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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 Stick | 14 | 93.33% | 100.0 | 35.71% | +35.71% | +39.29% | -35.71% | -75.00% | 00:32 | -01:29 | -01:29 | -01:29 | -01:21 | 11:51 | 00:08 | 00:05 |
 | Boots of Speed | 15 | 100.00% | 97.1 | 33.33% | +33.33% | -8.33% | -33.33% | -8.77% | 04:38 | 01:34 | 03:03 | 04:14 | 05:54 | 08:39 | 02:51 | 02:06 |
 | Power Treads | 15 | 100.00% | 94.1 | 33.33% | +33.33% | +41.67% | -8.33% | -24.59% | 06:41 | 04:53 | 05:19 | 06:30 | 07:21 | 10:27 | 02:02 | 01:30 |
 | Echo Sabre | 15 | 100.00% | 91.2 | 33.33% | +33.33% | +41.67% | -33.33% | -27.44% | 15:14 | 12:53 | 13:30 | 15:32 | 16:14 | 17:34 | 02:44 | 02:01 |
 | Helm of Iron Will | 11 | 73.33% | 88.2 | 36.36% | +11.36% | +30.31% | -36.36% | -27.59% | 08:24 | 03:05 | 07:20 | 08:47 | 09:45 | 11:40 | 02:25 | 01:47 |
 | Armlet of Mordiggian | 11 | 73.33% | 85.3 | 36.36% | +11.36% | +30.31% | -36.36% | -33.06% | 10:26 | 07:36 | 09:26 | 10:28 | 11:27 | 12:07 | 02:01 | 01:29 |
 | Magic Wand | 12 | 80.00% | 82.4 | 33.33% | 0.00% | 0.00% | -33.33% | -4.74% | 06:06 | 00:11 | 01:25 | 03:16 | 08:27 | 24:06 | 07:02 | 05:12 |
 | Quelling Blade | 14 | 93.33% | 79.4 | 28.57% | -71.43% | +21.43% | +4.76% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:24 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 6.67% | 76.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 6.67% | 73.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 6.67% | 70.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 09:57 | 00:00 | 00:00 |
 | Blight Stone | 1 | 6.67% | 67.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 09:22 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 6.67% | 64.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 02:13 | 00:00 | 00:00 |
 | Sange | 1 | 6.67% | 61.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 31:20 | 00:00 | 00:00 |
 | Satanic | 1 | 6.67% | 58.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 18:09 | 00:00 | 00:00 |
 | Blink Dagger | 8 | 53.33% | 55.9 | 25.00% | -17.86% | +25.00% | -25.00% | -11.19% | 22:32 | 16:07 | 18:46 | 21:48 | 23:14 | 34:03 | 04:28 | 03:18 |
 | Aghanim's Shard | 9 | 60.00% | 52.9 | 22.22% | -27.78% | +77.78% | -22.22% | -10.75% | 23:45 | 17:34 | 17:39 | 25:48 | 26:57 | 30:42 | 09:18 | 06:53 |
 | Bracer | 3 | 20.00% | 50.0 | 33.33% | 0.00% | -33.33% | 0.00% | 33.33% | 02:02 | 02:00 | 02:00 | 02:01 | 02:06 | 02:06 | 00:06 | 00:04 |
 | Soul Ring | 4 | 26.67% | 47.1 | 25.00% | -11.36% | +75.00% | -25.00% | -100.00% | 02:35 | 02:05 | 02:05 | 02:13 | 02:29 | 03:33 | 00:24 | 00:17 |
 | Orchid Malevolence | 4 | 26.67% | 44.1 | 25.00% | -11.36% | +75.00% | -25.00% | -17.80% | 33:25 | 24:58 | 24:58 | 30:08 | 30:35 | 47:57 | 05:37 | 04:09 |
 | Heart of Tarrasque | 4 | 26.67% | 41.2 | 25.00% | -11.36% | -25.00% | +75.00% | 32.43% | 24:37 | 22:34 | 22:34 | 23:47 | 25:39 | 26:27 | 03:05 | 02:17 |
 | Void Stone | 4 | 26.67% | 38.2 | 25.00% | -11.36% | +75.00% | -25.00% | -18.35% | 33:19 | 24:58 | 24:58 | 30:06 | 30:25 | 47:46 | 05:27 | 04:02 |
 | Ring of Protection | 5 | 33.33% | 35.3 | 20.00% | -20.00% | -20.00% | -20.00% | 0.00% | 07:39 | 00:45 | 00:45 | 01:47 | 02:34 | 32:11 | 01:49 | 01:20 |
 | Black King Bar | 9 | 60.00% | 32.4 | 11.11% | -55.56% | -11.11% | -11.11% | 0.00% | 25:49 | 17:58 | 18:26 | 23:38 | 24:29 | 43:16 | 06:03 | 04:28 |
 | Yasha | 1 | 6.67% | 29.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 25:23 | 00:00 | 00:00 |
 | Crystalys | 1 | 6.67% | 26.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 31:37 | 00:00 | 00:00 |
 | Buckler | 1 | 6.67% | 23.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Eye of Skadi | 2 | 13.33% | 20.6 | 0.00% | -38.46% | 0.00% | 0.00% | 0.00% | 32:46 | 32:27 | 32:27 | 33:05 | 33:05 | 33:05 | 00:38 | 00:28 |
 | Bloodthorn | 1 | 6.67% | 17.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 47:57 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 6.67% | 14.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 6.67% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 31:40 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 6.67% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 6.67% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 47:34 | 00:00 | 00:00 |
 | Manta Style | 1 | 6.67% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 00:00 | 00:00 |