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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 | |||||||||||||||
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Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Aghanim's Scepter | 2 | 25.00% | 100.0 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 29:11 | 28:48 | 28:48 | 29:33 | 29:33 | 29:33 | 00:45 | 00:33 | |
Abyssal Blade | 4 | 50.00% | 97.1 | 75.00% | +75.00% | +25.00% | -75.00% | -5.93% | 38:47 | 28:46 | 28:46 | 35:07 | 45:37 | 45:38 | 16:51 | 12:28 | |
Skull Basher | 5 | 62.50% | 94.3 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 34:47 | 26:44 | 26:44 | 33:28 | 39:06 | 43:04 | 12:22 | 09:09 | |
Quelling Blade | 6 | 75.00% | 91.4 | 50.00% | +50.00% | 0.00% | -50.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 | |
Magic Wand | 6 | 75.00% | 88.6 | 50.00% | +50.00% | -50.00% | +50.00% | 14.93% | 10:01 | 03:50 | 07:13 | 07:40 | 13:55 | 17:02 | 06:42 | 04:57 | |
Ring of Health | 6 | 75.00% | 85.7 | 50.00% | +50.00% | +50.00% | -50.00% | -66.67% | 10:25 | 02:32 | 02:57 | 03:20 | 04:27 | 45:24 | 01:30 | 01:06 | |
Vanguard | 6 | 75.00% | 82.9 | 50.00% | +50.00% | 0.00% | -50.00% | -22.56% | 13:17 | 05:00 | 05:48 | 07:39 | 08:01 | 45:25 | 02:13 | 01:38 | |
Magic Stick | 7 | 87.50% | 80.0 | 42.86% | +42.86% | -42.86% | +7.14% | 0.00% | -00:18 | -01:29 | -01:29 | -01:29 | -01:29 | 06:47 | 00:00 | 00:00 | |
Boots of Speed | 8 | 100.00% | 77.1 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 08:21 | 03:04 | 05:58 | 08:53 | 09:51 | 11:32 | 03:53 | 02:52 | |
Power Treads | 8 | 100.00% | 74.3 | 37.50% | +37.50% | -37.50% | -37.50% | 0.00% | 11:06 | 05:47 | 09:12 | 11:33 | 12:29 | 13:52 | 03:17 | 02:25 | |
Wraith Band | 4 | 50.00% | 71.4 | 50.00% | +25.00% | -50.00% | +50.00% | 21.05% | 06:07 | 02:55 | 02:55 | 06:01 | 07:40 | 07:52 | 04:45 | 03:31 | |
Yasha | 5 | 62.50% | 68.6 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 19:45 | 16:32 | 16:32 | 20:00 | 20:29 | 24:27 | 03:57 | 02:55 | |
Cornucopia | 5 | 62.50% | 65.7 | 40.00% | +6.67% | -40.00% | +60.00% | 14.78% | 15:50 | 07:54 | 07:54 | 11:02 | 14:40 | 37:06 | 06:46 | 05:00 | |
Manta Style | 5 | 62.50% | 62.9 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 23:17 | 20:16 | 20:16 | 22:55 | 23:01 | 27:53 | 02:45 | 02:02 | |
Bloodthorn | 1 | 12.50% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 | |
Diffusal Blade | 1 | 12.50% | 57.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 13:16 | 00:00 | 00:00 | |
Echo Sabre | 1 | 12.50% | 54.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 16:50 | 00:00 | 00:00 | |
Mage Slayer | 1 | 12.50% | 51.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 | |
Butterfly | 1 | 12.50% | 48.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 32:46 | 00:00 | 00:00 | |
Orchid Malevolence | 1 | 12.50% | 45.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 | |
Eye of Skadi | 2 | 25.00% | 42.9 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 33:14 | 31:06 | 31:06 | 35:22 | 35:22 | 35:22 | 04:16 | 03:09 | |
Sange | 3 | 37.50% | 40.0 | 33.33% | -6.67% | +66.67% | 0.00% | -13.03% | 22:30 | 19:06 | 19:06 | 24:10 | 24:13 | 24:13 | 05:07 | 03:47 | |
Heaven's Halberd | 3 | 37.50% | 37.1 | 33.33% | -6.67% | +66.67% | 0.00% | -11.33% | 25:34 | 22:42 | 22:42 | 25:25 | 28:35 | 28:35 | 05:53 | 04:21 | |
Battle Fury | 4 | 50.00% | 34.3 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 17:21 | 13:44 | 13:44 | 16:42 | 18:20 | 20:38 | 04:36 | 03:24 | |
Black King Bar | 4 | 50.00% | 31.4 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 35:59 | 26:47 | 26:47 | 36:41 | 38:05 | 42:22 | 11:18 | 08:22 | |
Javelin | 1 | 12.50% | 28.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 | |
Monkey King Bar | 1 | 12.50% | 25.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 40:00 | 00:00 | 00:00 | |
Orb of Venom | 2 | 25.00% | 22.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 07:10 | 06:14 | 06:14 | 08:05 | 08:05 | 08:05 | 01:51 | 01:22 | |
Assault Cuirass | 1 | 12.50% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 37:46 | 00:00 | 00:00 | |
Crimson Guard | 2 | 25.00% | 17.1 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 18:45 | 18:01 | 18:01 | 19:29 | 19:29 | 19:29 | 01:28 | 01:05 | |
Wind Lace | 1 | 12.50% | 14.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 00:00 | 00:00 | |
Buckler | 1 | 12.50% | 11.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 | |
Ring of Protection | 1 | 12.50% | 8.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 | |
Aghanim's Shard | 1 | 12.50% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:41 | 30:41 | 30:41 | 30:41 | 30:41 | 30:41 | 00:00 | 00:00 | |
Helm of Iron Will | 2 | 25.00% | 2.9 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:34 | 15:34 | 16:16 | 16:16 | 16:16 | 00:42 | 00:31 |