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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 Wand | 23 | 92.00% | 100.0 | 69.57% | +69.57% | +30.43% | -2.90% | -4.47% | 07:42 | 02:14 | 03:44 | 07:43 | 11:11 | 14:19 | 07:27 | 05:31 |
 | Magic Stick | 24 | 96.00% | 96.6 | 66.67% | +66.67% | 0.00% | -16.67% | -15.39% | 01:14 | -01:29 | -01:29 | 01:07 | 02:34 | 06:24 | 04:03 | 03:00 |
 | Boots of Speed | 25 | 100.00% | 93.1 | 64.00% | +64.00% | -30.67% | +19.33% | 18.29% | 06:04 | 02:40 | 04:18 | 06:18 | 07:02 | 12:39 | 02:44 | 02:01 |
 | Glimmer Cape | 9 | 36.00% | 89.7 | 77.78% | +21.53% | +22.22% | -27.78% | -6.33% | 25:42 | 19:23 | 20:06 | 24:36 | 28:00 | 36:20 | 07:54 | 05:51 |
 | Arcane Boots | 22 | 88.00% | 86.2 | 63.64% | -3.03% | +19.69% | +36.36% | 3.10% | 13:45 | 05:12 | 09:18 | 10:57 | 14:41 | 44:12 | 05:23 | 03:59 |
 | Fluffy Hat | 11 | 44.00% | 82.8 | 72.73% | +15.59% | -6.06% | -6.06% | 0.00% | 18:32 | 08:50 | 14:04 | 15:50 | 18:52 | 38:00 | 04:48 | 03:33 |
 | Force Staff | 6 | 24.00% | 79.3 | 83.33% | +25.44% | +16.67% | +16.67% | 0.00% | 30:23 | 21:57 | 24:26 | 26:29 | 37:57 | 38:00 | 13:31 | 10:00 |
 | Drum of Endurance | 3 | 12.00% | 75.9 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 23:41 | 21:01 | 21:01 | 22:28 | 27:34 | 27:34 | 06:33 | 04:51 |
 | Pavise | 3 | 12.00% | 72.4 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 15:14 | 12:40 | 12:40 | 16:01 | 17:01 | 17:01 | 04:21 | 03:13 |
 | Ghost Scepter | 3 | 12.00% | 69.0 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 30:13 | 24:56 | 24:56 | 32:37 | 33:07 | 33:07 | 08:11 | 06:03 |
 | Void Stone | 13 | 52.00% | 65.5 | 61.54% | -5.13% | +38.46% | +5.13% | -2.76% | 20:15 | 10:00 | 12:22 | 19:01 | 24:26 | 40:44 | 12:04 | 08:56 |
 | Headdress | 5 | 20.00% | 62.1 | 80.00% | +20.00% | +20.00% | +20.00% | 0.00% | 22:55 | 13:50 | 13:50 | 16:42 | 20:49 | 48:27 | 06:59 | 05:10 |
 | Ring of Protection | 5 | 20.00% | 58.6 | 80.00% | +20.00% | +20.00% | +20.00% | 0.00% | 14:09 | 10:04 | 10:04 | 14:56 | 15:04 | 16:38 | 05:00 | 03:42 |
 | Wind Lace | 12 | 48.00% | 55.2 | 58.33% | -10.90% | -25.00% | +8.34% | 4.27% | 12:57 | 03:09 | 07:21 | 11:01 | 15:10 | 27:38 | 07:49 | 05:47 |
 | Mekansm | 4 | 16.00% | 51.7 | 75.00% | +13.10% | +25.00% | +25.00% | 0.00% | 25:19 | 14:18 | 14:18 | 15:45 | 22:47 | 48:27 | 08:29 | 06:17 |
 | Chainmail | 4 | 16.00% | 48.3 | 75.00% | +13.10% | +25.00% | +25.00% | 0.00% | 23:24 | 10:49 | 10:49 | 11:44 | 22:34 | 48:27 | 11:45 | 08:42 |
 | Buckler | 2 | 8.00% | 44.8 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 32:34 | 16:38 | 16:38 | 48:29 | 48:29 | 48:29 | 31:51 | 23:35 |
 | Aeon Disk | 2 | 8.00% | 41.4 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 27:39 | 23:53 | 23:53 | 31:25 | 31:25 | 31:25 | 07:32 | 05:34 |
 | Blink Dagger | 7 | 28.00% | 37.9 | 57.14% | -9.53% | -57.14% | +42.86% | 9.88% | 26:08 | 19:42 | 20:05 | 23:10 | 30:12 | 35:50 | 10:07 | 07:29 |
 | Aether Lens | 10 | 40.00% | 34.5 | 50.00% | -23.33% | +50.00% | +50.00% | 0.00% | 23:03 | 10:25 | 16:09 | 22:05 | 27:59 | 41:09 | 11:50 | 08:45 |
 | Bottle | 5 | 20.00% | 31.0 | 60.00% | -5.00% | -60.00% | -60.00% | 0.00% | 11:27 | 01:09 | 01:09 | 01:38 | 20:11 | 32:56 | 19:02 | 14:05 |
 | Boots of Bearing | 1 | 4.00% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 44:56 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 4.00% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 4.00% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 50:21 | 00:00 | 00:00 |
 | Aghanim's Scepter | 2 | 8.00% | 17.2 | 50.00% | -15.22% | +50.00% | 0.00% | 0.00% | 15:43 | 15:17 | 15:17 | 16:08 | 16:08 | 16:08 | 00:51 | 00:37 |
 | Tranquil Boots | 3 | 12.00% | 13.8 | 33.33% | -34.85% | +66.67% | 0.00% | 0.00% | 27:54 | 20:30 | 20:30 | 30:07 | 33:05 | 33:05 | 12:35 | 09:19 |
 | Aghanim's Shard | 3 | 12.00% | 10.3 | 33.33% | -34.85% | +66.67% | 0.00% | 0.00% | 25:42 | 18:03 | 18:03 | 18:39 | 40:24 | 40:24 | 22:21 | 16:33 |
 | Octarine Core | 1 | 4.00% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 32:12 | 00:00 | 00:00 |
 | Quelling Blade | 1 | 4.00% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 35:31 | 00:00 | 00:00 |