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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 | |
Arcane Boots | 8 | 50.00% | 100.0 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 15:24 | 12:20 | 12:28 | 14:45 | 16:02 | 20:26 | 03:34 | 02:38 | |
Fluffy Hat | 5 | 31.25% | 96.8 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 24:51 | 19:47 | 19:47 | 22:22 | 22:38 | 39:18 | 02:51 | 02:06 | |
Aether Lens | 4 | 25.00% | 93.5 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:45 | 25:07 | 25:07 | 27:55 | 29:27 | 40:29 | 04:20 | 03:12 | |
Void Stone | 4 | 25.00% | 90.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:37 | 25:01 | 25:01 | 27:45 | 29:21 | 40:20 | 04:20 | 03:12 | |
Tranquil Boots | 4 | 25.00% | 87.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:44 | 11:45 | 11:45 | 30:13 | 31:24 | 49:35 | 19:39 | 14:33 | |
Magic Wand | 10 | 62.50% | 83.9 | 80.00% | +46.67% | -46.67% | +20.00% | 26.32% | 09:24 | 01:50 | 08:48 | 09:37 | 11:20 | 14:08 | 02:32 | 01:52 | |
Magic Stick | 11 | 68.75% | 80.6 | 72.73% | +32.73% | -39.40% | +27.27% | 19.51% | 07:21 | -01:29 | 05:37 | 07:18 | 09:02 | 14:08 | 03:25 | 02:31 | |
Force Staff | 3 | 18.75% | 77.4 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 29:41 | 22:23 | 22:23 | 27:21 | 39:18 | 39:18 | 16:55 | 12:31 | |
Boots of Speed | 16 | 100.00% | 74.2 | 62.50% | +62.50% | -12.50% | -12.50% | 0.00% | 05:48 | -01:29 | 03:50 | 05:09 | 08:27 | 10:43 | 04:37 | 03:25 | |
Blink Dagger | 9 | 56.25% | 71.0 | 66.67% | +9.53% | -16.67% | +33.33% | 13.70% | 25:05 | 20:36 | 22:50 | 23:30 | 26:29 | 32:08 | 03:39 | 02:42 | |
Wind Lace | 9 | 56.25% | 67.7 | 66.67% | +9.53% | -16.67% | +33.33% | 3.87% | 16:10 | 05:24 | 05:45 | 09:02 | 18:41 | 49:02 | 12:56 | 09:34 | |
Aeon Disk | 2 | 12.50% | 64.5 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 43:51 | 35:11 | 35:11 | 52:31 | 52:31 | 52:31 | 17:20 | 12:50 | |
Headdress | 5 | 31.25% | 61.3 | 60.00% | -3.64% | -60.00% | -60.00% | 0.00% | -00:52 | -01:29 | -01:29 | -01:29 | -01:28 | 01:36 | 00:01 | 00:00 | |
Aghanim's Shard | 4 | 25.00% | 58.1 | 50.00% | -16.67% | +50.00% | -50.00% | -4.17% | 31:33 | 15:40 | 15:40 | 26:27 | 39:38 | 44:25 | 23:58 | 17:45 | |
Pipe of Insight | 1 | 6.25% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 37:52 | 00:00 | 00:00 | |
Silver Edge | 1 | 6.25% | 51.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 46:27 | 00:00 | 00:00 | |
Quelling Blade | 1 | 6.25% | 48.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 15:40 | 00:00 | 00:00 | |
Holy Locket | 1 | 6.25% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 20:35 | 00:00 | 00:00 | |
Ring of Protection | 1 | 6.25% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 6.25% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 19:24 | 00:00 | 00:00 | |
Ring of Health | 1 | 6.25% | 35.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 | |
Buckler | 1 | 6.25% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 25:19 | 00:00 | 00:00 | |
Crystalys | 1 | 6.25% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 46:03 | 00:00 | 00:00 | |
Hood of Defiance | 1 | 6.25% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 | |
Null Talisman | 2 | 12.50% | 22.6 | 50.00% | -14.29% | -50.00% | 0.00% | 0.00% | 06:37 | 04:47 | 04:47 | 08:26 | 08:26 | 08:26 | 03:39 | 02:42 | |
Shadow Blade | 3 | 18.75% | 19.4 | 33.33% | -35.90% | -33.33% | 0.00% | 0.00% | 33:18 | 30:39 | 30:39 | 34:30 | 34:44 | 34:44 | 04:05 | 03:01 | |
Aghanim's Scepter | 3 | 18.75% | 16.1 | 33.33% | -35.90% | -33.33% | 0.00% | 0.00% | 24:50 | 23:01 | 23:01 | 24:49 | 26:39 | 26:39 | 03:38 | 02:41 | |
Chainmail | 4 | 25.00% | 12.9 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 15:43 | 09:05 | 09:05 | 12:19 | 13:53 | 27:33 | 04:48 | 03:33 | |
Bottle | 4 | 25.00% | 9.7 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 02:04 | 01:08 | 01:08 | 01:25 | 01:48 | 03:53 | 00:40 | 00:29 | |
Witch Blade | 4 | 25.00% | 6.5 | 25.00% | -50.00% | -25.00% | -25.00% | 0.00% | 17:13 | 12:25 | 12:25 | 14:16 | 14:36 | 27:33 | 02:11 | 01:37 | |
Black King Bar | 1 | 6.25% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 43:08 | 00:00 | 00:00 |