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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 | |
 | Black King Bar | 70 | 79.55% | 100.0 | 65.71% | +37.93% | +23.18% | -6.89% | -8.55% | 25:07 | 15:49 | 23:13 | 25:03 | 26:44 | 42:09 | 03:31 | 02:36 |
 | Heaven's Halberd | 15 | 17.05% | 97.7 | 80.00% | +26.58% | -30.00% | +20.00% | 10.07% | 33:10 | 29:26 | 30:15 | 32:44 | 35:13 | 37:52 | 04:58 | 03:40 |
 | Soul Ring | 79 | 89.77% | 95.3 | 62.03% | +39.81% | -17.03% | +2.97% | 6.45% | 06:08 | 03:15 | 04:09 | 05:14 | 07:15 | 18:31 | 03:06 | 02:17 |
 | Ring of Protection | 80 | 90.91% | 93.0 | 61.25% | +36.25% | +8.75% | -1.25% | -3.45% | 04:10 | -01:29 | 02:53 | 03:55 | 05:47 | 18:07 | 02:54 | 02:08 |
 | Aghanim's Scepter | 29 | 32.95% | 90.7 | 68.97% | +16.43% | +2.46% | -11.83% | -3.12% | 33:58 | 23:49 | 31:27 | 33:19 | 36:02 | 44:02 | 04:35 | 03:23 |
 | Power Treads | 84 | 95.45% | 88.4 | 58.33% | +8.33% | +3.57% | -1.19% | -2.75% | 08:36 | 05:38 | 06:57 | 07:52 | 08:41 | 44:04 | 01:44 | 01:17 |
 | Blink Dagger | 88 | 100.00% | 86.0 | 57.95% | +57.95% | +1.14% | -21.59% | -14.06% | 12:49 | 10:41 | 11:43 | 12:35 | 13:20 | 19:32 | 01:37 | 01:11 |
 | Boots of Speed | 88 | 100.00% | 83.7 | 57.95% | +57.95% | -3.40% | +5.69% | 3.54% | 04:57 | -01:29 | 03:41 | 05:04 | 06:15 | 07:57 | 02:34 | 01:54 |
 | Orchid Malevolence | 5 | 5.68% | 81.4 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 35:52 | 30:10 | 30:10 | 36:21 | 40:02 | 40:36 | 09:52 | 07:18 |
 | Void Stone | 5 | 5.68% | 79.1 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 35:46 | 30:10 | 30:10 | 36:19 | 40:02 | 40:35 | 09:52 | 07:18 |
 | Magic Stick | 74 | 84.09% | 76.7 | 58.11% | +0.97% | +10.31% | -8.11% | -3.84% | 03:00 | -01:30 | 00:33 | 02:09 | 05:21 | 18:56 | 04:48 | 03:33 |
 | Aghanim's Shard | 84 | 95.45% | 74.4 | 57.14% | -17.86% | +9.53% | -9.52% | -7.23% | 17:41 | 15:00 | 15:34 | 16:36 | 18:12 | 29:12 | 02:38 | 01:57 |
 | Quelling Blade | 73 | 82.95% | 72.1 | 57.53% | -2.47% | +9.14% | -1.97% | 0.00% | -01:10 | -01:30 | -01:29 | -01:29 | -01:29 | 15:52 | 00:00 | 00:00 |
 | Bracer | 81 | 92.05% | 69.8 | 56.79% | -14.64% | +13.21% | -1.79% | -15.00% | 02:14 | -01:29 | 01:47 | 02:10 | 02:36 | 11:04 | 00:49 | 00:36 |
 | Sange | 22 | 25.00% | 67.4 | 68.18% | +13.63% | -34.85% | +11.82% | 10.85% | 31:54 | 26:30 | 30:00 | 31:47 | 34:18 | 41:16 | 04:18 | 03:11 |
 | Magic Wand | 66 | 75.00% | 65.1 | 56.06% | -7.58% | +14.53% | -12.31% | -5.83% | 07:25 | 02:00 | 04:31 | 06:53 | 09:07 | 19:17 | 04:36 | 03:24 |
 | Assault Cuirass | 7 | 7.95% | 62.8 | 57.14% | -0.88% | +42.86% | -57.14% | -35.09% | 33:55 | 30:50 | 30:54 | 31:41 | 33:45 | 42:33 | 02:51 | 02:06 |
 | Buckler | 7 | 7.95% | 60.5 | 57.14% | -0.88% | +42.86% | -57.14% | -29.85% | 33:09 | 29:30 | 30:08 | 30:20 | 33:29 | 42:12 | 03:21 | 02:28 |
 | Mage Slayer | 1 | 1.14% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 48:27 | 00:00 | 00:00 |
