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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 | |
 | Butterfly | 11 | 57.89% | 100.0 | 81.82% | +69.32% | +18.18% | -48.49% | -7.06% | 33:43 | 25:18 | 26:20 | 31:06 | 35:47 | 58:12 | 09:27 | 07:00 |
 | Black King Bar | 10 | 52.63% | 96.4 | 70.00% | +36.67% | -3.33% | -20.00% | -2.93% | 32:29 | 25:56 | 29:35 | 30:40 | 35:16 | 41:47 | 05:41 | 04:12 |
 | Wraith Band | 17 | 89.47% | 92.9 | 58.82% | +58.82% | -8.82% | -8.82% | 0.00% | 03:21 | 01:00 | 02:24 | 02:56 | 04:20 | 05:57 | 01:56 | 01:25 |
 | Manta Style | 18 | 94.74% | 89.3 | 55.56% | +55.56% | +4.44% | -5.56% | -3.87% | 20:42 | 18:08 | 19:35 | 20:08 | 22:10 | 24:18 | 02:35 | 01:54 |
 | Abyssal Blade | 7 | 36.84% | 85.7 | 71.43% | +29.76% | +28.57% | -21.43% | 0.00% | 34:06 | 25:41 | 29:54 | 34:31 | 36:06 | 42:53 | 06:12 | 04:35 |
 | Vanguard | 7 | 36.84% | 82.1 | 71.43% | +29.76% | +28.57% | -21.43% | 0.00% | 33:41 | 24:30 | 29:54 | 32:47 | 36:06 | 42:53 | 06:12 | 04:35 |
 | Battle Fury | 19 | 100.00% | 78.6 | 52.63% | +52.63% | -12.63% | -12.63% | 0.00% | 14:58 | 11:00 | 13:27 | 14:58 | 16:21 | 18:20 | 02:54 | 02:08 |
 | Quelling Blade | 19 | 100.00% | 75.0 | 52.63% | +52.63% | -12.63% | -12.63% | 0.00% | 00:27 | -01:29 | 00:12 | 00:17 | 00:29 | 01:42 | 00:17 | 00:12 |
 | Yasha | 19 | 100.00% | 71.4 | 52.63% | +52.63% | +7.37% | -12.63% | -9.09% | 17:57 | 15:24 | 16:36 | 17:55 | 18:48 | 21:45 | 02:12 | 01:37 |
 | Stout Shield | 19 | 100.00% | 67.9 | 52.63% | +52.63% | +7.37% | +7.37% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Power Treads | 19 | 100.00% | 64.3 | 52.63% | +52.63% | -12.63% | -32.63% | -8.45% | 07:40 | 04:59 | 05:52 | 07:15 | 08:14 | 13:05 | 02:22 | 01:45 |
 | Void Stone | 19 | 100.00% | 60.7 | 52.63% | +52.63% | +47.37% | -52.63% | -34.29% | 12:03 | 08:57 | 10:00 | 11:08 | 12:55 | 18:07 | 02:55 | 02:09 |
 | Ring of Health | 19 | 100.00% | 57.1 | 52.63% | +52.63% | +7.37% | -32.63% | -10.39% | 07:17 | 02:21 | 05:19 | 07:44 | 09:10 | 11:59 | 03:51 | 02:51 |
 | Boots of Speed | 19 | 100.00% | 53.6 | 52.63% | +52.63% | +7.37% | -12.63% | -7.59% | 05:35 | 02:25 | 03:14 | 05:39 | 05:52 | 12:06 | 02:38 | 01:57 |
 | Moon Shard | 4 | 21.05% | 50.0 | 75.00% | +28.33% | +25.00% | -75.00% | 0.00% | 41:18 | 33:52 | 33:52 | 37:12 | 45:13 | 48:55 | 11:21 | 08:24 |
 | Skull Basher | 9 | 47.37% | 46.4 | 55.56% | +5.56% | +44.44% | -55.56% | -9.95% | 30:25 | 21:50 | 22:39 | 28:18 | 32:42 | 44:51 | 10:03 | 07:26 |
 | Monkey King Bar | 2 | 10.53% | 42.9 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 46:39 | 43:16 | 43:16 | 50:02 | 50:02 | 50:02 | 06:46 | 05:00 |
 | Javelin | 2 | 10.53% | 39.3 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 46:18 | 42:55 | 42:55 | 49:40 | 49:40 | 49:40 | 06:45 | 05:00 |
 | Eye of Skadi | 7 | 36.84% | 35.7 | 42.86% | -15.47% | +7.14% | +7.14% | 0.00% | 25:48 | 23:20 | 23:57 | 24:06 | 26:07 | 32:14 | 02:10 | 01:36 |
 | Boots of Travel 2 | 1 | 5.26% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:39 | 50:39 | 50:39 | 50:39 | 50:39 | 50:39 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.26% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.26% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 56:13 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 5.26% | 21.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Magic Wand | 6 | 31.58% | 17.9 | 33.33% | -28.21% | -33.33% | -33.33% | 0.00% | 05:05 | 01:48 | 03:48 | 04:14 | 06:40 | 07:22 | 02:52 | 02:07 |
 | Magic Stick | 7 | 36.84% | 14.3 | 28.57% | -38.10% | -28.57% | -28.57% | 0.00% | 04:03 | 01:05 | 01:30 | 04:14 | 05:55 | 07:22 | 04:25 | 03:16 |
 | Orb of Venom | 2 | 10.53% | 10.7 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | -01:28 | -01:29 | -01:29 | -01:26 | -01:26 | -01:26 | 00:03 | 00:02 |
 | Divine Rapier | 2 | 10.53% | 7.1 | 50.00% | -2.94% | +50.00% | 0.00% | 0.00% | 43:22 | 23:03 | 23:03 | 1:03:40 | 1:03:40 | 1:03:40 | 40:37 | 30:05 |
 | Linken's Sphere | 1 | 5.26% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 27:50 | 00:00 | 00:00 |