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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Shard | 3 | 30.00% | 100.0 | 100.00% | +85.71% | 0.00% | 0.00% | 0.00% | 30:49 | 23:20 | 23:20 | 32:55 | 36:12 | 36:12 | 12:52 | 09:31 | |
Crown | 3 | 30.00% | 96.8 | 100.00% | +85.71% | 0.00% | 0.00% | 0.00% | 20:43 | 19:26 | 19:26 | 20:58 | 21:44 | 21:44 | 02:18 | 01:42 | |
Ring of Basilius | 2 | 20.00% | 93.5 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 14:55 | 08:06 | 08:06 | 21:44 | 21:44 | 21:44 | 13:38 | 10:05 | |
Veil of Discord | 2 | 20.00% | 90.3 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:44 | 21:44 | 22:05 | 22:05 | 22:05 | 00:21 | 00:15 | |
Fluffy Hat | 5 | 50.00% | 87.1 | 60.00% | +40.00% | -60.00% | +40.00% | 9.22% | 10:24 | 02:02 | 02:02 | 11:43 | 12:53 | 16:31 | 10:51 | 08:02 | |
Wind Lace | 5 | 50.00% | 83.9 | 60.00% | +40.00% | +40.00% | +40.00% | 0.00% | 16:56 | 13:11 | 13:11 | 17:51 | 19:27 | 19:32 | 06:16 | 04:38 | |
Magic Wand | 9 | 90.00% | 80.6 | 44.44% | +44.44% | -44.44% | -44.44% | 0.00% | 09:27 | 04:10 | 05:24 | 09:47 | 11:16 | 16:01 | 05:52 | 04:20 | |
Boots of Speed | 10 | 100.00% | 77.4 | 40.00% | +40.00% | -40.00% | +10.00% | 7.81% | 08:25 | 02:28 | 05:21 | 07:26 | 11:45 | 14:25 | 06:24 | 04:44 | |
Magic Stick | 10 | 100.00% | 74.2 | 40.00% | +40.00% | -6.67% | +60.00% | 9.69% | 03:19 | -01:30 | 00:12 | 01:41 | 07:05 | 10:38 | 06:53 | 05:05 | |
Force Staff | 3 | 30.00% | 71.0 | 66.67% | +38.10% | -66.67% | 0.00% | 12.82% | 29:50 | 28:03 | 28:03 | 28:13 | 33:15 | 33:15 | 05:12 | 03:51 | |
Drum of Endurance | 3 | 30.00% | 67.7 | 66.67% | +38.10% | +33.33% | 0.00% | -5.04% | 22:59 | 20:46 | 20:46 | 20:49 | 27:23 | 27:23 | 06:37 | 04:54 | |
Tranquil Boots | 3 | 30.00% | 64.5 | 66.67% | +38.10% | -66.67% | 0.00% | 3.34% | 23:20 | 15:16 | 15:16 | 19:32 | 35:12 | 35:12 | 19:56 | 14:45 | |
Medallion of Courage | 1 | 10.00% | 61.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 | |
Blight Stone | 1 | 10.00% | 58.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 | |
Solar Crest | 1 | 10.00% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 19:53 | 00:00 | 00:00 | |
Ethereal Blade | 1 | 10.00% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 34:24 | 00:00 | 00:00 | |
Arcane Boots | 1 | 10.00% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 00:00 | 00:00 | |
Blink Dagger | 1 | 10.00% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 39:38 | 00:00 | 00:00 | |
Ghost Scepter | 1 | 10.00% | 41.9 | 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 | |
Chainmail | 1 | 10.00% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 14:19 | 00:00 | 00:00 | |
Quelling Blade | 5 | 50.00% | 35.5 | 20.00% | -40.00% | -20.00% | +80.00% | 0.00% | 02:04 | -01:29 | -01:29 | -01:29 | -01:29 | 16:14 | 00:00 | 00:00 | |
Maelstrom | 1 | 10.00% | 32.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:56 | 12:56 | 12:56 | 12:56 | 12:56 | 12:56 | 00:00 | 00:00 | |
Crystalys | 2 | 20.00% | 29.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:33 | 09:38 | 09:38 | 21:28 | 21:28 | 21:28 | 11:50 | 08:45 | |
Monkey King Bar | 1 | 10.00% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 28:35 | 00:00 | 00:00 | |
Aghanim's Scepter | 3 | 30.00% | 22.6 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 15:44 | 14:45 | 14:45 | 15:53 | 16:34 | 16:34 | 01:49 | 01:20 | |
Orchid Malevolence | 1 | 10.00% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 | |
Wraith Band | 1 | 10.00% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 02:26 | 00:00 | 00:00 | |
Power Treads | 4 | 40.00% | 12.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 05:54 | 04:47 | 04:47 | 05:14 | 06:00 | 07:35 | 01:13 | 00:54 | |
Morbid Mask | 2 | 20.00% | 9.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 30:19 | 29:32 | 29:32 | 31:05 | 31:05 | 31:05 | 01:33 | 01:08 | |
Javelin | 2 | 20.00% | 6.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:14 | 09:03 | 09:03 | 27:24 | 27:24 | 27:24 | 18:21 | 13:35 | |
Black King Bar | 4 | 40.00% | 3.2 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 23:31 | 19:06 | 19:06 | 21:48 | 24:13 | 28:55 | 05:07 | 03:47 |