 | Moon Shard | 1 | 1.14% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 00:00 | 00:00 |
 | Maelstrom | 1 | 1.14% | 53.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Radiance | 1 | 1.14% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 15:56 | 00:00 | 00:00 |
 | Bloodthorn | 1 | 1.14% | 48.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 49:00 | 00:00 | 00:00 |
 | Mjollnir | 1 | 1.14% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 39:18 | 00:00 | 00:00 |
 | Silver Edge | 2 | 2.27% | 44.2 | 50.00% | -8.14% | +50.00% | 0.00% | 0.00% | 42:54 | 31:19 | 31:19 | 54:28 | 54:28 | 54:28 | 23:09 | 17:08 |
 | Hood of Defiance | 2 | 2.27% | 41.9 | 50.00% | -8.14% | +50.00% | 0.00% | 0.00% | 13:42 | 11:37 | 11:37 | 15:46 | 15:46 | 15:46 | 04:09 | 03:04 |
 | Shadow Blade | 2 | 2.27% | 39.5 | 50.00% | -8.14% | +50.00% | 0.00% | 0.00% | 36:28 | 26:12 | 26:12 | 46:43 | 46:43 | 46:43 | 20:31 | 15:11 |
 | Javelin | 2 | 2.27% | 37.2 | 50.00% | -8.14% | +50.00% | 0.00% | 0.00% | 43:54 | 35:37 | 35:37 | 52:11 | 52:11 | 52:11 | 16:34 | 12:16 |
 | Ring of Health | 2 | 2.27% | 34.9 | 50.00% | -8.14% | +50.00% | 0.00% | 0.00% | 12:26 | 09:06 | 09:06 | 15:46 | 15:46 | 15:46 | 06:40 | 04:56 |
 | Overwhelming Blink | 2 | 2.27% | 32.6 | 50.00% | -8.14% | +50.00% | 0.00% | 0.00% | 32:29 | 26:55 | 26:55 | 38:03 | 38:03 | 38:03 | 11:08 | 08:14 |
 | Crystalys | 3 | 3.41% | 30.2 | 33.33% | -25.49% | +66.67% | 0.00% | -2.89% | 40:28 | 31:07 | 31:07 | 36:04 | 54:13 | 54:13 | 23:06 | 17:06 |
 | Wind Lace | 4 | 4.55% | 27.9 | 0.00% | -60.71% | 0.00% | 0.00% | 0.00% | 14:37 | 05:11 | 05:11 | 06:34 | 18:47 | 27:54 | 13:36 | 10:04 |
 | Fluffy Hat | 2 | 2.27% | 25.6 | 0.00% | -59.30% | 0.00% | 0.00% | 0.00% | 29:30 | 21:48 | 21:48 | 37:12 | 37:12 | 37:12 | 15:24 | 11:24 |
 | Monkey King Bar | 1 | 1.14% | 23.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:08 | 53:08 | 53:08 | 53:08 | 53:08 | 53:08 | 00:00 | 00:00 |
 | Tranquil Boots | 1 | 1.14% | 20.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |
 | Drum of Endurance | 1 | 1.14% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 18:47 | 00:00 | 00:00 |
 | Satanic | 1 | 1.14% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:00 | 57:00 | 57:00 | 57:00 | 57:00 | 57:00 | 00:00 | 00:00 |
 | Daedalus | 1 | 1.14% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 39:30 | 00:00 | 00:00 |
 | Force Staff | 1 | 1.14% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 21:48 | 00:00 | 00:00 |
 | Headdress | 1 | 1.14% | 9.3 | 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 |
 | Pipe of Insight | 1 | 1.14% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.14% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:39 | 56:39 | 56:39 | 56:39 | 56:39 | 56:39 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 1.14% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 22:04 | 00:00 | 00:00 |