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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 | |
Shadow Blade | 5 | 20.00% | 100.0 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 29:10 | 25:24 | 25:24 | 29:57 | 30:00 | 30:56 | 04:36 | 03:24 | |
Aghanim's Scepter | 5 | 20.00% | 97.4 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 29:17 | 21:28 | 21:28 | 24:33 | 38:51 | 39:25 | 17:23 | 12:52 | |
Wind Lace | 16 | 64.00% | 94.7 | 75.00% | +30.56% | 0.00% | 0.00% | 0.00% | 11:45 | 00:20 | 03:40 | 11:56 | 14:29 | 26:38 | 10:49 | 08:00 | |
Ring of Basilius | 4 | 16.00% | 92.1 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 08:57 | 01:06 | 01:06 | 05:19 | 10:00 | 19:21 | 08:54 | 06:35 | |
Aghanim's Shard | 7 | 28.00% | 89.5 | 85.71% | +30.15% | +14.29% | +14.29% | 0.00% | 24:44 | 21:46 | 23:28 | 24:05 | 24:30 | 31:20 | 01:02 | 00:45 | |
Boots of Speed | 25 | 100.00% | 86.8 | 64.00% | +64.00% | +2.67% | -14.00% | -7.52% | 07:15 | 04:01 | 06:04 | 06:42 | 08:17 | 14:12 | 02:13 | 01:38 | |
Blink Dagger | 11 | 44.00% | 84.2 | 72.73% | +15.59% | +27.27% | -6.06% | -5.56% | 23:27 | 17:07 | 18:12 | 21:17 | 24:12 | 37:40 | 06:00 | 04:26 | |
Magic Stick | 22 | 88.00% | 81.6 | 59.09% | -40.91% | +24.24% | -19.09% | -17.45% | 03:08 | -01:29 | -01:29 | 02:17 | 03:58 | 13:26 | 05:27 | 04:02 | |
Witch Blade | 3 | 12.00% | 78.9 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 13:37 | 11:32 | 11:32 | 11:41 | 17:39 | 17:39 | 06:07 | 04:31 | |
Bottle | 3 | 12.00% | 76.3 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 01:09 | 01:01 | 01:01 | 01:12 | 01:13 | 01:13 | 00:12 | 00:08 | |
Chainmail | 3 | 12.00% | 73.7 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 12:34 | 10:16 | 10:16 | 10:27 | 16:59 | 16:59 | 06:43 | 04:58 | |
Magic Wand | 19 | 76.00% | 71.1 | 57.89% | -25.44% | +22.11% | +2.11% | -4.46% | 11:15 | 02:26 | 09:09 | 11:45 | 13:38 | 19:23 | 04:29 | 03:19 | |
Void Stone | 9 | 36.00% | 68.4 | 66.67% | +4.17% | -16.67% | +33.33% | 6.70% | 21:44 | 17:18 | 17:51 | 19:42 | 25:19 | 28:06 | 07:28 | 05:31 | |
Null Talisman | 5 | 20.00% | 65.8 | 80.00% | +20.00% | +20.00% | +20.00% | 0.00% | 06:42 | 03:42 | 03:42 | 06:45 | 08:37 | 10:11 | 04:55 | 03:38 | |
Arcane Boots | 11 | 44.00% | 63.2 | 54.55% | -16.88% | +45.45% | +12.12% | -27.39% | 14:49 | 12:06 | 12:58 | 13:38 | 14:11 | 25:30 | 01:13 | 00:54 | |
Power Treads | 6 | 24.00% | 60.5 | 66.67% | +3.51% | +33.33% | -66.67% | -45.11% | 15:19 | 11:06 | 12:07 | 13:18 | 14:20 | 27:20 | 02:13 | 01:38 | |
Black King Bar | 2 | 8.00% | 57.9 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 42:00 | 39:38 | 39:38 | 44:21 | 44:21 | 44:21 | 04:43 | 03:29 | |
Force Staff | 2 | 8.00% | 55.3 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 20:49 | 19:39 | 19:39 | 21:58 | 21:58 | 21:58 | 02:19 | 01:42 | |
Orchid Malevolence | 2 | 8.00% | 52.6 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 29:56 | 27:30 | 27:30 | 32:22 | 32:22 | 32:22 | 04:52 | 03:36 | |
Wraith Band | 2 | 8.00% | 50.0 | 100.00% | +39.13% | 0.00% | 0.00% | 0.00% | 11:26 | 09:49 | 09:49 | 13:03 | 13:03 | 13:03 | 03:14 | 02:23 | |
Aether Lens | 7 | 28.00% | 47.4 | 57.14% | -9.53% | -7.14% | -7.14% | 0.00% | 23:36 | 18:21 | 19:09 | 23:31 | 25:28 | 29:45 | 06:19 | 04:40 | |
Headdress | 8 | 32.00% | 44.7 | 50.00% | -20.59% | +50.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Tranquil Boots | 6 | 24.00% | 42.1 | 50.00% | -18.42% | 0.00% | -50.00% | -5.59% | 15:35 | 08:34 | 11:20 | 11:51 | 20:17 | 26:47 | 08:57 | 06:37 | |
Glimmer Cape | 3 | 12.00% | 39.5 | 66.67% | +3.03% | -66.67% | 0.00% | 0.00% | 26:40 | 24:50 | 24:50 | 25:54 | 29:16 | 29:16 | 04:26 | 03:17 | |
Aeon Disk | 3 | 12.00% | 36.8 | 66.67% | +3.03% | +33.33% | 0.00% | 0.00% | 32:40 | 30:09 | 30:09 | 31:01 | 36:50 | 36:50 | 06:41 | 04:57 | |
Fluffy Hat | 4 | 16.00% | 34.2 | 50.00% | -16.67% | +50.00% | -50.00% | -22.64% | 20:24 | 15:13 | 15:13 | 19:18 | 19:38 | 27:28 | 04:25 | 03:16 | |
Ring of Protection | 1 | 4.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 | |
Mage Slayer | 1 | 4.00% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 32:08 | 00:00 | 00:00 | |
Morbid Mask | 1 | 4.00% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 22:59 | 00:00 | 00:00 | |
Wraith Pact | 1 | 4.00% | 23.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 26:26 | 00:00 | 00:00 | |
Bloodthorn | 1 | 4.00% | 21.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 32:22 | 00:00 | 00:00 | |
Pipe of Insight | 1 | 4.00% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 | |
Vladmir's Offering | 1 | 4.00% | 15.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 23:29 | 00:00 | 00:00 | |
Buckler | 1 | 4.00% | 13.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 19:20 | 00:00 | 00:00 | |
Ring of Health | 2 | 8.00% | 10.5 | 50.00% | -15.22% | +50.00% | 0.00% | 0.00% | 30:57 | 19:27 | 19:27 | 42:27 | 42:27 | 42:27 | 23:00 | 17:02 | |
Hood of Defiance | 2 | 8.00% | 7.9 | 50.00% | -15.22% | +50.00% | 0.00% | 0.00% | 31:18 | 19:27 | 19:27 | 43:09 | 43:09 | 43:09 | 23:42 | 17:33 | |
Holy Locket | 1 | 4.00% | 5.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 19:19 | 00:00 | 00:00 | |
Ghost Scepter | 3 | 12.00% | 2.6 | 0.00% | -72.73% | 0.00% | 0.00% | 0.00% | 24:57 | 16:56 | 16:56 | 22:21 | 35:35 | 35:35 | 18:39 | 13:48 |