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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 | |
Lotus Orb | 3 | 27.27% | 100.0 | 66.67% | +54.17% | -66.67% | 0.00% | 5.58% | 37:51 | 33:11 | 33:11 | 35:14 | 45:08 | 45:08 | 11:57 | 08:51 | |
Ring of Health | 3 | 27.27% | 96.6 | 66.67% | +54.17% | -66.67% | 0.00% | 3.27% | 33:59 | 24:33 | 24:33 | 32:27 | 44:56 | 44:56 | 20:23 | 15:05 | |
Aghanim's Shard | 7 | 63.64% | 93.1 | 42.86% | +42.86% | +7.14% | -42.86% | -5.26% | 21:16 | 15:00 | 16:01 | 20:43 | 25:31 | 28:43 | 09:30 | 07:02 | |
Arcane Boots | 8 | 72.73% | 89.7 | 37.50% | +37.50% | +12.50% | -37.50% | -10.53% | 17:17 | 09:02 | 09:41 | 11:12 | 14:26 | 44:32 | 04:45 | 03:31 | |
Fluffy Hat | 8 | 72.73% | 86.2 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 17:49 | 11:00 | 11:47 | 13:47 | 24:56 | 26:18 | 13:09 | 09:44 | |
Force Staff | 8 | 72.73% | 82.8 | 37.50% | +37.50% | -37.50% | +62.50% | 17.44% | 23:18 | 17:19 | 19:21 | 20:07 | 25:05 | 33:56 | 05:44 | 04:14 | |
Boots of Speed | 11 | 100.00% | 79.3 | 27.27% | +27.27% | +39.40% | -27.27% | -23.67% | 06:01 | -01:29 | 05:14 | 06:35 | 08:03 | 09:01 | 02:49 | 02:05 | |
Magic Stick | 11 | 100.00% | 75.9 | 27.27% | +27.27% | -27.27% | +39.40% | 66.67% | 02:07 | -01:29 | -01:29 | 01:14 | 01:51 | 13:28 | 03:20 | 02:28 | |
Blink Dagger | 1 | 9.09% | 72.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 37:48 | 00:00 | 00:00 | |
Buckler | 1 | 9.09% | 69.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 28:58 | 00:00 | 00:00 | |
Guardian Greaves | 1 | 9.09% | 65.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 31:03 | 00:00 | 00:00 | |
Void Stone | 5 | 45.45% | 62.1 | 40.00% | +23.33% | +60.00% | +60.00% | 0.00% | 39:35 | 32:27 | 32:27 | 43:15 | 44:33 | 44:56 | 12:06 | 08:57 | |
Magic Wand | 10 | 90.91% | 58.6 | 20.00% | -80.00% | -20.00% | -20.00% | 0.00% | 09:04 | 05:36 | 06:11 | 07:31 | 12:48 | 14:17 | 06:37 | 04:54 | |
Ring of Protection | 2 | 18.18% | 55.2 | 50.00% | +27.78% | -50.00% | 0.00% | 0.00% | 13:45 | -01:29 | -01:29 | 28:58 | 28:58 | 28:58 | 30:27 | 22:33 | |
Ghost Scepter | 2 | 18.18% | 51.7 | 50.00% | +27.78% | -50.00% | 0.00% | 0.00% | 36:24 | 34:57 | 34:57 | 37:51 | 37:51 | 37:51 | 02:54 | 02:08 | |
Glimmer Cape | 2 | 18.18% | 48.3 | 50.00% | +27.78% | -50.00% | 0.00% | 0.00% | 29:12 | 27:48 | 27:48 | 30:36 | 30:36 | 30:36 | 02:48 | 02:04 | |
Headdress | 3 | 27.27% | 44.8 | 33.33% | +8.33% | -33.33% | 0.00% | 2.16% | 18:55 | 13:33 | 13:33 | 14:14 | 28:57 | 28:57 | 15:24 | 11:24 | |
Chainmail | 3 | 27.27% | 41.4 | 33.33% | +8.33% | -33.33% | 0.00% | 9.13% | 17:56 | 16:17 | 16:17 | 17:35 | 19:56 | 19:56 | 03:39 | 02:42 | |
Mekansm | 3 | 27.27% | 37.9 | 33.33% | +8.33% | -33.33% | 0.00% | 2.72% | 22:46 | 17:08 | 17:08 | 21:48 | 29:22 | 29:22 | 12:14 | 09:03 | |
Aghanim's Scepter | 2 | 18.18% | 34.5 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 29:03 | 27:22 | 27:22 | 30:44 | 30:44 | 30:44 | 03:22 | 02:29 | |
Drum of Endurance | 1 | 9.09% | 31.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:54 | 13:54 | 13:54 | 13:54 | 13:54 | 13:54 | 00:00 | 00:00 | |
Tranquil Boots | 2 | 18.18% | 27.6 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 24:17 | 17:49 | 17:49 | 30:45 | 30:45 | 30:45 | 12:56 | 09:34 | |
Ring of Basilius | 1 | 9.09% | 24.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:54 | 04:54 | 04:54 | 04:54 | 04:54 | 04:54 | 00:00 | 00:00 | |
Aether Lens | 2 | 18.18% | 20.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 44:34 | 43:30 | 43:30 | 45:38 | 45:38 | 45:38 | 02:08 | 01:34 | |
Wind Lace | 2 | 18.18% | 17.2 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 07:08 | 02:08 | 02:08 | 12:08 | 12:08 | 12:08 | 10:00 | 07:24 | |
Aeon Disk | 1 | 9.09% | 13.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 40:45 | 00:00 | 00:00 | |
Bracer | 1 | 9.09% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 12:45 | 00:00 | 00:00 | |
Quelling Blade | 1 | 9.09% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 13:53 | 00:00 | 00:00 | |
Boots of Bearing | 1 | 9.09% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 30:45 | 00:00 | 00:00 |