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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 | |
 | Bracer | 7 | 77.78% | 100.0 | 85.71% | +35.71% | +14.29% | +14.29% | 0.00% | 02:45 | 01:25 | 01:27 | 02:13 | 02:44 | 07:06 | 01:17 | 00:57 |
 | Quelling Blade | 9 | 100.00% | 96.6 | 77.78% | +77.78% | -27.78% | +22.22% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | 00:00 | 00:00 |
 | Boots of Speed | 9 | 100.00% | 93.1 | 77.78% | +77.78% | -27.78% | -27.78% | 0.00% | 04:13 | 02:41 | 02:55 | 03:19 | 04:34 | 08:42 | 01:39 | 01:13 |
 | Black King Bar | 9 | 100.00% | 89.7 | 77.78% | +77.78% | +22.22% | -27.78% | -8.72% | 21:38 | 17:57 | 18:29 | 21:30 | 24:13 | 25:16 | 05:44 | 04:14 |
 | Phase Boots | 9 | 100.00% | 86.2 | 77.78% | +77.78% | -27.78% | -27.78% | 0.00% | 07:35 | 06:15 | 06:38 | 07:11 | 07:59 | 10:32 | 01:21 | 01:00 |
 | Chainmail | 9 | 100.00% | 82.8 | 77.78% | +77.78% | -27.78% | +22.22% | 20.83% | 06:30 | 04:26 | 04:53 | 06:31 | 07:17 | 10:14 | 02:24 | 01:46 |
 | Echo Sabre | 3 | 33.33% | 79.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 13:36 | 13:34 | 13:34 | 13:36 | 13:37 | 13:37 | 00:03 | 00:02 |
 | Ring of Health | 3 | 33.33% | 75.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 36:50 | 31:06 | 31:06 | 31:16 | 48:07 | 48:07 | 17:01 | 12:36 |
 | Magic Stick | 6 | 66.67% | 72.4 | 83.33% | +16.66% | -33.33% | +16.67% | 9.58% | 03:01 | -01:29 | -01:29 | 02:06 | 06:42 | 07:29 | 08:11 | 06:03 |
 | Blink Dagger | 8 | 88.89% | 69.0 | 75.00% | -25.00% | +25.00% | -75.00% | -11.13% | 24:23 | 16:41 | 16:54 | 22:39 | 25:53 | 40:08 | 08:59 | 06:39 |
 | Magic Wand | 5 | 55.56% | 65.5 | 80.00% | +5.00% | -80.00% | +20.00% | 16.22% | 05:04 | 02:17 | 02:17 | 02:52 | 08:27 | 09:03 | 06:10 | 04:34 |
 | Skull Basher | 7 | 77.78% | 62.1 | 71.43% | -28.57% | +28.57% | -21.43% | -4.35% | 32:44 | 22:53 | 25:26 | 34:33 | 36:55 | 43:21 | 11:29 | 08:30 |
 | Aghanim's Shard | 7 | 77.78% | 58.6 | 71.43% | -28.57% | +28.57% | -71.43% | -100.00% | 15:33 | 15:01 | 15:03 | 15:25 | 15:36 | 16:39 | 00:33 | 00:24 |
 | Wraith Band | 2 | 22.22% | 55.2 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 01:56 | 01:33 | 01:33 | 02:18 | 02:18 | 02:18 | 00:45 | 00:33 |
 | Vanguard | 2 | 22.22% | 51.7 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 39:39 | 31:11 | 31:11 | 48:07 | 48:07 | 48:07 | 16:56 | 12:32 |
 | Abyssal Blade | 2 | 22.22% | 48.3 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 44:10 | 40:04 | 40:04 | 48:16 | 48:16 | 48:16 | 08:12 | 06:04 |
 | Wind Lace | 2 | 22.22% | 44.8 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 05:45 | 04:19 | 04:19 | 07:10 | 07:10 | 07:10 | 02:51 | 02:06 |
 | Assault Cuirass | 3 | 33.33% | 41.4 | 66.67% | -16.66% | +33.33% | 0.00% | 0.00% | 32:12 | 29:40 | 29:40 | 31:45 | 35:12 | 35:12 | 05:32 | 04:05 |
 | Ring of Protection | 3 | 33.33% | 37.9 | 66.67% | -16.66% | +33.33% | 0.00% | 0.00% | 31:14 | 27:20 | 27:20 | 31:14 | 35:09 | 35:09 | 07:49 | 05:47 |
 | Buckler | 3 | 33.33% | 37.9 | 66.67% | -16.66% | +33.33% | 0.00% | 0.00% | 31:14 | 27:20 | 27:20 | 31:14 | 35:09 | 35:09 | 07:49 | 05:47 |
 | Armlet of Mordiggian | 4 | 44.44% | 31.0 | 50.00% | -50.00% | +50.00% | -50.00% | -21.66% | 11:41 | 07:56 | 07:56 | 11:55 | 12:33 | 14:21 | 04:37 | 03:25 |
 | Helm of Iron Will | 4 | 44.44% | 27.6 | 50.00% | -50.00% | +50.00% | -50.00% | -14.74% | 08:24 | 03:40 | 03:40 | 08:16 | 10:27 | 11:13 | 06:47 | 05:01 |
 | Void Stone | 1 | 11.11% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 31:17 | 00:00 | 00:00 |
 | Refresher Orb | 1 | 11.11% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 32:43 | 00:00 | 00:00 |
 | Boots of Travel | 1 | 11.11% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 45:23 | 00:00 | 00:00 |
 | Sange | 1 | 11.11% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Heaven's Halberd | 1 | 11.11% | 10.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 33:23 | 00:00 | 00:00 |
 | Nullifier | 1 | 11.11% | 6.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |
 | Mage Slayer | 1 | 11.11% | 3.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |