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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 | |
 | Buckler | 6 | 60.00% | 100.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 28:11 | 21:21 | 21:51 | 21:56 | 33:38 | 39:27 | 11:47 | 08:43 |
 | Ring of Protection | 6 | 60.00% | 100.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 28:11 | 21:21 | 21:51 | 21:56 | 33:38 | 39:27 | 11:47 | 08:43 |
 | Headdress | 3 | 30.00% | 94.6 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 15:07 | 12:46 | 12:46 | 14:19 | 18:16 | 18:16 | 05:30 | 04:04 |
 | Assault Cuirass | 3 | 30.00% | 91.9 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 35:15 | 30:31 | 30:31 | 34:46 | 40:29 | 40:29 | 09:58 | 07:22 |
 | Chainmail | 8 | 80.00% | 89.2 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 10:11 | 04:30 | 07:15 | 08:59 | 13:55 | 14:43 | 06:40 | 04:56 |
 | Boots of Speed | 10 | 100.00% | 86.5 | 70.00% | +70.00% | +30.00% | -20.00% | -8.24% | 07:45 | 02:33 | 05:05 | 07:04 | 11:09 | 13:11 | 06:04 | 04:29 |
 | Medallion of Courage | 5 | 50.00% | 83.8 | 80.00% | +20.00% | +20.00% | -80.00% | -29.41% | 09:05 | 05:46 | 05:46 | 09:08 | 09:10 | 12:36 | 03:24 | 02:31 |
 | Blight Stone | 7 | 70.00% | 81.1 | 71.43% | +4.76% | -21.43% | +28.57% | 11.19% | 02:42 | -01:28 | 00:34 | 02:47 | 05:02 | 05:53 | 04:28 | 03:18 |
 | Aghanim's Scepter | 7 | 70.00% | 78.4 | 71.43% | +4.76% | +28.57% | -21.43% | -8.11% | 25:47 | 16:35 | 20:46 | 24:43 | 26:56 | 36:43 | 06:10 | 04:34 |
 | Magic Wand | 8 | 80.00% | 75.7 | 62.50% | -37.50% | +37.50% | -12.50% | -6.24% | 08:11 | 01:51 | 04:04 | 05:56 | 12:05 | 14:32 | 08:01 | 05:56 |
 | Magic Stick | 8 | 80.00% | 73.0 | 62.50% | -37.50% | +37.50% | -62.50% | -100.00% | 00:13 | -01:29 | -01:29 | -01:28 | 00:39 | 04:38 | 02:08 | 01:34 |
 | Crown | 2 | 20.00% | 70.3 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 14:46 | 10:18 | 10:18 | 19:14 | 19:14 | 19:14 | 08:56 | 06:37 |
 | Mekansm | 2 | 20.00% | 67.6 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 16:51 | 15:51 | 15:51 | 17:50 | 17:50 | 17:50 | 01:59 | 01:28 |
 | Solar Crest | 2 | 20.00% | 64.9 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 17:01 | 13:22 | 13:22 | 20:40 | 20:40 | 20:40 | 07:18 | 05:24 |
 | Pipe of Insight | 2 | 20.00% | 62.2 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 26:51 | 22:13 | 22:13 | 31:29 | 31:29 | 31:29 | 09:16 | 06:51 |
 | Hood of Defiance | 2 | 20.00% | 59.5 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 22:29 | 16:55 | 16:55 | 28:03 | 28:03 | 28:03 | 11:08 | 08:14 |
 | Ring of Health | 2 | 20.00% | 56.8 | 100.00% | +37.50% | 0.00% | 0.00% | 0.00% | 22:29 | 16:55 | 16:55 | 28:03 | 28:03 | 28:03 | 11:08 | 08:14 |
 | Aghanim's Shard | 4 | 40.00% | 54.1 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 27:40 | 26:56 | 26:56 | 26:59 | 27:19 | 29:26 | 00:23 | 00:17 |
 | Null Talisman | 7 | 70.00% | 51.4 | 57.14% | -42.86% | -7.14% | -7.14% | 0.00% | 03:13 | 01:30 | 01:57 | 02:37 | 03:53 | 05:19 | 01:56 | 01:25 |
 | Orchid Malevolence | 5 | 50.00% | 48.6 | 60.00% | -20.00% | -60.00% | -60.00% | 0.00% | 12:19 | 11:05 | 11:05 | 12:27 | 12:41 | 13:19 | 01:36 | 01:11 |
 | Wind Lace | 3 | 30.00% | 45.9 | 66.67% | -4.76% | +33.33% | 0.00% | -1.78% | 18:25 | 08:37 | 08:37 | 19:14 | 27:23 | 27:23 | 18:46 | 13:54 |
 | Phase Boots | 4 | 40.00% | 43.2 | 50.00% | -33.33% | -50.00% | +50.00% | 20.98% | 13:44 | 10:11 | 10:11 | 14:32 | 14:57 | 15:15 | 04:46 | 03:31 |
 | Quelling Blade | 1 | 10.00% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 10.00% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 10.00% | 35.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Arcane Boots | 1 | 10.00% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 21:17 | 00:00 | 00:00 |
 | Bottle | 1 | 10.00% | 29.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 01:59 | 00:00 | 00:00 |
 | Nullifier | 1 | 10.00% | 27.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 37:17 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 10.00% | 24.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 |
 | Guardian Greaves | 1 | 10.00% | 21.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 24:21 | 00:00 | 00:00 |
 | Morbid Mask | 1 | 10.00% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 26:48 | 00:00 | 00:00 |
 | Vladmir's Offering | 1 | 10.00% | 16.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 27:15 | 00:00 | 00:00 |
 | Void Stone | 1 | 10.00% | 13.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Fluffy Hat | 1 | 10.00% | 10.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 10:52 | 00:00 | 00:00 |
 | Bloodthorn | 2 | 20.00% | 8.1 | 50.00% | -25.00% | -50.00% | 0.00% | 0.00% | 33:34 | 28:28 | 28:28 | 38:40 | 38:40 | 38:40 | 10:12 | 07:33 |
 | Black King Bar | 2 | 20.00% | 5.4 | 50.00% | -25.00% | +50.00% | 0.00% | 0.00% | 21:59 | 21:12 | 21:12 | 22:46 | 22:46 | 22:46 | 01:34 | 01:09 |
 | Tranquil Boots | 1 | 10.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 27:52 | 00:00 | 00:00 |