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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 | |
 | Magic Wand | 13 | 68.42% | 100.0 | 53.85% | +37.18% | +12.82% | +12.82% | 0.00% | 07:21 | -01:29 | 01:31 | 05:25 | 14:52 | 18:43 | 13:21 | 09:53 |
 | Blink Dagger | 6 | 31.58% | 97.1 | 66.67% | +35.90% | +33.33% | -66.67% | 0.00% | 28:45 | 23:14 | 27:54 | 29:05 | 30:59 | 31:45 | 03:05 | 02:17 |
 | Morbid Mask | 4 | 21.05% | 94.1 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 27:52 | 19:03 | 19:03 | 27:18 | 31:32 | 33:35 | 12:29 | 09:14 |
 | Satanic | 4 | 21.05% | 91.2 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 29:36 | 22:56 | 22:56 | 29:29 | 31:49 | 34:11 | 08:53 | 06:34 |
 | Sange and Yasha | 9 | 47.37% | 88.2 | 55.56% | +25.56% | -5.56% | -5.56% | 0.00% | 25:22 | 22:41 | 22:44 | 25:41 | 26:41 | 28:07 | 03:57 | 02:55 |
 | Sange | 9 | 47.37% | 85.3 | 55.56% | +25.56% | -5.56% | -5.56% | 0.00% | 24:50 | 22:09 | 22:15 | 24:33 | 26:41 | 27:48 | 04:26 | 03:17 |
 | Aghanim's Scepter | 2 | 10.53% | 82.4 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 34:23 | 26:00 | 26:00 | 42:46 | 42:46 | 42:46 | 16:46 | 12:25 |
 | Battle Fury | 19 | 100.00% | 79.4 | 42.11% | +42.11% | -2.11% | -22.11% | -11.11% | 14:03 | 12:08 | 12:59 | 13:59 | 14:47 | 15:57 | 01:48 | 01:20 |
 | Black King Bar | 19 | 100.00% | 76.5 | 42.11% | +42.11% | -2.11% | -2.11% | 0.00% | 20:04 | 17:29 | 18:33 | 20:25 | 21:43 | 22:28 | 03:10 | 02:20 |
 | Boots of Speed | 19 | 100.00% | 73.5 | 42.11% | +42.11% | -2.11% | -2.11% | 0.00% | 04:06 | 01:16 | 02:39 | 04:01 | 05:35 | 06:20 | 02:56 | 02:10 |
 | Quelling Blade | 19 | 100.00% | 70.6 | 42.11% | +42.11% | -22.11% | +17.89% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 |
 | Void Stone | 19 | 100.00% | 67.6 | 42.11% | +42.11% | -2.11% | -2.11% | 0.00% | 10:52 | 06:31 | 08:37 | 10:38 | 12:03 | 15:49 | 03:26 | 02:32 |
 | Ring of Health | 19 | 100.00% | 64.7 | 42.11% | +42.11% | -2.11% | -2.11% | 0.00% | 05:27 | 02:21 | 03:27 | 05:08 | 06:18 | 10:59 | 02:51 | 02:06 |
 | Phase Boots | 17 | 89.47% | 61.8 | 41.18% | -8.82% | +8.82% | +8.82% | 0.00% | 07:21 | 04:40 | 05:03 | 07:37 | 09:08 | 09:42 | 04:05 | 03:01 |
 | Chainmail | 17 | 89.47% | 58.8 | 41.18% | -8.82% | +8.82% | -16.18% | -7.32% | 06:36 | 03:05 | 04:49 | 06:57 | 08:14 | 08:48 | 03:25 | 02:31 |
 | Magic Stick | 17 | 89.47% | 55.9 | 41.18% | -8.82% | -16.18% | +8.82% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:25 | 00:00 | 00:00 |
 | Abyssal Blade | 8 | 42.11% | 52.9 | 50.00% | +13.64% | +50.00% | -50.00% | -10.97% | 34:23 | 25:38 | 27:13 | 32:44 | 36:20 | 47:38 | 09:07 | 06:45 |
 | Yasha | 12 | 63.16% | 50.0 | 41.67% | -1.19% | +25.00% | +25.00% | 0.00% | 23:32 | 17:13 | 20:48 | 23:16 | 25:55 | 26:40 | 05:07 | 03:47 |
 | Vanguard | 9 | 47.37% | 47.1 | 44.44% | +4.44% | +5.56% | -44.44% | -5.17% | 33:19 | 25:10 | 26:37 | 32:36 | 36:17 | 47:32 | 09:40 | 07:09 |
 | Wraith Band | 6 | 31.58% | 44.1 | 50.00% | +11.54% | 0.00% | -50.00% | 0.00% | 02:06 | 01:33 | 01:34 | 01:47 | 02:44 | 02:53 | 01:10 | 00:51 |
 | Wind Lace | 3 | 15.79% | 41.2 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 14:15 | 14:01 | 14:01 | 14:18 | 14:27 | 14:27 | 00:26 | 00:19 |
 | Skull Basher | 11 | 57.89% | 38.2 | 36.36% | -13.64% | +30.31% | -36.36% | -9.28% | 27:25 | 21:16 | 22:10 | 25:39 | 29:21 | 43:08 | 07:11 | 05:19 |
 | Swift Blink | 4 | 21.05% | 35.3 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 41:36 | 39:37 | 39:37 | 39:43 | 40:32 | 46:30 | 00:55 | 00:40 |
 | Monkey King Bar | 4 | 21.05% | 32.4 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 35:36 | 27:06 | 27:06 | 30:38 | 36:45 | 47:55 | 09:39 | 07:08 |
 | Shadow Blade | 1 | 5.26% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 5.26% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 33:39 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.26% | 23.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 35:47 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.26% | 20.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 36:05 | 00:00 | 00:00 |
 | Aghanim's Blessing | 1 | 5.26% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 42:46 | 00:00 | 00:00 |
 | Power Treads | 2 | 10.53% | 14.7 | 50.00% | +8.82% | -50.00% | 0.00% | 0.00% | 05:10 | 04:30 | 04:30 | 05:49 | 05:49 | 05:49 | 01:19 | 00:58 |
 | Aghanim's Shard | 2 | 10.53% | 11.8 | 50.00% | +8.82% | +50.00% | 0.00% | 0.00% | 43:47 | 41:28 | 41:28 | 46:06 | 46:06 | 46:06 | 04:38 | 03:25 |
 | Linken's Sphere | 3 | 15.79% | 8.8 | 33.33% | -10.42% | -33.33% | 0.00% | 0.00% | 34:10 | 32:34 | 32:34 | 33:57 | 35:59 | 35:59 | 03:25 | 02:31 |
 | Javelin | 3 | 15.79% | 5.9 | 33.33% | -10.42% | -33.33% | 0.00% | 0.00% | 30:57 | 26:55 | 26:55 | 29:25 | 36:31 | 36:31 | 09:36 | 07:06 |
 | Manta Style | 2 | 10.53% | 2.9 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 27:39 | 25:18 | 25:18 | 30:00 | 30:00 | 30:00 | 04:42 | 03:28 |