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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 | |
 | Mekansm | 11 | 61.11% | 100.0 | 63.64% | +35.07% | +3.03% | +3.03% | 0.00% | 11:57 | 08:47 | 10:00 | 11:38 | 12:44 | 16:17 | 02:44 | 02:01 |
 | Quelling Blade | 11 | 61.11% | 97.8 | 63.64% | +35.07% | +36.36% | +3.03% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Chainmail | 11 | 61.11% | 95.6 | 63.64% | +35.07% | -30.31% | +36.36% | 38.46% | 09:22 | 04:04 | 08:23 | 09:42 | 10:07 | 13:48 | 01:44 | 01:17 |
 | Aether Lens | 5 | 27.78% | 93.3 | 80.00% | +41.54% | +20.00% | +20.00% | 0.00% | 32:32 | 27:52 | 27:52 | 31:54 | 34:59 | 38:29 | 07:07 | 05:16 |
 | Guardian Greaves | 5 | 27.78% | 91.1 | 80.00% | +41.54% | -80.00% | +20.00% | 23.90% | 26:24 | 20:42 | 20:42 | 20:57 | 24:53 | 44:38 | 04:11 | 03:05 |
 | Void Stone | 5 | 27.78% | 88.9 | 80.00% | +41.54% | +20.00% | +20.00% | 0.00% | 32:19 | 27:42 | 27:42 | 31:06 | 34:59 | 38:29 | 07:17 | 05:23 |
 | Ring of Protection | 7 | 38.89% | 86.7 | 71.43% | +35.07% | -21.43% | -21.43% | 0.00% | 25:22 | 17:39 | 18:14 | 20:44 | 29:44 | 36:43 | 11:30 | 08:31 |
 | Buckler | 7 | 38.89% | 84.4 | 71.43% | +35.07% | -21.43% | -21.43% | 0.00% | 25:29 | 17:39 | 18:54 | 20:44 | 29:44 | 36:43 | 10:50 | 08:01 |
 | Headdress | 12 | 66.67% | 82.2 | 58.33% | +25.00% | +8.34% | -25.00% | -9.48% | 09:24 | 06:05 | 06:29 | 07:25 | 10:00 | 16:35 | 03:31 | 02:36 |
 | Arcane Boots | 15 | 83.33% | 80.0 | 53.33% | +20.00% | -28.33% | -3.33% | 10.64% | 07:14 | 03:27 | 04:42 | 05:58 | 07:03 | 24:56 | 02:21 | 01:44 |
 | Blink Dagger | 18 | 100.00% | 77.8 | 50.00% | +50.00% | +10.00% | 0.00% | -2.46% | 15:51 | 10:49 | 13:27 | 15:13 | 17:31 | 30:01 | 04:04 | 03:00 |
 | Boots of Speed | 18 | 100.00% | 75.6 | 50.00% | +50.00% | -30.00% | 0.00% | 12.95% | 03:10 | -01:29 | 02:22 | 02:57 | 04:41 | 05:29 | 02:19 | 01:42 |
 | Black King Bar | 8 | 44.44% | 73.3 | 62.50% | +22.50% | +37.50% | -62.50% | -10.08% | 30:28 | 20:30 | 24:10 | 30:26 | 34:05 | 39:19 | 09:55 | 07:20 |
 | Force Staff | 6 | 33.33% | 71.1 | 66.67% | +25.00% | +33.33% | +33.33% | 0.00% | 26:23 | 17:20 | 24:49 | 25:20 | 29:34 | 35:18 | 04:45 | 03:31 |
 | Magic Wand | 17 | 94.44% | 68.9 | 47.06% | -52.94% | -22.06% | +2.94% | 7.21% | 07:29 | -01:29 | 04:17 | 06:05 | 07:45 | 30:48 | 03:28 | 02:34 |
 | Bracer | 4 | 22.22% | 66.7 | 75.00% | +32.14% | +25.00% | -75.00% | -100.00% | 02:28 | 01:57 | 01:57 | 02:02 | 02:39 | 03:12 | 00:42 | 00:31 |
 | Octarine Core | 2 | 11.11% | 64.4 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 39:13 | 31:50 | 31:50 | 46:35 | 46:35 | 46:35 | 14:45 | 10:55 |
 | Magic Stick | 15 | 83.33% | 62.2 | 46.67% | -20.00% | -21.67% | +28.33% | 15.63% | 02:08 | -01:29 | -01:29 | 02:17 | 04:41 | 07:10 | 06:10 | 04:34 |
 | Fluffy Hat | 7 | 38.89% | 60.0 | 57.14% | +11.69% | -7.14% | +42.86% | 7.98% | 23:37 | 17:20 | 18:23 | 22:27 | 24:39 | 35:17 | 06:16 | 04:38 |
 | Aghanim's Shard | 5 | 27.78% | 57.8 | 60.00% | +13.85% | +40.00% | -60.00% | -3.67% | 39:10 | 21:09 | 21:09 | 37:16 | 48:25 | 1:03:47 | 27:16 | 20:11 |
 | Ring of Health | 4 | 22.22% | 55.6 | 50.00% | 0.00% | -50.00% | +50.00% | 4.72% | 21:42 | 03:00 | 03:00 | 21:21 | 24:10 | 38:17 | 21:10 | 15:40 |
 | Wind Lace | 4 | 22.22% | 53.3 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 06:49 | -01:29 | -01:29 | -01:29 | 04:21 | 25:53 | 05:50 | 04:19 |
 | Hand of Midas | 1 | 5.56% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 23:21 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 5.56% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 60:59 | 00:00 | 00:00 |
 | Aghanim's Scepter | 1 | 5.56% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 5.56% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 40:31 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 5.56% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 29:59 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 5.56% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 21:34 | 00:00 | 00:00 |
 | Harpoon | 2 | 11.11% | 37.8 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 15:38 | 15:07 | 15:07 | 16:08 | 16:08 | 16:08 | 01:01 | 00:45 |
 | Diadem | 2 | 11.11% | 35.6 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 14:39 | 13:28 | 13:28 | 15:49 | 15:49 | 15:49 | 02:21 | 01:44 |
 | Bottle | 2 | 11.11% | 33.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 01:31 | 01:13 | 01:13 | 01:49 | 01:49 | 01:49 | 00:36 | 00:26 |
 | Wraith Band | 3 | 16.67% | 31.1 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 11:39 | 03:14 | 03:14 | 05:08 | 26:34 | 26:34 | 23:20 | 17:17 |
 | Echo Sabre | 3 | 16.67% | 28.9 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 10:56 | 09:54 | 09:54 | 10:25 | 12:30 | 12:30 | 02:36 | 01:55 |
 | Pipe of Insight | 3 | 16.67% | 26.7 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 28:15 | 22:02 | 22:02 | 28:42 | 34:01 | 34:01 | 11:59 | 08:52 |
 | Power Treads | 3 | 16.67% | 24.4 | 33.33% | -20.00% | +66.67% | 0.00% | 0.00% | 06:24 | 05:29 | 05:29 | 06:13 | 07:31 | 07:31 | 02:02 | 01:30 |
 | Shadow Blade | 2 | 11.11% | 22.2 | 0.00% | -56.25% | 0.00% | 0.00% | 0.00% | 36:58 | 24:21 | 24:21 | 49:35 | 49:35 | 49:35 | 25:14 | 18:41 |
 | Sange and Yasha | 1 | 5.56% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Sange | 1 | 5.56% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Yasha | 1 | 5.56% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:05 | 17:05 | 17:05 | 17:05 | 17:05 | 17:05 | 00:00 | 00:00 |
 | Monkey King Bar | 1 | 5.56% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 48:24 | 00:00 | 00:00 |
 | Javelin | 1 | 5.56% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 5.56% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Silver Edge | 1 | 5.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 26:42 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 5.56% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 34:36 | 00:00 | 00:00 |
 | Crystalys | 1 | 5.56% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 25:43 | 00:00 | 00:00 |