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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 | |
 | Aghanim's Scepter | 3 | 50.00% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 29:54 | 26:24 | 26:24 | 30:49 | 32:30 | 32:30 | 06:06 | 04:31 |
 | Ring of Protection | 6 | 100.00% | 96.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 09:46 | 01:47 | 05:05 | 07:21 | 11:07 | 22:25 | 06:02 | 04:28 |
 | Ring of Basilius | 6 | 100.00% | 92.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 09:34 | 02:37 | 05:06 | 07:14 | 09:51 | 24:22 | 04:45 | 03:31 |
 | Boots of Speed | 6 | 100.00% | 88.0 | 83.33% | +83.33% | -33.33% | +16.67% | 13.27% | 07:17 | 04:26 | 05:30 | 07:14 | 09:16 | 09:47 | 03:46 | 02:47 |
 | Wraith Pact | 6 | 100.00% | 84.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 20:06 | 14:17 | 16:05 | 17:55 | 20:10 | 32:38 | 04:05 | 03:01 |
 | Morbid Mask | 6 | 100.00% | 80.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 14:55 | 11:04 | 12:15 | 12:18 | 13:56 | 26:27 | 01:41 | 01:14 |
 | Vladmir's Offering | 6 | 100.00% | 76.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 15:57 | 12:11 | 12:15 | 13:16 | 15:08 | 28:17 | 02:53 | 02:08 |
 | Buckler | 6 | 100.00% | 72.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 11:52 | 07:21 | 08:52 | 10:38 | 11:07 | 22:25 | 02:15 | 01:40 |
 | Magic Wand | 5 | 83.33% | 68.0 | 80.00% | -20.00% | +20.00% | +20.00% | 0.00% | 01:50 | -01:28 | -01:28 | -01:20 | 02:28 | 10:55 | 03:56 | 02:54 |
 | Aghanim's Shard | 5 | 83.33% | 64.0 | 80.00% | -20.00% | +20.00% | +20.00% | 0.00% | 24:18 | 21:54 | 21:54 | 24:08 | 24:14 | 28:55 | 02:20 | 01:43 |
 | Boots of Bearing | 2 | 33.33% | 60.0 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 28:46 | 24:57 | 24:57 | 32:35 | 32:35 | 32:35 | 07:38 | 05:39 |
 | Drum of Endurance | 4 | 66.67% | 56.0 | 75.00% | -25.00% | -75.00% | +25.00% | 0.00% | 21:22 | 16:40 | 16:40 | 17:58 | 18:52 | 31:59 | 02:12 | 01:37 |
 | Null Talisman | 4 | 66.67% | 52.0 | 75.00% | -25.00% | -75.00% | +25.00% | 0.00% | 02:10 | -01:29 | -01:29 | 01:53 | 01:54 | 06:23 | 03:23 | 02:30 |
 | Tranquil Boots | 4 | 66.67% | 48.0 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 09:38 | 06:06 | 06:06 | 08:10 | 09:07 | 15:09 | 03:01 | 02:14 |
 | Wind Lace | 4 | 66.67% | 44.0 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 07:40 | 04:24 | 04:24 | 06:01 | 08:26 | 11:50 | 04:02 | 02:59 |
 | Magic Stick | 4 | 66.67% | 40.0 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | -00:13 | -01:29 | -01:29 | -01:27 | -01:20 | 03:24 | 00:09 | 00:06 |
 | Pipe of Insight | 1 | 16.67% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 26:54 | 00:00 | 00:00 |
 | Headdress | 1 | 16.67% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 21:12 | 00:00 | 00:00 |
 | Orchid Malevolence | 1 | 16.67% | 28.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Void Stone | 1 | 16.67% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 35:18 | 00:00 | 00:00 |
 | Assault Cuirass | 1 | 16.67% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 39:28 | 00:00 | 00:00 |
 | Hood of Defiance | 1 | 16.67% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 08:42 | 00:00 | 00:00 |
 | Ring of Health | 1 | 16.67% | 12.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:17 | 08:17 | 08:17 | 08:17 | 08:17 | 08:17 | 00:00 | 00:00 |
 | Urn of Shadows | 1 | 16.67% | 8.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:05 | 04:05 | 04:05 | 04:05 | 04:05 | 04:05 | 00:00 | 00:00 |
 | Black King Bar | 2 | 33.33% | 4.0 | 50.00% | -50.00% | +50.00% | 0.00% | 0.00% | 40:38 | 40:23 | 40:23 | 40:53 | 40:53 | 40:53 | 00:30 | 00:22 |