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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 | |
 | Buckler | 9 | 37.50% | 100.0 | 66.67% | +40.00% | -16.67% | -16.67% | 0.00% | 28:36 | 18:49 | 21:56 | 27:17 | 31:14 | 45:39 | 09:18 | 06:53 |
 | Blight Stone | 17 | 70.83% | 97.1 | 52.94% | +38.65% | +22.06% | -27.94% | -33.33% | 13:21 | 10:20 | 11:36 | 12:26 | 13:06 | 21:27 | 01:30 | 01:06 |
 | Desolator | 17 | 70.83% | 94.1 | 52.94% | +38.65% | -2.94% | -27.94% | -6.73% | 18:10 | 15:08 | 16:20 | 18:01 | 20:03 | 21:47 | 03:43 | 02:45 |
 | Assault Cuirass | 8 | 33.33% | 91.2 | 62.50% | +31.25% | -12.50% | -12.50% | 0.00% | 30:26 | 20:58 | 22:36 | 29:29 | 32:36 | 45:53 | 10:00 | 07:24 |
 | Armlet of Mordiggian | 24 | 100.00% | 88.2 | 41.67% | +41.67% | +8.33% | +8.33% | 0.00% | 10:14 | 07:21 | 08:24 | 10:05 | 11:09 | 14:07 | 02:45 | 02:02 |
 | Helm of Iron Will | 24 | 100.00% | 85.3 | 41.67% | +41.67% | +41.66% | -25.00% | -14.60% | 05:25 | 02:33 | 03:03 | 03:59 | 07:37 | 11:22 | 04:34 | 03:22 |
 | Chainmail | 24 | 100.00% | 82.4 | 41.67% | +41.67% | -25.00% | -8.34% | 4.03% | 08:54 | 02:08 | 06:47 | 10:19 | 10:55 | 11:58 | 04:08 | 03:03 |
 | Quelling Blade | 24 | 100.00% | 79.4 | 41.67% | +41.67% | +25.00% | -8.34% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 24 | 100.00% | 76.5 | 41.67% | +41.67% | -8.34% | -25.00% | -3.65% | 06:42 | 02:28 | 04:08 | 06:56 | 08:42 | 09:55 | 04:34 | 03:22 |
 | Phase Boots | 24 | 100.00% | 73.5 | 41.67% | +41.67% | -25.00% | -8.34% | 3.76% | 09:56 | 05:22 | 07:27 | 10:56 | 11:53 | 12:40 | 04:26 | 03:17 |
 | Blink Dagger | 21 | 87.50% | 70.6 | 42.86% | +9.53% | -42.86% | +17.14% | 12.50% | 18:56 | 14:03 | 15:30 | 18:12 | 20:18 | 29:10 | 04:48 | 03:33 |
 | Eye of Skadi | 4 | 16.67% | 67.6 | 75.00% | +40.00% | -75.00% | +25.00% | 0.00% | 32:36 | 29:01 | 29:01 | 29:30 | 33:37 | 38:14 | 04:36 | 03:24 |
 | Soul Ring | 15 | 62.50% | 64.7 | 46.67% | +13.34% | +28.33% | +3.33% | -4.23% | 08:31 | 04:46 | 05:50 | 06:43 | 11:45 | 14:07 | 05:55 | 04:22 |
 | Magic Wand | 10 | 41.67% | 61.8 | 50.00% | +14.29% | -50.00% | 0.00% | 6.42% | 12:51 | 06:02 | 10:02 | 13:19 | 17:49 | 18:23 | 07:47 | 05:45 |
 | Ring of Protection | 17 | 70.83% | 58.8 | 41.18% | -1.68% | +33.82% | -16.18% | -7.39% | 10:25 | 03:17 | 05:01 | 06:52 | 11:47 | 33:50 | 06:46 | 05:00 |
 | Black King Bar | 19 | 79.17% | 55.9 | 36.84% | -23.16% | +3.16% | -16.84% | -5.83% | 26:34 | 21:18 | 23:40 | 25:44 | 27:06 | 43:45 | 03:26 | 02:32 |
 | Magic Stick | 13 | 54.17% | 52.9 | 38.46% | -6.99% | +61.54% | +28.21% | -29.41% | 02:43 | -01:29 | -01:29 | 00:43 | 02:37 | 17:48 | 04:06 | 03:02 |
 | Swift Blink | 4 | 16.67% | 50.0 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 48:17 | 41:38 | 41:38 | 49:11 | 49:44 | 52:35 | 08:06 | 06:00 |
 | Maelstrom | 1 | 4.17% | 47.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Mjollnir | 1 | 4.17% | 44.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 32:35 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 4.17% | 41.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Javelin | 5 | 20.83% | 38.2 | 40.00% | -2.11% | +60.00% | +60.00% | 0.00% | 38:02 | 29:37 | 29:37 | 34:32 | 36:10 | 56:34 | 06:33 | 04:51 |
 | Crystalys | 2 | 8.33% | 35.3 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 34:47 | 33:08 | 33:08 | 36:25 | 36:25 | 36:25 | 03:17 | 02:25 |
 | Shadow Blade | 2 | 8.33% | 32.4 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 30:55 | 30:19 | 30:19 | 31:30 | 31:30 | 31:30 | 01:11 | 00:52 |
 | Silver Edge | 2 | 8.33% | 29.4 | 50.00% | +9.09% | -50.00% | 0.00% | 0.00% | 35:19 | 33:27 | 33:27 | 37:11 | 37:11 | 37:11 | 03:44 | 02:45 |
 | Skull Basher | 3 | 12.50% | 26.5 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 40:31 | 36:33 | 36:33 | 41:31 | 43:30 | 43:30 | 06:57 | 05:08 |
 | Abyssal Blade | 3 | 12.50% | 23.5 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 43:01 | 37:56 | 37:56 | 43:53 | 47:13 | 47:13 | 09:17 | 06:52 |
 | Vanguard | 3 | 12.50% | 20.6 | 33.33% | -9.53% | +66.67% | 0.00% | 0.00% | 42:47 | 37:40 | 37:40 | 43:49 | 46:53 | 46:53 | 09:13 | 06:49 |
 | Ring of Health | 4 | 16.67% | 17.6 | 25.00% | -20.00% | +75.00% | -25.00% | 0.00% | 43:22 | 37:40 | 37:40 | 43:49 | 45:07 | 46:53 | 07:27 | 05:31 |
 | Monkey King Bar | 3 | 12.50% | 14.7 | 0.00% | -47.62% | 0.00% | 0.00% | 0.00% | 36:07 | 35:59 | 35:59 | 36:04 | 36:18 | 36:18 | 00:19 | 00:14 |
 | Divine Rapier | 1 | 4.17% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:45 | 50:45 | 50:45 | 50:45 | 50:45 | 50:45 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 4.17% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 4.17% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 39:31 | 00:00 | 00:00 |
 | Void Stone | 1 | 4.17% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 45:07 | 00:00 | 00:00 |