% | -8.33% | 09:12 | 06:23 | 08:26 | 09:28 | 09:46 | 11:56 | 01:20 | 00:59 |
 | Ring of Protection | 35 | 97.22% | 87.9 | 57.14% | +57.14% | -12.70% | -12.70% | 0.00% | 08:05 | -01:29 | 07:52 | 09:05 | 10:19 | 15:59 | 02:27 | 01:48 |
 | Morbid Mask | 35 | 97.22% | 84.8 | 57.14% | +57.14% | +9.53% | -1.58% | -7.49% | 12:16 | 10:04 | 11:26 | 12:11 | 12:55 | 15:59 | 01:29 | 01:05 |
 | Crown | 35 | 97.22% | 81.8 | 57.14% | +57.14% | +20.64% | -12.70% | -24.40% | 04:34 | 03:18 | 03:44 | 04:33 | 05:06 | 06:34 | 01:22 | 01:00 |
 | Helm of the Dominator | 35 | 97.22% | 78.8 | 57.14% | +57.14% | +31.75% | -1.58% | -20.41% | 07:53 | 05:39 | 06:59 | 07:51 | 08:37 | 10:00 | 01:38 | 01:12 |
 | Vladmir's Offering | 35 | 97.22% | 75.8 | 57.14% | +57.14% | +20.64% | -23.81% | -35.56% | 13:29 | 11:25 | 12:39 | 13:23 | 13:54 | 16:23 | 01:15 | 00:55 |
 | Buckler | 35 | 97.22% | 72.7 | 57.14% | +57.14% | +9.53% | -12.70% | -16.07% | 10:19 | 08:27 | 09:20 | 10:02 | 10:43 | 15:59 | 01:23 | 01:01 |
 | Quelling Blade | 36 | 100.00% | 69.7 | 55.56% | +55.56% | -11.12% | -22.23% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:20 | 00:00 | 00:00 |
 | Helm of Iron Will | 36 | 100.00% | 66.7 | 55.56% | +55.56% | +11.11% | -11.12% | -22.23% | 02:46 | 01:39 | 02:13 | 02:45 | 03:08 | 04:01 | 00:55 | 00:40 |
 | Assault Cuirass | 20 | 55.56% | 63.6 | 60.00% | +10.00% | 0.00% | 0.00% | 0.00% | 27:01 | 19:44 | 23:54 | 27:13 | 28:15 | 36:09 | 04:21 | 03:13 |
 | Aghanim's Scepter | 13 | 36.11% | 60.6 | 53.85% | -2.67% | +12.82% | +12.82% | 0.00% | 29:05 | 23:36 | 26:32 | 28:17 | 32:00 | 36:12 | 05:28 | 04:02 |
 | Boots of Speed | 6 | 16.67% | 57.6 | 50.00% | -6.67% | -50.00% | -50.00% | 0.00% | 16:02 | 07:43 | 08:12 | 08:16 | 21:43 | 33:35 | 13:31 | 10:00 |
 | Black King Bar | 10 | 27.78% | 54.5 | 40.00% | -21.54% | -6.67% | +10.00% | 4.47% | 35:13 | 19:14 | 32:12 | 32:56 | 35:56 | 49:48 | 03:44 | 02:45 |
 | Aghanim's Shard | 8 | 22.22% | 51.5 | 37.50% | -23.21% | +12.50% | +12.50% | 0.00% | 30:25 | 20:38 | 25:27 | 26:18 | 35:14 | 45:09 | 09:47 | 07:14 |
 | Glimmer Cape | 1 | 2.78% | 48.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 34:45 | 00:00 | 00:00 |
 | Magic Wand | 1 | 2.78% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Magic Stick | 6 | 16.67% | 42.4 | 33.33% | -26.67% | -33.33% | +66.67% | 0.00% | 00:13 | -01:29 | -01:29 | -01:28 | 03:09 | 03:40 | 04:38 | 03:25 |
 | Lotus Orb | 2 | 5.56% | 39.4 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 27:51 | 26:39 | 26:39 | 29:02 | 29:02 | 29:02 | 02:23 | 01:45 |
 | Skull Basher | 2 | 5.56% | 36.4 | 50.00% | -5.88% | +50.00% | 0.00% | 0.00% | 35:25 | 29:35 | 29:35 | 41:15 | 41:15 | 41:15 | 11:40 | 08:38 |
 | Ring of Health | 3 | 8.33% | 33.3 | 33.33% | -24.25% | +66.67% | 0.00% | 0.00% | 32:55 | 25:43 | 25:43 | 29:02 | 43:59 | 43:59 | 18:16 | 13:31 |
 | Nullifier | 4 | 11.11% | 30.3 | 25.00% | -34.38% | -25.00% | -25.00% | 0.00% | 42:30 | 27:18 | 27:18 | 34:07 | 53:59 | 54:36 | 26:41 | 19:45 |
 | Void Stone | 5 | 13.89% | 27.3 | 20.00% | -41.29% | +80.00% | -20.00% | 0.00% | 35:47 | 25:43 | 25:43 | 40:35 | 41:05 | 42:32 | 15:22 | 11:22 |
 | Orchid Malevolence | 3 | 8.33% | 24.2 | 0.00% | -60.61% | 0.00% | 0.00% | 0.00% | 25:52 | 24:01 | 24:01 | 24:42 | 28:54 | 28:54 | 04:53 | 03:37 |
 | Scythe of Vyse | 3 | 8.33% | 21.2 | 0.00% | -60.61% | 0.00% | 0.00% | 0.00% | 41:32 | 40:40 | 40:40 | 41:23 | 42:32 | 42:32 | 01:52 | 01:22 |
 | Armlet of Mordiggian | 1 | 2.78% | 18.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 08:59 | 00:00 | 00:00 |
 | Sange | 1 | 2.78% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 32:24 | 00:00 | 00:00 |
 | Abyssal Blade | 1 | 2.78% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 44:02 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 2.78% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 37:25 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 2.78% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 13:17 | 00:00 | 00:00 |
 | Vanguard | 1 | 2.78% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 43:59 | 00:00 | 00:00 |