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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 | |
Ring of Protection | 6 | 54.55% | 100.0 | 83.33% | +63.33% | +16.67% | -83.33% | -13.99% | 21:59 | 09:16 | 19:40 | 21:34 | 26:49 | 31:07 | 07:09 | 05:17 | |
Buckler | 5 | 45.45% | 96.8 | 80.00% | +46.67% | +20.00% | -80.00% | -13.99% | 24:31 | 19:40 | 19:40 | 23:25 | 26:49 | 31:07 | 07:09 | 05:17 | |
Assault Cuirass | 5 | 45.45% | 93.5 | 80.00% | +46.67% | +20.00% | -80.00% | -27.27% | 26:45 | 23:52 | 23:52 | 26:06 | 27:32 | 32:00 | 03:40 | 02:42 | |
Magic Wand | 9 | 81.82% | 90.3 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 08:09 | 03:10 | 03:20 | 08:21 | 11:14 | 15:06 | 07:54 | 05:51 | |
Magic Stick | 10 | 90.91% | 87.1 | 60.00% | +60.00% | +6.67% | -10.00% | -2.05% | 06:37 | 02:11 | 02:50 | 03:37 | 10:58 | 14:42 | 08:08 | 06:01 | |
Quelling Blade | 11 | 100.00% | 83.9 | 54.55% | +54.55% | -21.22% | +45.45% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:26 | 00:00 | 00:00 | |
Boots of Speed | 11 | 100.00% | 80.6 | 54.55% | +54.55% | +12.12% | +12.12% | 0.00% | 06:01 | 04:33 | 05:07 | 05:42 | 06:09 | 09:09 | 01:02 | 00:45 | |
Phase Boots | 11 | 100.00% | 77.4 | 54.55% | +54.55% | -21.22% | -21.22% | 0.00% | 08:11 | 07:09 | 07:13 | 07:31 | 08:14 | 10:51 | 01:01 | 00:45 | |
Chainmail | 11 | 100.00% | 74.2 | 54.55% | +54.55% | -54.55% | -21.22% | 33.33% | 07:40 | 06:33 | 06:50 | 07:06 | 07:37 | 10:22 | 00:47 | 00:34 | |
Sange | 2 | 18.18% | 71.0 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 31:05 | 28:58 | 28:58 | 33:12 | 33:12 | 33:12 | 04:14 | 03:08 | |
Wind Lace | 2 | 18.18% | 67.7 | 100.00% | +55.56% | 0.00% | 0.00% | 0.00% | 10:37 | 07:11 | 07:11 | 14:02 | 14:02 | 14:02 | 06:51 | 05:04 | |
Black King Bar | 10 | 90.91% | 64.5 | 50.00% | -50.00% | +16.67% | -50.00% | -11.66% | 17:34 | 13:09 | 14:10 | 16:23 | 19:53 | 23:54 | 05:43 | 04:14 | |
Bracer | 9 | 81.82% | 61.3 | 44.44% | -55.56% | +5.56% | +5.56% | 0.00% | 03:11 | 01:16 | 01:31 | 03:41 | 04:13 | 05:43 | 02:42 | 02:00 | |
Orchid Malevolence | 6 | 54.55% | 58.1 | 50.00% | -10.00% | 0.00% | -50.00% | -22.39% | 19:50 | 13:18 | 18:26 | 19:59 | 20:40 | 26:21 | 02:14 | 01:39 | |
Void Stone | 7 | 63.64% | 54.8 | 42.86% | -32.14% | +7.14% | -42.86% | -19.74% | 20:31 | 13:00 | 18:08 | 20:02 | 20:40 | 26:01 | 02:32 | 01:52 | |
Bottle | 7 | 63.64% | 51.6 | 42.86% | -32.14% | +7.14% | -42.86% | -50.00% | 05:22 | 01:10 | 01:24 | 01:43 | 01:59 | 26:12 | 00:35 | 00:25 | |
Heaven's Halberd | 1 | 9.09% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 34:08 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 9.09% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 | |
Soul Ring | 1 | 9.09% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 09:51 | 00:00 | 00:00 | |
Armlet of Mordiggian | 2 | 18.18% | 38.7 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 09:42 | 07:44 | 07:44 | 11:39 | 11:39 | 11:39 | 03:55 | 02:54 | |
Helm of Iron Will | 2 | 18.18% | 35.5 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 02:53 | 02:31 | 02:31 | 03:15 | 03:15 | 03:15 | 00:44 | 00:32 | |
Aghanim's Scepter | 3 | 27.27% | 32.3 | 33.33% | -29.17% | -33.33% | 0.00% | 10.15% | 31:44 | 30:19 | 30:19 | 31:18 | 33:36 | 33:36 | 03:17 | 02:25 | |
Silver Edge | 1 | 9.09% | 29.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 | |
Blink Dagger | 1 | 9.09% | 25.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 42:27 | 00:00 | 00:00 | |
Shadow Blade | 1 | 9.09% | 22.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 13:59 | 00:00 | 00:00 | |
Crystalys | 1 | 9.09% | 19.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 | |
Skull Basher | 1 | 9.09% | 16.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 28:08 | 00:00 | 00:00 | |
Refresher Orb | 1 | 9.09% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 39:17 | 00:00 | 00:00 | |
Scythe of Vyse | 1 | 9.09% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 | |
Ring of Health | 1 | 9.09% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 9.09% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 30:14 | 00:00 | 00:00 |