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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 | |
 | Yasha | 10 | 33.33% | 100.0 | 70.00% | +35.00% | -3.33% | -20.00% | -11.63% | 19:03 | 14:35 | 16:25 | 17:02 | 17:51 | 28:52 | 01:26 | 01:03 |
 | Sange and Yasha | 10 | 33.33% | 97.9 | 70.00% | +35.00% | +30.00% | -20.00% | -5.78% | 22:28 | 18:47 | 19:01 | 19:35 | 27:40 | 32:40 | 08:39 | 06:24 |
 | Sange | 12 | 40.00% | 95.7 | 66.67% | +33.34% | +33.33% | -33.34% | -9.95% | 22:27 | 18:40 | 19:01 | 19:19 | 25:43 | 32:40 | 06:42 | 04:57 |
 | Skull Basher | 5 | 16.67% | 93.6 | 80.00% | +40.00% | +20.00% | +20.00% | 0.00% | 35:46 | 26:14 | 26:14 | 31:12 | 31:58 | 58:45 | 05:44 | 04:14 |
 | Orb of Venom | 21 | 70.00% | 91.5 | 52.38% | +19.05% | +7.62% | -12.38% | -20.00% | 00:40 | -01:29 | -01:29 | 00:49 | 01:27 | 07:14 | 02:56 | 02:10 |
 | Quelling Blade | 30 | 100.00% | 89.4 | 46.67% | +46.67% | +28.33% | -46.67% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Boots of Speed | 30 | 100.00% | 87.2 | 46.67% | +46.67% | +3.33% | -18.10% | -18.11% | 02:33 | 01:21 | 01:49 | 02:14 | 03:00 | 05:15 | 01:11 | 00:52 |
 | Phase Boots | 12 | 40.00% | 85.1 | 58.33% | +19.44% | +41.67% | +8.34% | -20.00% | 06:23 | 04:49 | 05:13 | 05:51 | 06:53 | 09:29 | 01:40 | 01:14 |
 | Chainmail | 12 | 40.00% | 83.0 | 58.33% | +19.44% | +41.67% | +41.67% | 0.00% | 05:13 | 03:18 | 03:45 | 05:12 | 06:03 | 07:20 | 02:18 | 01:42 |
 | Ring of Health | 18 | 60.00% | 80.9 | 50.00% | +8.33% | +30.00% | +25.00% | -0.84% | 20:24 | 07:15 | 11:34 | 13:01 | 17:30 | 60:25 | 05:56 | 04:23 |
 | Magic Stick | 27 | 90.00% | 78.7 | 44.44% | -22.23% | -44.44% | +12.70% | 15.65% | 02:58 | -01:29 | -01:28 | 03:16 | 05:07 | 11:29 | 06:35 | 04:52 |
 | Magic Wand | 26 | 86.67% | 76.6 | 42.31% | -32.69% | -42.31% | +41.02% | 28.25% | 05:28 | 01:14 | 03:54 | 04:52 | 06:51 | 12:19 | 02:57 | 02:11 |
 | Vanguard | 4 | 13.33% | 74.5 | 75.00% | +32.69% | -75.00% | +25.00% | 0.00% | 41:31 | 34:11 | 34:11 | 34:45 | 36:43 | 60:25 | 02:32 | 01:52 |
 | Abyssal Blade | 4 | 13.33% | 72.3 | 75.00% | +32.69% | -75.00% | +25.00% | 0.00% | 41:40 | 34:16 | 34:16 | 34:55 | 36:43 | 60:44 | 02:27 | 01:48 |
 | Wind Lace | 4 | 13.33% | 70.2 | 75.00% | +32.69% | +25.00% | -75.00% | 0.00% | 09:21 | 03:20 | 03:20 | 05:45 | 14:00 | 14:20 | 10:40 | 07:54 |
 | Butterfly | 2 | 6.67% | 68.1 | 100.00% | +57.14% | 0.00% | 0.00% | 0.00% | 46:23 | 36:40 | 36:40 | 56:05 | 56:05 | 56:05 | 19:25 | 14:22 |
 | Blight Stone | 10 | 33.33% | 66.0 | 50.00% | +5.00% | -16.67% | 0.00% | 4.93% | 09:01 | 02:30 | 06:28 | 07:14 | 09:51 | 25:40 | 03:23 | 02:30 |
 | Orb of Corrosion | 10 | 33.33% | 63.8 | 50.00% | +5.00% | -16.67% | 0.00% | 4.49% | 09:47 | 03:36 | 07:19 | 07:26 | 11:02 | 26:01 | 03:43 | 02:45 |
 | Aghanim's Scepter | 10 | 33.33% | 61.7 | 50.00% | +5.00% | +16.67% | -50.00% | -8.93% | 23:51 | 18:32 | 19:12 | 23:30 | 26:40 | 31:10 | 07:28 | 05:31 |
 | Fluffy Hat | 10 | 33.33% | 59.6 | 50.00% | +5.00% | -16.67% | 0.00% | 4.18% | 09:06 | 03:35 | 06:28 | 06:43 | 10:27 | 25:40 | 03:59 | 02:57 |
 | Power Treads | 18 | 60.00% | 57.4 | 38.89% | -19.44% | +21.11% | -13.89% | -16.67% | 06:18 | 04:27 | 05:18 | 05:49 | 07:24 | 08:47 | 02:06 | 01:33 |
 | Black King Bar | 22 | 73.33% | 55.3 | 36.36% | -38.64% | +30.31% | +3.64% | -4.55% | 23:17 | 17:36 | 19:34 | 23:26 | 25:26 | 33:48 | 05:52 | 04:20 |
