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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 | 13 | 92.86% | 100.0 | 61.54% | +61.54% | +5.13% | -28.21% | -33.34% | -00:01 | -01:29 | -01:29 | -01:29 | -01:24 | 10:44 | 00:05 | 00:03 |
 | Crown | 7 | 50.00% | 97.4 | 71.43% | +28.57% | -21.43% | -21.43% | 0.00% | 08:38 | 04:47 | 04:52 | 06:06 | 06:25 | 26:51 | 01:33 | 01:08 |
 | Blink Dagger | 14 | 100.00% | 94.9 | 57.14% | +57.14% | -32.14% | +9.53% | 11.52% | 14:23 | 11:36 | 12:24 | 14:32 | 16:01 | 17:38 | 03:37 | 02:40 |
 | Boots of Speed | 14 | 100.00% | 92.3 | 57.14% | +57.14% | -7.14% | +9.53% | 2.84% | 06:39 | 02:49 | 04:13 | 05:14 | 10:05 | 11:18 | 05:52 | 04:20 |
 | Helm of Iron Will | 6 | 42.86% | 89.7 | 66.67% | +16.67% | -16.67% | -66.67% | -28.85% | 03:57 | 03:10 | 03:19 | 03:24 | 05:03 | 05:17 | 01:44 | 01:17 |
 | Helm of the Dominator | 6 | 42.86% | 87.2 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 08:30 | 07:10 | 07:16 | 08:00 | 09:48 | 09:56 | 02:32 | 01:52 |
 | Aghanim's Shard | 11 | 78.57% | 84.6 | 54.55% | -12.12% | +12.12% | -21.22% | -12.35% | 20:38 | 15:13 | 17:35 | 20:05 | 20:17 | 32:17 | 02:42 | 02:00 |
 | Power Treads | 4 | 28.57% | 82.1 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 07:20 | 04:59 | 04:59 | 07:06 | 08:05 | 09:09 | 03:06 | 02:17 |
 | Chainmail | 2 | 14.29% | 79.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 18:00 | 09:09 | 09:09 | 26:51 | 26:51 | 26:51 | 17:42 | 13:06 |
 | Magic Wand | 9 | 64.29% | 76.9 | 55.56% | -4.44% | -55.56% | -5.56% | 5.94% | 09:13 | 03:07 | 03:50 | 10:56 | 12:15 | 18:06 | 08:25 | 06:14 |
 | Quelling Blade | 9 | 64.29% | 74.4 | 55.56% | -4.44% | -5.56% | -5.56% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Ring of Protection | 7 | 50.00% | 71.8 | 57.14% | 0.00% | -7.14% | -7.14% | 0.00% | 02:22 | -01:29 | -01:29 | -01:27 | 04:36 | 09:10 | 06:05 | 04:30 |
 | Bracer | 7 | 50.00% | 69.2 | 57.14% | 0.00% | -7.14% | -7.14% | 0.00% | 02:18 | -01:29 | 01:46 | 02:07 | 02:36 | 06:12 | 00:50 | 00:37 |
 | Soul Ring | 5 | 35.71% | 66.7 | 60.00% | +4.44% | -60.00% | +40.00% | 14.63% | 07:32 | 02:43 | 02:43 | 09:10 | 09:33 | 11:04 | 06:50 | 05:03 |
 | Void Stone | 9 | 64.29% | 64.1 | 44.44% | -35.56% | -44.44% | +5.56% | 4.11% | 25:04 | 14:48 | 16:35 | 25:22 | 28:45 | 37:41 | 12:10 | 09:00 |
 | Arcane Boots | 9 | 64.29% | 61.5 | 44.44% | -35.56% | +5.56% | +5.56% | 0.00% | 15:24 | 05:05 | 06:07 | 12:32 | 21:41 | 35:32 | 15:34 | 11:31 |
 | Black King Bar | 4 | 28.57% | 59.0 | 50.00% | -10.00% | +50.00% | -50.00% | -10.70% | 26:29 | 18:05 | 18:05 | 26:47 | 27:26 | 33:36 | 09:21 | 06:55 |
 | Hood of Defiance | 1 | 7.14% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:25 | 10:25 | 10:25 | 10:25 | 10:25 | 10:25 | 00:00 | 00:00 |
 | Crystalys | 1 | 7.14% | 53.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 21:44 | 00:00 | 00:00 |
 | Headdress | 1 | 7.14% | 51.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 07:07 | 00:00 | 00:00 |
 | Echo Sabre | 1 | 7.14% | 48.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 10:57 | 00:00 | 00:00 |
 | Wind Lace | 1 | 7.14% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 22:08 | 00:00 | 00:00 |
 | Eul's Scepter of Divinity | 1 | 7.14% | 43.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |
 | Mekansm | 1 | 7.14% | 41.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 09:42 | 00:00 | 00:00 |
 | Medallion of Courage | 1 | 7.14% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Blight Stone | 1 | 7.14% | 35.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Solar Crest | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Aether Lens | 7 | 50.00% | 30.8 | 28.57% | -57.14% | -28.57% | +21.43% | 3.94% | 27:41 | 16:42 | 16:56 | 26:17 | 29:38 | 41:48 | 12:42 | 09:24 |
 | Fluffy Hat | 2 | 14.29% | 28.2 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 22:40 | 22:05 | 22:05 | 23:15 | 23:15 | 23:15 | 01:10 | 00:51 |
 | Force Staff | 2 | 14.29% | 25.6 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 26:01 | 23:16 | 23:16 | 28:45 | 28:45 | 28:45 | 05:29 | 04:03 |
 | Ring of Health | 3 | 21.43% | 23.1 | 33.33% | -30.31% | +66.67% | 0.00% | -1.93% | 26:44 | 03:56 | 03:56 | 37:41 | 38:34 | 38:34 | 34:38 | 25:39 |
 | Octarine Core | 1 | 7.14% | 20.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:17 | 1:09:17 | 1:09:17 | 1:09:17 | 1:09:17 | 1:09:17 | 00:00 | 00:00 |
 | Refresher Orb | 2 | 14.29% | 17.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 39:41 | 38:01 | 38:01 | 41:21 | 41:21 | 41:21 | 03:20 | 02:28 |
 | Sange | 1 | 7.14% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 7.14% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 55:43 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 7.14% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 1:01:55 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 7.14% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:03 | 11:03 | 11:03 | 11:03 | 11:03 | 11:03 | 00:00 | 00:00 |
 | Arcane Blink | 1 | 7.14% | 5.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:30 | 51:30 | 51:30 | 51:30 | 51:30 | 51:30 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 7.14% | 2.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 45:10 | 00:00 | 00:00 |