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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 | |
 | Assault Cuirass | 6 | 31.58% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 26:49 | 21:24 | 22:09 | 24:51 | 28:17 | 37:19 | 06:08 | 04:32 |
 | Ring of Protection | 8 | 42.11% | 97.5 | 87.50% | +51.14% | +12.50% | +12.50% | 0.00% | 20:39 | -01:29 | 14:03 | 21:14 | 25:58 | 36:54 | 11:55 | 08:49 |
 | Skull Basher | 4 | 21.05% | 95.0 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 35:26 | 30:12 | 30:12 | 32:46 | 38:48 | 39:57 | 08:36 | 06:22 |
 | Buckler | 7 | 36.84% | 92.5 | 85.71% | +44.04% | +14.29% | +14.29% | 0.00% | 24:51 | 19:44 | 21:14 | 21:58 | 25:58 | 36:54 | 04:44 | 03:30 |
 | Shadow Blade | 8 | 42.11% | 90.0 | 75.00% | +29.55% | +25.00% | +25.00% | 0.00% | 21:46 | 14:07 | 17:15 | 20:29 | 22:25 | 33:51 | 05:10 | 03:49 |
 | Black King Bar | 18 | 94.74% | 87.5 | 61.11% | +61.11% | -1.11% | +38.89% | 6.12% | 17:08 | 11:37 | 14:27 | 15:53 | 20:59 | 27:08 | 06:32 | 04:50 |
 | Void Stone | 10 | 52.63% | 85.0 | 70.00% | +25.56% | -3.33% | +30.00% | 3.22% | 28:30 | 07:43 | 21:41 | 28:45 | 32:02 | 57:14 | 10:21 | 07:40 |
 | Quelling Blade | 19 | 100.00% | 82.5 | 57.89% | +57.89% | +22.11% | -37.89% | -60.00% | -01:28 | -01:29 | -01:29 | -01:29 | -01:28 | -01:24 | 00:01 | 00:00 |
 | Boots of Speed | 19 | 100.00% | 80.0 | 57.89% | +57.89% | +2.11% | +2.11% | 0.00% | 04:27 | 02:38 | 03:10 | 04:06 | 05:07 | 07:58 | 01:57 | 01:26 |
 | Chainmail | 17 | 89.47% | 77.5 | 58.82% | +8.82% | -8.82% | +41.18% | 26.32% | 06:02 | 02:52 | 05:00 | 06:23 | 06:54 | 10:03 | 01:54 | 01:24 |
 | Phase Boots | 17 | 89.47% | 75.0 | 58.82% | +8.82% | -8.82% | +16.18% | 13.64% | 06:41 | 03:51 | 05:44 | 06:50 | 07:34 | 10:03 | 01:50 | 01:21 |
 | Armlet of Mordiggian | 7 | 36.84% | 72.5 | 71.43% | +21.43% | +28.57% | -21.43% | -40.54% | 10:48 | 07:30 | 10:16 | 11:23 | 11:30 | 12:32 | 01:14 | 00:54 |
 | Crystalys | 7 | 36.84% | 70.0 | 71.43% | +21.43% | +28.57% | -21.43% | -10.87% | 23:39 | 17:23 | 19:23 | 22:26 | 23:59 | 33:26 | 04:36 | 03:24 |
 | Helm of Iron Will | 7 | 36.84% | 67.5 | 71.43% | +21.43% | +28.57% | -21.43% | -10.95% | 06:21 | 03:10 | 03:13 | 07:24 | 07:47 | 09:42 | 04:34 | 03:22 |
 | Magic Stick | 12 | 63.16% | 65.0 | 58.33% | +1.19% | +8.34% | +41.67% | 3.97% | 06:08 | -01:23 | 02:16 | 03:45 | 10:40 | 14:11 | 08:24 | 06:13 |
 | Bracer | 13 | 68.42% | 62.5 | 53.85% | -12.82% | -20.52% | +12.82% | 28.58% | 02:14 | 01:13 | 01:16 | 01:39 | 02:26 | 06:10 | 01:10 | 00:51 |
 | Silver Edge | 6 | 31.58% | 60.0 | 66.67% | +12.82% | +33.33% | +33.33% | 0.00% | 25:24 | 21:06 | 22:44 | 23:11 | 27:20 | 33:41 | 04:36 | 03:24 |
 | Scythe of Vyse | 6 | 31.58% | 57.5 | 66.67% | +12.82% | -16.67% | +33.33% | 15.96% | 30:21 | 27:15 | 27:37 | 28:45 | 30:45 | 37:35 | 03:08 | 02:19 |
 | Satanic | 4 | 21.05% | 55.0 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 29:12 | 27:15 | 27:15 | 27:35 | 30:31 | 31:27 | 03:16 | 02:25 |
 | Ring of Health | 4 | 21.05% | 52.5 | 75.00% | +21.67% | +25.00% | +25.00% | 0.00% | 34:45 | 32:00 | 32:00 | 33:07 | 33:42 | 40:12 | 01:42 | 01:15 |
 | Magic Wand | 9 | 47.37% | 50.0 | 55.56% | -4.44% | -5.56% | +44.44% | 6.86% | 07:29 | 03:40 | 03:47 | 05:48 | 11:04 | 14:11 | 07:17 | 05:23 |
 | Vanguard | 2 | 10.53% | 47.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 39:47 | 39:21 | 39:21 | 40:12 | 40:12 | 40:12 | 00:51 | 00:37 |
 | Linken's Sphere | 2 | 10.53% | 45.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 33:11 | 32:05 | 32:05 | 34:16 | 34:16 | 34:16 | 02:11 | 01:37 |
 | Refresher Orb | 2 | 10.53% | 42.5 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 50:09 | 43:04 | 43:04 | 57:14 | 57:14 | 57:14 | 14:10 | 10:29 |
 | Abyssal Blade | 2 | 10.53% | 40.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 39:47 | 39:21 | 39:21 | 40:12 | 40:12 | 40:12 | 00:51 | 00:37 |
 | Morbid Mask | 5 | 26.32% | 37.5 | 60.00% | +2.86% | -60.00% | -60.00% | 0.00% | 29:17 | 24:09 | 24:09 | 28:26 | 30:17 | 36:39 | 06:08 | 04:32 |
 | Soul Ring | 1 | 5.26% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:57 | 14:57 | 14:57 | 14:57 | 14:57 | 14:57 | 00:00 | 00:00 |
 | Nullifier | 1 | 5.26% | 32.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Moon Shard | 1 | 5.26% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 56:45 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 5.26% | 27.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 34:47 | 00:00 | 00:00 |
 | Bottle | 6 | 31.58% | 25.0 | 33.33% | -35.90% | +16.67% | -33.33% | -46.88% | 02:47 | 01:05 | 01:25 | 01:38 | 02:29 | 08:03 | 01:04 | 00:47 |
 | Aghanim's Scepter | 2 | 10.53% | 22.5 | 50.00% | -8.82% | -50.00% | 0.00% | 0.00% | 31:39 | 21:58 | 21:58 | 41:19 | 41:19 | 41:19 | 19:21 | 14:20 |
 | Orchid Malevolence | 2 | 10.53% | 20.0 | 50.00% | -8.82% | +50.00% | 0.00% | 0.00% | 14:21 | 12:11 | 12:11 | 16:31 | 16:31 | 16:31 | 04:20 | 03:12 |
 | Aghanim's Shard | 3 | 15.79% | 17.5 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 33:31 | 22:04 | 22:04 | 36:06 | 42:23 | 42:23 | 20:19 | 15:02 |
 | Shiva's Guard | 1 | 5.26% | 15.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 31:36 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 5.26% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 33:03 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 5.26% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 13:48 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.26% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 00:00 | 00:00 |
 | Wind Lace | 1 | 5.26% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 5.26% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 36:39 | 00:00 | 00:00 |