 | Maelstrom | 11 | 36.67% | 53.2 | 45.45% | -1.92% | +21.22% | -12.12% | -27.40% | 12:35 | 10:52 | 11:27 | 12:36 | 12:40 | 15:00 | 01:13 | 00:54 |
 | Eye of Skadi | 11 | 36.67% | 51.1 | 45.45% | -1.92% | -12.12% | +21.22% | 5.78% | 32:32 | 25:59 | 27:54 | 32:15 | 33:40 | 41:31 | 05:46 | 04:16 |
 | Javelin | 12 | 40.00% | 48.9 | 41.67% | -8.33% | +25.00% | +25.00% | 0.00% | 11:37 | 06:45 | 08:07 | 09:42 | 11:14 | 35:48 | 03:07 | 02:18 |
 | Battle Fury | 12 | 40.00% | 46.8 | 41.67% | -8.33% | -8.34% | -41.67% | -21.98% | 14:23 | 13:08 | 13:15 | 14:01 | 14:46 | 17:33 | 01:31 | 01:07 |
 | Void Stone | 13 | 43.33% | 44.7 | 38.46% | -14.48% | +61.54% | -38.46% | -21.05% | 13:34 | 06:32 | 07:34 | 09:04 | 12:19 | 56:39 | 04:45 | 03:31 |
 | Aghanim's Shard | 4 | 13.33% | 42.6 | 50.00% | +3.85% | +50.00% | -50.00% | 0.00% | 35:17 | 21:46 | 21:46 | 28:02 | 40:24 | 50:56 | 18:38 | 13:48 |
 | Witch Blade | 1 | 3.33% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 17:35 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 3.33% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 27:13 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 3.33% | 36.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 32:29 | 00:00 | 00:00 |
 | Mjollnir | 1 | 3.33% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Desolator | 1 | 3.33% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 22:23 | 00:00 | 00:00 |
 | Satanic | 1 | 3.33% | 29.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Wraith Band | 6 | 20.00% | 27.7 | 33.33% | -16.67% | -33.33% | +66.67% | 16.04% | 05:27 | 01:13 | 01:48 | 03:26 | 08:02 | 10:13 | 06:14 | 04:37 |
 | Diffusal Blade | 2 | 6.67% | 25.5 | 50.00% | +3.57% | -50.00% | 0.00% | 0.00% | 16:27 | 14:53 | 14:53 | 18:00 | 18:00 | 18:00 | 03:07 | 02:18 |
 | Aeon Disk | 2 | 6.67% | 23.4 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 49:34 | 48:15 | 48:15 | 50:52 | 50:52 | 50:52 | 02:37 | 01:56 |
 | Hood of Defiance | 2 | 6.67% | 21.3 | 50.00% | +3.57% | +50.00% | 0.00% | 0.00% | 11:27 | 11:14 | 11:14 | 11:40 | 11:40 | 11:40 | 00:26 | 00:19 |
 | Monkey King Bar | 3 | 10.00% | 19.1 | 33.33% | -14.82% | +66.67% | 0.00% | 0.00% | 38:13 | 36:11 | 36:11 | 38:34 | 39:55 | 39:55 | 03:44 | 02:45 |
 | Daedalus | 4 | 13.33% | 17.0 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 33:56 | 20:46 | 20:46 | 36:34 | 38:24 | 39:58 | 17:38 | 13:03 |
 | Crystalys | 5 | 16.67% | 14.9 | 20.00% | -32.00% | -20.00% | -20.00% | 0.00% | 32:33 | 17:19 | 17:19 | 36:36 | 36:47 | 37:47 | 19:28 | 14:25 |
 | Ring of Protection | 1 | 3.33% | 12.8 | 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 |
 | Divine Rapier | 1 | 3.33% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 00:00 | 00:00 |
 | Echo Sabre | 2 | 6.67% | 8.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:10 | 14:34 | 14:34 | 15:45 | 15:45 | 15:45 | 01:11 | 00:52 |
 | Aghanim's Blessing | 2 | 6.67% | 6.4 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 49:59 | 49:42 | 49:42 | 50:15 | 50:15 | 50:15 | 00:33 | 00:24 |
 | Refresher Orb | 1 | 3.33% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 56:53 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 3.33% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 47:40 | 00:00 | 00:00 |