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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 | |
 | Arcane Boots | 10 | 16.95% | 100.0 | 90.00% | +47.14% | +10.00% | +10.00% | 0.00% | 14:32 | 09:23 | 11:13 | 12:15 | 17:08 | 23:30 | 05:55 | 04:22 |
 | Wraith Band | 6 | 10.17% | 97.1 | 100.00% | +54.72% | 0.00% | 0.00% | 0.00% | 20:12 | 13:24 | 13:46 | 15:25 | 25:20 | 30:15 | 11:34 | 08:34 |
 | Headdress | 4 | 6.78% | 94.3 | 100.00% | +52.73% | 0.00% | 0.00% | 0.00% | 20:40 | 11:07 | 11:07 | 13:07 | 26:03 | 32:22 | 14:56 | 11:03 |
 | Force Staff | 44 | 74.58% | 91.4 | 54.55% | +14.55% | +9.09% | -18.19% | -5.23% | 24:38 | 17:35 | 21:40 | 22:58 | 26:53 | 46:19 | 05:13 | 03:51 |
 | Boots of Speed | 59 | 100.00% | 88.6 | 50.85% | +50.85% | +2.48% | -4.18% | -2.55% | 07:41 | 01:40 | 06:11 | 07:36 | 08:48 | 15:59 | 02:37 | 01:56 |
 | Magic Stick | 58 | 98.31% | 85.7 | 50.00% | -50.00% | +10.00% | -14.29% | -4.76% | 04:16 | -01:29 | 01:23 | 03:28 | 06:29 | 17:18 | 05:06 | 03:46 |
 | Fluffy Hat | 56 | 94.92% | 82.9 | 50.00% | -16.67% | -21.43% | +7.14% | 6.26% | 13:48 | 03:33 | 11:26 | 13:26 | 16:00 | 23:42 | 04:34 | 03:22 |
 | Magic Wand | 55 | 93.22% | 80.0 | 49.09% | -25.91% | +0.91% | -34.80% | -10.06% | 11:22 | 02:31 | 09:38 | 11:37 | 13:11 | 19:31 | 03:33 | 02:37 |
 | Boots of Bearing | 3 | 5.08% | 77.1 | 100.00% | +51.79% | 0.00% | 0.00% | 0.00% | 38:03 | 35:40 | 35:40 | 37:07 | 41:21 | 41:21 | 05:41 | 04:12 |
 | Wind Lace | 49 | 83.05% | 74.3 | 44.90% | -35.10% | -11.57% | +5.10% | 3.24% | 09:32 | 02:08 | 06:21 | 09:06 | 11:30 | 19:30 | 05:09 | 03:48 |
 | Aghanim's Shard | 9 | 15.25% | 71.4 | 66.67% | +18.67% | -16.67% | +33.33% | 3.08% | 31:50 | 20:43 | 21:15 | 32:07 | 37:29 | 51:04 | 16:14 | 12:01 |
 | Tranquil Boots | 42 | 71.19% | 68.6 | 42.86% | -27.73% | +2.59% | -22.86% | -8.04% | 11:47 | 07:40 | 09:55 | 11:12 | 13:05 | 16:57 | 03:10 | 02:20 |
 | Drum of Endurance | 10 | 16.95% | 65.7 | 60.00% | +11.02% | +40.00% | -10.00% | -7.56% | 28:22 | 14:49 | 25:10 | 27:23 | 31:47 | 48:21 | 06:37 | 04:54 |
 | Ring of Protection | 2 | 3.39% | 62.9 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 30:37 | 24:05 | 24:05 | 37:08 | 37:08 | 37:08 | 13:03 | 09:40 |
 | Buckler | 2 | 3.39% | 60.0 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 30:37 | 24:06 | 24:06 | 37:08 | 37:08 | 37:08 | 13:02 | 09:39 |
 | Hood of Defiance | 2 | 3.39% | 57.1 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 27:34 | 24:41 | 24:41 | 30:27 | 30:27 | 30:27 | 05:46 | 04:16 |
 | Chainmail | 2 | 3.39% | 54.3 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 15:57 | 15:15 | 15:15 | 16:38 | 16:38 | 16:38 | 01:23 | 01:01 |
 | Ring of Health | 2 | 3.39% | 51.4 | 100.00% | +50.88% | 0.00% | 0.00% | 0.00% | 27:34 | 24:41 | 24:41 | 30:27 | 30:27 | 30:27 | 05:46 | 04:16 |
 | Glimmer Cape | 15 | 25.42% | 48.6 | 40.00% | -14.55% | +35.00% | -40.00% | -7.26% | 29:38 | 19:54 | 23:38 | 28:41 | 33:58 | 39:37 | 10:20 | 07:39 |
 | Blink Dagger | 5 | 8.47% | 45.7 | 60.00% | +10.00% | +40.00% | +40.00% | 0.00% | 36:47 | 26:47 | 26:47 | 36:31 | 43:52 | 44:21 | 17:05 | 12:39 |
 | Ghost Scepter | 6 | 10.17% | 42.9 | 50.00% | -0.94% | 0.00% | -50.00% | -8.55% | 32:46 | 26:41 | 29:13 | 33:26 | 35:04 | 37:11 | 05:51 | 04:20 |
 | Black King Bar | 3 | 5.08% | 40.0 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 35:10 | 30:13 | 30:13 | 34:08 | 41:09 | 41:09 | 10:56 | 08:05 |
 | Ring of Basilius | 1 | 1.69% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 1.69% | 34.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Mekansm | 1 | 1.69% | 31.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:57 | 18:57 | 18:57 | 18:57 | 18:57 | 18:57 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 1.69% | 28.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Aether Lens | 1 | 1.69% | 25.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Void Stone | 1 | 1.69% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 36:28 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 1.69% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Holy Locket | 1 | 1.69% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 26:05 | 00:00 | 00:00 |
 | Witch Blade | 1 | 1.69% | 14.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 1.69% | 11.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Pipe of Insight | 1 | 1.69% | 8.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 28:22 | 00:00 | 00:00 |
 | Quelling Blade | 4 | 6.78% | 5.7 | 25.00% | -27.73% | -25.00% | -25.00% | 0.00% | 17:15 | -01:29 | -01:29 | 09:42 | 15:47 | 45:01 | 17:16 | 12:47 |
 | Bracer | 1 | 1.69% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 38:12 | 00:00 | 00:00 |