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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 | |
Chainmail | 5 | 62.50% | 100.0 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 26:09 | 09:47 | 09:47 | 18:13 | 30:01 | 60:19 | 20:14 | 14:59 | |
Pavise | 3 | 37.50% | 97.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 17:52 | 15:56 | 15:56 | 16:33 | 21:08 | 21:08 | 05:12 | 03:51 | |
Headdress | 3 | 37.50% | 95.6 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 26:22 | 22:58 | 22:58 | 26:23 | 29:46 | 29:46 | 06:48 | 05:02 | |
Crown | 3 | 37.50% | 93.3 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 16:33 | 12:25 | 12:25 | 16:53 | 20:20 | 20:20 | 07:55 | 05:51 | |
Blight Stone | 3 | 37.50% | 91.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 13:00 | 10:09 | 10:09 | 10:38 | 18:13 | 18:13 | 08:04 | 05:58 | |
Solar Crest | 3 | 37.50% | 88.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 18:46 | 15:59 | 15:59 | 18:10 | 22:08 | 22:08 | 06:09 | 04:33 | |
Medallion of Courage | 3 | 37.50% | 86.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 14:05 | 11:08 | 11:08 | 12:53 | 18:13 | 18:13 | 07:05 | 05:14 | |
Drum of Endurance | 3 | 37.50% | 84.4 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 33:58 | 24:11 | 24:11 | 34:17 | 43:25 | 43:25 | 19:14 | 14:14 | |
Wraith Band | 3 | 37.50% | 82.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 31:10 | 25:43 | 25:43 | 28:24 | 39:24 | 39:24 | 13:41 | 10:08 | |
Wind Lace | 6 | 75.00% | 80.0 | 83.33% | +33.33% | +16.67% | +16.67% | 0.00% | 14:14 | -01:29 | 00:23 | 11:23 | 15:59 | 43:25 | 15:36 | 11:33 | |
Boots of Speed | 8 | 100.00% | 77.8 | 75.00% | +75.00% | +25.00% | -25.00% | -26.32% | 04:52 | -01:29 | 03:54 | 04:34 | 05:48 | 09:22 | 01:54 | 01:24 | |
Arcane Boots | 5 | 62.50% | 75.6 | 80.00% | +13.33% | +20.00% | +20.00% | 0.00% | 14:23 | 09:32 | 09:32 | 13:13 | 14:38 | 23:44 | 05:06 | 03:46 | |
Boots of Bearing | 2 | 25.00% | 73.3 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 38:31 | 37:38 | 37:38 | 39:23 | 39:23 | 39:23 | 01:45 | 01:17 | |
Tranquil Boots | 2 | 25.00% | 71.1 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 33:21 | 29:03 | 29:03 | 37:38 | 37:38 | 37:38 | 08:35 | 06:21 | |
Blade Mail | 2 | 25.00% | 68.9 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 53:35 | 46:50 | 46:50 | 60:19 | 60:19 | 60:19 | 13:29 | 09:59 | |
Quelling Blade | 2 | 25.00% | 66.7 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 00:45 | -01:29 | -01:29 | 02:59 | 02:59 | 02:59 | 04:28 | 03:18 | |
Blink Dagger | 4 | 50.00% | 64.4 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 47:10 | 30:14 | 30:14 | 33:19 | 48:52 | 1:16:14 | 18:38 | 13:48 | |
Ring of Protection | 4 | 50.00% | 62.2 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 06:53 | -01:29 | -01:29 | -01:29 | 10:58 | 19:30 | 12:27 | 09:13 | |
Void Stone | 4 | 50.00% | 60.0 | 75.00% | 0.00% | +25.00% | -75.00% | -20.34% | 22:50 | 15:56 | 15:56 | 16:21 | 20:51 | 38:13 | 04:55 | 03:38 | |
Magic Stick | 4 | 50.00% | 57.8 | 75.00% | 0.00% | -75.00% | +25.00% | 100.00% | 02:33 | -01:29 | -01:29 | 00:37 | 02:06 | 08:58 | 03:35 | 02:39 | |
Magic Wand | 4 | 50.00% | 55.6 | 75.00% | 0.00% | +25.00% | -75.00% | -13.39% | 08:17 | 01:30 | 01:30 | 07:49 | 08:58 | 14:49 | 07:28 | 05:31 | |
Fluffy Hat | 5 | 62.50% | 53.3 | 60.00% | -40.00% | +40.00% | -60.00% | -15.00% | 12:45 | 09:03 | 09:03 | 11:18 | 15:43 | 16:43 | 06:40 | 04:56 | |
Guardian Greaves | 1 | 12.50% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 | |
Cornucopia | 1 | 12.50% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:50 | 1:25:50 | 1:25:50 | 1:25:50 | 1:25:50 | 1:25:50 | 00:00 | 00:00 | |
Diadem | 1 | 12.50% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 12.50% | 44.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 | |
Overwhelming Blink | 1 | 12.50% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:16:15 | 1:16:15 | 1:16:15 | 1:16:15 | 1:16:15 | 1:16:15 | 00:00 | 00:00 | |
Holy Locket | 1 | 12.50% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:35 | 27:35 | 27:35 | 27:35 | 27:35 | 27:35 | 00:00 | 00:00 | |
Aeon Disk | 1 | 12.50% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 56:20 | 00:00 | 00:00 | |
Glimmer Cape | 1 | 12.50% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 47:18 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 12.50% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 25:46 | 00:00 | 00:00 | |
Buckler | 1 | 12.50% | 31.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 | |
Boots of Travel | 1 | 12.50% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:04:55 | 1:04:55 | 1:04:55 | 1:04:55 | 1:04:55 | 1:04:55 | 00:00 | 00:00 | |
Heaven's Halberd | 1 | 12.50% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:46 | 49:46 | 49:46 | 49:46 | 49:46 | 49:46 | 00:00 | 00:00 | |
Hand of Midas | 1 | 12.50% | 24.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 36:03 | 00:00 | 00:00 | |
Sange | 1 | 12.50% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:54 | 47:54 | 47:54 | 47:54 | 47:54 | 47:54 | 00:00 | 00:00 | |
Mekansm | 1 | 12.50% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 32:59 | 00:00 | 00:00 | |
Black King Bar | 1 | 12.50% | 17.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 43:17 | 00:00 | 00:00 | |
Heart of Tarrasque | 1 | 12.50% | 15.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:23 | 56:23 | 56:23 | 56:23 | 56:23 | 56:23 | 00:00 | 00:00 | |
Refresher Orb | 1 | 12.50% | 13.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:25:50 | 1:25:50 | 1:25:50 | 1:25:50 | 1:25:50 | 1:25:50 | 00:00 | 00:00 | |
Aghanim's Scepter | 1 | 12.50% | 11.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:03:52 | 1:03:52 | 1:03:52 | 1:03:52 | 1:03:52 | 1:03:52 | 00:00 | 00:00 | |
Ring of Health | 2 | 25.00% | 8.9 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 30:58 | 23:43 | 23:43 | 38:13 | 38:13 | 38:13 | 14:30 | 10:44 | |
Ghost Scepter | 2 | 25.00% | 6.7 | 50.00% | -33.33% | +50.00% | 0.00% | 0.00% | 40:44 | 25:21 | 25:21 | 56:06 | 56:06 | 56:06 | 30:45 | 22:46 | |
Force Staff | 3 | 37.50% | 4.4 | 33.33% | -66.67% | -33.33% | 0.00% | 1.26% | 30:19 | 18:53 | 18:53 | 26:46 | 45:18 | 45:18 | 26:25 | 19:34 | |
Lotus Orb | 1 | 12.50% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |