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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 | |
 | Soul Ring | 4 | 23.53% | 100.0 | 100.00% | +61.54% | 0.00% | 0.00% | 0.00% | 12:45 | 07:38 | 07:38 | 09:39 | 09:50 | 23:53 | 02:12 | 01:37 |
 | Void Stone | 7 | 41.18% | 97.0 | 85.71% | +55.71% | +14.29% | +14.29% | 0.00% | 25:35 | 12:05 | 17:05 | 24:53 | 29:15 | 40:16 | 12:10 | 09:00 |
 | Ring of Protection | 5 | 29.41% | 93.9 | 80.00% | +38.33% | +20.00% | +20.00% | 0.00% | 10:05 | -01:29 | -01:29 | 06:34 | 23:15 | 23:32 | 24:44 | 18:19 |
 | Aghanim's Shard | 7 | 41.18% | 90.9 | 71.43% | +31.43% | +28.57% | -21.43% | -10.45% | 26:34 | 21:42 | 22:33 | 25:49 | 27:20 | 32:59 | 04:47 | 03:32 |
 | Blink Dagger | 17 | 100.00% | 87.9 | 52.94% | +52.94% | +47.06% | -2.94% | -12.82% | 16:39 | 09:20 | 14:22 | 16:53 | 18:16 | 22:00 | 03:54 | 02:53 |
 | Boots of Speed | 17 | 100.00% | 84.8 | 52.94% | +52.94% | +22.06% | -2.94% | -7.81% | 05:04 | 01:38 | 03:22 | 04:13 | 06:34 | 10:38 | 03:12 | 02:22 |
 | Quelling Blade | 17 | 100.00% | 81.8 | 52.94% | +52.94% | -2.94% | -2.94% | 0.00% | -01:21 | -01:29 | -01:29 | -01:29 | -01:29 | 00:44 | 00:00 | 00:00 |
 | Power Treads | 6 | 35.29% | 78.8 | 66.67% | +21.22% | +33.33% | +33.33% | 0.00% | 07:46 | 05:48 | 06:06 | 06:57 | 09:03 | 11:30 | 02:57 | 02:11 |
 | Magic Stick | 14 | 82.35% | 75.8 | 50.00% | -16.67% | 0.00% | -16.67% | -2.27% | 03:48 | -01:29 | 00:26 | 04:08 | 07:46 | 09:36 | 07:20 | 05:25 |
 | Aether Lens | 4 | 23.53% | 72.7 | 75.00% | +28.85% | +25.00% | +25.00% | 0.00% | 27:10 | 18:58 | 18:58 | 29:19 | 29:25 | 30:56 | 10:27 | 07:44 |
 | Lotus Orb | 2 | 11.76% | 69.7 | 100.00% | +53.33% | 0.00% | 0.00% | 0.00% | 27:52 | 15:28 | 15:28 | 40:16 | 40:16 | 40:16 | 24:48 | 18:22 |
 | Arcane Boots | 11 | 64.71% | 66.7 | 45.45% | -21.22% | +21.22% | +21.22% | 0.00% | 07:15 | 04:11 | 06:03 | 06:15 | 06:34 | 12:47 | 00:31 | 00:22 |
 | Bottle | 5 | 29.41% | 63.6 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 01:48 | 01:18 | 01:18 | 01:33 | 02:13 | 02:32 | 00:55 | 00:40 |
 | Ring of Health | 5 | 29.41% | 60.6 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 14:16 | 03:40 | 03:40 | 08:57 | 10:23 | 40:16 | 06:43 | 04:58 |
 | Echo Sabre | 5 | 29.41% | 57.6 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 14:18 | 10:59 | 10:59 | 13:45 | 15:48 | 17:20 | 04:49 | 03:34 |
 | Magic Wand | 9 | 52.94% | 54.5 | 44.44% | -18.06% | +5.56% | +5.56% | 0.00% | 07:38 | 03:43 | 03:53 | 07:59 | 09:38 | 11:30 | 05:45 | 04:15 |
 | Mekansm | 6 | 35.29% | 51.5 | 50.00% | -4.55% | +50.00% | +50.00% | 0.00% | 11:01 | 08:47 | 08:52 | 11:04 | 11:49 | 14:01 | 02:57 | 02:11 |
 | Chainmail | 6 | 35.29% | 48.5 | 50.00% | -4.55% | +50.00% | +50.00% | 0.00% | 09:05 | 06:00 | 08:24 | 09:17 | 10:35 | 10:41 | 02:11 | 01:37 |
 | Headdress | 7 | 41.18% | 45.5 | 42.86% | -17.14% | +7.14% | -42.86% | -8.38% | 06:26 | -01:29 | 02:20 | 07:44 | 08:18 | 13:07 | 05:58 | 04:25 |
 | Black King Bar | 7 | 41.18% | 42.4 | 42.86% | -17.14% | +57.14% | -42.86% | -17.54% | 26:48 | 20:04 | 22:59 | 28:20 | 28:41 | 30:16 | 05:42 | 04:13 |
 | Aeon Disk | 1 | 5.88% | 39.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 36:21 | 00:00 | 00:00 |
 | Linken's Sphere | 1 | 5.88% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 24:42 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 5.88% | 33.3 | 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 |
 | Shadow Blade | 1 | 5.88% | 30.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 29:57 | 00:00 | 00:00 |
 | Helm of the Dominator | 2 | 11.76% | 27.3 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 07:45 | 06:56 | 06:56 | 08:34 | 08:34 | 08:34 | 01:38 | 01:12 |
 | Helm of Iron Will | 2 | 11.76% | 24.2 | 50.00% | -3.33% | -50.00% | 0.00% | 0.00% | 02:15 | 02:10 | 02:10 | 02:20 | 02:20 | 02:20 | 00:10 | 00:07 |
 | Crown | 2 | 11.76% | 21.2 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 04:13 | 03:51 | 03:51 | 04:35 | 04:35 | 04:35 | 00:44 | 00:32 |
 | Bracer | 3 | 17.65% | 18.2 | 33.33% | -23.81% | -33.33% | 0.00% | 0.00% | 02:36 | 01:56 | 01:56 | 02:37 | 03:16 | 03:16 | 01:20 | 00:59 |
 | Hood of Defiance | 2 | 11.76% | 15.2 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 11:29 | 10:31 | 10:31 | 12:26 | 12:26 | 12:26 | 01:55 | 01:25 |
 | Guardian Greaves | 1 | 5.88% | 12.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 25:40 | 00:00 | 00:00 |
 | Force Staff | 1 | 5.88% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 00:00 | 00:00 |
 | Buckler | 1 | 5.88% | 6.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 5.88% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |