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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 | |
 | Maelstrom | 21 | 77.78% | 100.0 | 57.14% | +57.14% | +42.86% | +2.86% | -13.56% | 15:51 | 11:23 | 13:59 | 16:04 | 16:56 | 26:15 | 02:57 | 02:11 |
 | Javelin | 22 | 81.48% | 97.6 | 54.55% | +54.55% | +28.78% | -34.55% | -40.42% | 12:55 | 06:34 | 11:54 | 12:21 | 13:28 | 25:49 | 01:34 | 01:09 |
 | Eye of Skadi | 13 | 48.15% | 95.1 | 61.54% | +32.97% | +5.13% | -28.21% | -7.07% | 32:00 | 20:19 | 29:13 | 32:52 | 33:56 | 41:18 | 04:43 | 03:29 |
 | Mjollnir | 11 | 40.74% | 92.7 | 63.64% | +32.39% | +3.03% | +3.03% | 0.00% | 30:21 | 21:17 | 27:10 | 29:20 | 32:33 | 44:58 | 05:23 | 03:59 |
 | Magic Stick | 25 | 92.59% | 90.2 | 48.00% | +48.00% | -14.67% | +2.00% | 16.67% | -00:16 | -01:29 | -01:29 | -01:29 | -01:25 | 14:44 | 00:04 | 00:02 |
 | Magic Wand | 23 | 85.19% | 87.8 | 47.83% | +22.83% | -14.50% | +35.50% | 6.16% | 08:12 | 00:20 | 03:16 | 05:22 | 11:23 | 24:47 | 08:07 | 06:00 |
 | Black King Bar | 21 | 77.78% | 85.4 | 47.62% | +14.29% | -7.62% | -7.62% | 0.00% | 22:23 | 18:31 | 21:00 | 22:40 | 23:23 | 26:37 | 02:23 | 01:45 |
 | Boots of Speed | 27 | 100.00% | 82.9 | 44.44% | +44.44% | -15.87% | +12.70% | 17.67% | 05:03 | 02:02 | 04:03 | 05:03 | 05:40 | 10:04 | 01:37 | 01:11 |
 | Power Treads | 27 | 100.00% | 80.5 | 44.44% | +44.44% | +26.99% | -30.15% | -57.14% | 06:44 | 04:42 | 05:58 | 06:22 | 06:43 | 10:31 | 00:45 | 00:33 |
 | Quelling Blade | 27 | 100.00% | 78.0 | 44.44% | +44.44% | +12.70% | -15.87% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Void Stone | 11 | 40.74% | 75.6 | 54.55% | +17.05% | -21.22% | +12.12% | 2.77% | 35:37 | 09:51 | 27:15 | 38:10 | 39:18 | 57:55 | 12:03 | 08:55 |
 | Ring of Health | 12 | 44.44% | 73.2 | 50.00% | +10.00% | -50.00% | +16.67% | 2.74% | 32:39 | 09:50 | 14:55 | 37:31 | 39:17 | 57:55 | 24:22 | 18:02 |
 | Refresher Orb | 7 | 25.93% | 70.7 | 57.14% | +17.14% | -7.14% | -7.14% | 0.00% | 41:52 | 33:57 | 37:32 | 40:01 | 40:31 | 57:55 | 02:59 | 02:12 |
 | Morbid Mask | 21 | 77.78% | 68.3 | 38.10% | -28.57% | -18.10% | -18.10% | 0.00% | 10:15 | 04:36 | 06:53 | 08:18 | 09:23 | 34:38 | 02:30 | 01:51 |
 | Yasha | 8 | 29.63% | 65.9 | 50.00% | +7.89% | 0.00% | -50.00% | -27.78% | 17:58 | 12:41 | 14:24 | 15:39 | 16:12 | 27:55 | 01:48 | 01:20 |
 | Sange | 8 | 29.63% | 63.4 | 50.00% | +7.89% | 0.00% | 0.00% | 0.00% | 23:28 | 15:33 | 17:33 | 25:33 | 27:13 | 28:21 | 09:40 | 07:09 |
 | Sange and Yasha | 5 | 18.52% | 61.0 | 60.00% | +19.09% | +40.00% | -60.00% | -10.27% | 24:04 | 17:56 | 17:56 | 27:35 | 27:40 | 28:21 | 09:44 | 07:12 |
 | Mask of Madness | 20 | 74.07% | 58.5 | 35.00% | -36.43% | +5.00% | -15.00% | -8.70% | 11:52 | 07:54 | 09:47 | 10:48 | 12:05 | 31:53 | 02:18 | 01:42 |
 | Aghanim's Shard | 9 | 33.33% | 56.1 | 44.44% | 0.00% | +55.56% | -44.44% | -11.90% | 31:34 | 24:23 | 26:59 | 30:21 | 35:23 | 41:10 | 08:24 | 06:13 |
 | Satanic | 6 | 22.22% | 53.7 | 50.00% | +7.14% | +50.00% | -50.00% | -26.79% | 37:40 | 29:26 | 35:32 | 36:58 | 39:16 | 47:39 | 03:44 | 02:45 |
 | Linken's Sphere | 3 | 11.11% | 51.2 | 66.67% | +25.00% | -66.67% | 0.00% | 0.00% | 30:30 | 26:02 | 26:02 | 27:19 | 38:10 | 38:10 | 12:08 | 08:59 |
 | Manta Style | 1 | 3.70% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 17:46 | 00:00 | 00:00 |
 | Crystalys | 1 | 3.70% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Shadow Blade | 1 | 3.70% | 43.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 32:47 | 00:00 | 00:00 |
 | Wind Lace | 1 | 3.70% | 41.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 19:01 | 00:00 | 00:00 |
 | Silver Edge | 1 | 3.70% | 39.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 34:12 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 3.70% | 36.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 06:34 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 3.70% | 34.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 09:14 | 00:00 | 00:00 |
 | Helm of Iron Will | 2 | 7.41% | 31.7 | 50.00% | +6.00% | +50.00% | 0.00% | 0.00% | 47:56 | 47:35 | 47:35 | 48:17 | 48:17 | 48:17 | 00:42 | 00:31 |
 | Nullifier | 2 | 7.41% | 29.3 | 50.00% | +6.00% | +50.00% | 0.00% | 0.00% | 48:35 | 48:28 | 48:28 | 48:41 | 48:41 | 48:41 | 00:13 | 00:09 |
 | Heaven's Halberd | 3 | 11.11% | 26.8 | 33.33% | -12.50% | -33.33% | 0.00% | 0.00% | 25:15 | 18:19 | 18:19 | 28:33 | 28:52 | 28:52 | 10:33 | 07:48 |
 | Lotus Orb | 1 | 3.70% | 24.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 15:41 | 00:00 | 00:00 |
 | Moon Shard | 1 | 3.70% | 22.0 | 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 |
 | Blink Dagger | 1 | 3.70% | 19.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Monkey King Bar | 2 | 7.41% | 17.1 | 0.00% | -48.00% | 0.00% | 0.00% | 0.00% | 27:31 | 26:36 | 26:36 | 28:26 | 28:26 | 28:26 | 01:50 | 01:21 |
 | Hood of Defiance | 1 | 3.70% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 11:30 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 3.70% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 41:57 | 00:00 | 00:00 |
 | Buckler | 1 | 3.70% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Wraith Band | 2 | 7.41% | 7.3 | 0.00% | -48.00% | 0.00% | 0.00% | 0.00% | 02:35 | 02:16 | 02:16 | 02:53 | 02:53 | 02:53 | 00:37 | 00:27 |
 | Ring of Protection | 1 | 3.70% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Butterfly | 1 | 3.70% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:10 | 1:12:10 | 1:12:10 | 1:12:10 | 1:12:10 | 1:12:10 | 00:00 | 00:00 |