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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 | |
 | Force Staff | 19 | 76.00% | 100.0 | 42.11% | +42.11% | +37.89% | +17.89% | -3.28% | 23:30 | 17:20 | 20:03 | 23:20 | 26:09 | 30:47 | 06:06 | 04:31 |
 | Arcane Boots | 14 | 56.00% | 96.8 | 42.86% | +24.68% | +7.14% | +23.81% | 2.67% | 15:00 | 06:51 | 10:57 | 13:39 | 17:12 | 32:21 | 06:15 | 04:37 |
 | Magic Stick | 22 | 88.00% | 93.5 | 36.36% | +36.36% | -3.03% | +3.64% | 1.09% | 03:10 | -01:30 | -01:29 | 00:30 | 07:35 | 15:52 | 09:04 | 06:42 |
 | Fluffy Hat | 22 | 88.00% | 90.3 | 36.36% | +36.36% | -3.03% | -16.36% | -2.33% | 14:47 | 09:50 | 11:34 | 13:51 | 17:18 | 21:39 | 05:44 | 04:14 |
 | Magic Wand | 23 | 92.00% | 87.1 | 34.78% | +34.78% | -1.45% | -1.45% | 0.00% | 10:22 | -01:29 | 07:19 | 10:38 | 12:08 | 27:01 | 04:49 | 03:34 |
 | Boots of Speed | 25 | 100.00% | 83.9 | 32.00% | +32.00% | +18.00% | -15.33% | -10.58% | 06:34 | -01:29 | 05:17 | 07:26 | 08:26 | 09:56 | 03:09 | 02:20 |
 | Quelling Blade | 3 | 12.00% | 80.6 | 66.67% | +39.40% | +33.33% | 0.00% | 0.00% | 24:24 | 10:42 | 10:42 | 26:14 | 36:16 | 36:16 | 25:34 | 18:56 |
 | Ring of Protection | 3 | 12.00% | 77.4 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 23:20 | 13:55 | 13:55 | 27:56 | 28:08 | 28:08 | 14:13 | 10:31 |
 | Aghanim's Scepter | 3 | 12.00% | 74.2 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 40:01 | 36:17 | 36:17 | 39:53 | 43:54 | 43:54 | 07:37 | 05:38 |
 | Mekansm | 3 | 12.00% | 71.0 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 20:50 | 13:08 | 13:08 | 23:58 | 25:25 | 25:25 | 12:17 | 09:05 |
 | Buckler | 3 | 12.00% | 67.7 | 66.67% | +39.40% | -66.67% | 0.00% | 0.00% | 23:20 | 13:56 | 13:56 | 27:56 | 28:08 | 28:08 | 14:12 | 10:31 |
 | Headdress | 4 | 16.00% | 64.5 | 50.00% | +21.43% | -50.00% | +50.00% | 8.72% | 18:27 | 09:48 | 09:48 | 18:59 | 21:16 | 23:45 | 11:28 | 08:29 |
 | Chainmail | 4 | 16.00% | 61.3 | 50.00% | +21.43% | -50.00% | +50.00% | 9.42% | 18:42 | 10:43 | 10:43 | 18:59 | 21:20 | 23:45 | 10:37 | 07:51 |
 | Ring of Basilius | 4 | 16.00% | 58.1 | 50.00% | +21.43% | -50.00% | +50.00% | 17.91% | 16:14 | 09:18 | 09:18 | 12:48 | 14:53 | 27:57 | 05:35 | 04:08 |
 | Wind Lace | 16 | 64.00% | 54.8 | 25.00% | -19.44% | -25.00% | 0.00% | 2.10% | 15:33 | -01:12 | 05:23 | 12:30 | 17:17 | 42:52 | 11:54 | 08:48 |
 | Boots of Bearing | 1 | 4.00% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 4.00% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 27:59 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 4.00% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Aghanim's Shard | 5 | 20.00% | 41.9 | 40.00% | +10.00% | -40.00% | +60.00% | 4.68% | 40:43 | 26:44 | 26:44 | 42:09 | 48:06 | 48:25 | 21:22 | 15:49 |
 | Tranquil Boots | 9 | 36.00% | 38.7 | 22.22% | -15.28% | -22.22% | -22.22% | 0.00% | 23:16 | 10:35 | 12:35 | 15:13 | 33:22 | 45:23 | 20:47 | 15:23 |
 | Drum of Endurance | 2 | 8.00% | 35.5 | 50.00% | +19.57% | -50.00% | 0.00% | 0.00% | 31:54 | 30:24 | 30:24 | 33:23 | 33:23 | 33:23 | 02:59 | 02:12 |
 | Guardian Greaves | 2 | 8.00% | 32.3 | 50.00% | +19.57% | -50.00% | 0.00% | 0.00% | 22:26 | 16:01 | 16:01 | 28:51 | 28:51 | 28:51 | 12:50 | 09:30 |
 | Void Stone | 3 | 12.00% | 29.0 | 33.33% | +1.51% | -33.33% | 0.00% | 0.00% | 32:07 | 24:13 | 24:13 | 35:17 | 36:51 | 36:51 | 12:38 | 09:21 |
 | Veil of Discord | 3 | 12.00% | 25.8 | 33.33% | +1.51% | -33.33% | 0.00% | 0.00% | 17:58 | 14:23 | 14:23 | 16:23 | 23:08 | 23:08 | 08:45 | 06:28 |
 | Aether Lens | 3 | 12.00% | 22.6 | 33.33% | +1.51% | -33.33% | 0.00% | 0.00% | 32:36 | 24:14 | 24:14 | 35:17 | 38:18 | 38:18 | 14:04 | 10:25 |
 | Crown | 3 | 12.00% | 19.4 | 33.33% | +1.51% | -33.33% | 0.00% | 0.00% | 14:27 | 10:55 | 10:55 | 14:23 | 18:02 | 18:02 | 07:07 | 05:16 |
 | Glimmer Cape | 4 | 16.00% | 16.1 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 28:08 | 26:04 | 26:04 | 26:35 | 28:33 | 31:20 | 02:29 | 01:50 |
 | Aeon Disk | 4 | 16.00% | 12.9 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 53:20 | 41:04 | 41:04 | 52:21 | 52:43 | 1:07:13 | 11:39 | 08:37 |
 | Boots of Travel | 2 | 8.00% | 9.7 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 50:55 | 47:22 | 47:22 | 54:28 | 54:28 | 54:28 | 07:06 | 05:15 |
 | Ghost Scepter | 1 | 4.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:56 | 53:56 | 53:56 | 53:56 | 53:56 | 53:56 | 00:00 | 00:00 |
 | Blink Dagger | 2 | 8.00% | 3.2 | 0.00% | -34.78% | 0.00% | 0.00% | 0.00% | 34:54 | 27:12 | 27:12 | 42:36 | 42:36 | 42:36 | 15:24 | 11:24 |