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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 | |
 | Wind Lace | 2 | 15.38% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 05:56 | 05:02 | 05:02 | 06:50 | 06:50 | 06:50 | 01:48 | 01:20 |
 | Blight Stone | 2 | 15.38% | 100.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 11:57 | 05:59 | 05:59 | 17:55 | 17:55 | 17:55 | 11:56 | 08:50 |
 | Soul Ring | 12 | 92.31% | 81.3 | 41.67% | +41.67% | -8.34% | +58.33% | 27.21% | 09:01 | 07:16 | 07:28 | 08:50 | 09:55 | 11:04 | 02:27 | 01:48 |
 | Ring of Protection | 13 | 100.00% | 77.6 | 38.46% | +38.46% | -5.13% | +28.21% | 16.00% | 08:07 | 02:36 | 06:52 | 07:34 | 08:57 | 14:41 | 02:05 | 01:32 |
 | Boots of Speed | 13 | 100.00% | 77.6 | 38.46% | +38.46% | -5.13% | -5.13% | 0.00% | 03:55 | 01:40 | 03:30 | 04:08 | 04:13 | 05:02 | 00:43 | 00:31 |
 | Wraith Band | 11 | 84.62% | 67.8 | 36.36% | -13.64% | +30.31% | +30.31% | 0.00% | 01:04 | -01:29 | -01:28 | 01:32 | 02:11 | 02:57 | 03:39 | 02:42 |
 | Quelling Blade | 11 | 84.62% | 67.8 | 36.36% | -13.64% | -3.03% | +30.31% | 0.00% | -01:06 | -01:29 | -01:29 | -01:29 | -01:29 | 01:02 | 00:00 | 00:00 |
 | Guardian Greaves | 11 | 84.62% | 67.8 | 36.36% | -13.64% | -3.03% | -3.03% | 0.00% | 18:13 | 13:49 | 16:51 | 17:11 | 17:29 | 24:14 | 00:38 | 00:28 |
 | Chainmail | 12 | 92.31% | 64.6 | 33.33% | -66.67% | 0.00% | -33.33% | -11.49% | 11:59 | 09:09 | 09:47 | 11:29 | 12:41 | 17:07 | 02:54 | 02:08 |
 | Headdress | 12 | 92.31% | 64.6 | 33.33% | -66.67% | 0.00% | 0.00% | 0.00% | 11:52 | 08:19 | 09:09 | 11:56 | 12:58 | 15:06 | 03:49 | 02:49 |
 | Buckler | 12 | 92.31% | 64.6 | 33.33% | -66.67% | 0.00% | 0.00% | 0.00% | 16:39 | 13:17 | 14:13 | 15:11 | 18:47 | 24:14 | 04:34 | 03:22 |
 | Mekansm | 12 | 92.31% | 64.6 | 33.33% | -66.67% | +33.34% | -33.33% | -26.49% | 14:06 | 10:11 | 12:19 | 13:12 | 14:50 | 18:36 | 02:31 | 01:51 |
 | Arcane Boots | 12 | 92.31% | 64.6 | 33.33% | -66.67% | 0.00% | +33.34% | 31.75% | 06:51 | 05:42 | 05:56 | 06:33 | 06:59 | 09:29 | 01:03 | 00:46 |
 | Magic Stick | 8 | 61.54% | 59.3 | 37.50% | -2.50% | +12.50% | -37.50% | -50.00% | 02:42 | -01:29 | -01:29 | -01:29 | 02:19 | 17:42 | 03:48 | 02:48 |
 | Pipe of Insight | 9 | 69.23% | 55.4 | 33.33% | -16.67% | -33.33% | -33.33% | 0.00% | 21:17 | 14:38 | 15:53 | 21:45 | 24:09 | 26:51 | 08:16 | 06:07 |
 | Scythe of Vyse | 4 | 30.77% | 55.0 | 50.00% | +16.67% | -50.00% | -50.00% | 0.00% | 32:04 | 30:12 | 30:12 | 31:18 | 31:46 | 35:00 | 01:34 | 01:09 |
 | Ring of Health | 10 | 76.92% | 52.3 | 30.00% | -36.67% | -30.00% | +20.00% | 6.79% | 16:27 | 10:40 | 12:34 | 17:33 | 19:56 | 20:35 | 07:22 | 05:27 |
 | Hood of Defiance | 10 | 76.92% | 52.3 | 30.00% | -36.67% | -30.00% | +20.00% | 6.62% | 16:46 | 11:10 | 12:34 | 17:33 | 20:07 | 20:44 | 07:33 | 05:35 |
 | Orb of Corrosion | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 07:37 | 00:00 | 00:00 |
 | Octarine Core | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 42:42 | 00:00 | 00:00 |
 | Aether Lens | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 39:48 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 06:46 | 00:00 | 00:00 |
 | Aghanim's Shard | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 23:05 | 00:00 | 00:00 |
 | Orb of Venom | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 05:30 | 00:00 | 00:00 |
 | Blink Dagger | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 46:32 | 00:00 | 00:00 |
 | Desolator | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Eye of Skadi | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:17 | 28:17 | 28:17 | 28:17 | 28:17 | 28:17 | 00:00 | 00:00 |
 | Crystalys | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Black King Bar | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:48 | 17:48 | 17:48 | 17:48 | 17:48 | 17:48 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Hand of Midas | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 00:00 | 00:00 |
 | Power Treads | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 12:57 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 21:06 | 00:00 | 00:00 |
 | Wraith Pact | 1 | 7.69% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 24:41 | 00:00 | 00:00 |
 | Void Stone | 6 | 46.15% | 42.5 | 33.33% | -9.53% | +16.67% | -33.33% | -6.70% | 27:05 | 22:43 | 23:50 | 25:08 | 31:18 | 31:46 | 07:28 | 05:31 |
 | Magic Wand | 8 | 61.54% | 36.6 | 25.00% | -35.00% | -25.00% | -25.00% | 0.00% | 06:57 | -01:29 | 03:56 | 04:21 | 09:27 | 18:42 | 05:31 | 04:05 |
 | Lotus Orb | 2 | 15.38% | 29.2 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 34:34 | 31:46 | 31:46 | 37:22 | 37:22 | 37:22 | 05:36 | 04:08 |
 | Aghanim's Scepter | 2 | 15.38% | 0.0 | 0.00% | -45.45% | 0.00% | 0.00% | 0.00% | 41:29 | 33:49 | 33:49 | 49:08 | 49:08 | 49:08 | 15:19 | 11:20 |