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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.
Total | Winrate shifts | Timings | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Std.Dev | |
Aghanim's Shard | 122 | 16.71% | 67.2 | 52.46% | +7.87% | +5.60% | -9.13% | -1.11% | 30:23 | 15:06 | 23:51 | 28:23 | 37:07 | 51:49 | 09:49 |
Columns
Total | Winrate shifts | Timings | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Hero | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
Viper | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 22:19 | 00:00 | 00:00 | |
Faceless Void | 2 | 66.67% | 97.8 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 27:07 | 18:29 | 18:29 | 35:44 | 35:44 | 35:44 | 17:15 | 12:46 | |
Axe | 3 | 42.86% | 95.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 30:39 | 20:34 | 20:34 | 28:09 | 43:15 | 43:15 | 22:41 | 16:48 | |
Bloodseeker | 7 | 46.67% | 93.5 | 85.71% | +48.21% | +14.29% | +14.29% | 0.00% | 27:15 | 21:21 | 23:15 | 28:01 | 28:06 | 32:44 | 04:51 | 03:35 | |
Templar Assassin | 4 | 80.00% | 91.3 | 75.00% | +75.00% | +25.00% | -75.00% | -9.79% | 28:29 | 18:10 | 18:10 | 21:09 | 28:23 | 46:13 | 10:13 | 07:34 | |
Slark | 3 | 100.00% | 89.1 | 66.67% | +66.67% | +33.33% | 0.00% | -28.98% | 24:17 | 23:44 | 23:44 | 24:13 | 24:53 | 24:53 | 01:09 | 00:51 | |
Chaos Knight | 2 | 28.57% | 87.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 33:49 | 32:44 | 32:44 | 34:53 | 34:53 | 34:53 | 02:09 | 01:35 | |
Queen of Pain | 5 | 35.71% | 84.8 | 80.00% | +35.56% | -80.00% | +20.00% | 4.21% | 41:31 | 25:13 | 25:13 | 48:28 | 48:59 | 51:49 | 23:46 | 17:36 | |
Shadow Demon | 1 | 33.33% | 82.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 | |
Alchemist | 4 | 33.33% | 80.4 | 75.00% | +12.50% | +25.00% | -75.00% | -6.92% | 32:42 | 24:14 | 24:14 | 29:02 | 38:41 | 38:50 | 14:27 | 10:42 | |
Pangolier | 8 | 36.36% | 78.3 | 62.50% | -1.79% | -12.50% | -12.50% | 0.00% | 22:56 | 15:47 | 17:06 | 22:56 | 23:51 | 35:08 | 06:45 | 05:00 | |
Beastmaster | 4 | 15.38% | 76.1 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 29:04 | 27:42 | 27:42 | 28:12 | 29:00 | 31:21 | 01:18 | 00:57 | |
Lifestealer | 4 | 66.67% | 73.9 | 50.00% | +50.00% | +50.00% | -50.00% | -6.54% | 34:20 | 22:42 | 22:42 | 36:01 | 37:59 | 40:38 | 15:17 | 11:19 | |
Naga Siren | 1 | 20.00% | 71.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 28:23 | 00:00 | 00:00 | |
Morphling | 3 | 30.00% | 69.6 | 66.67% | +9.53% | -66.67% | 0.00% | 0.00% | 33:42 | 24:29 | 24:29 | 35:01 | 41:36 | 41:36 | 17:07 | 12:40 | |
Techies | 10 | 21.28% | 67.4 | 50.00% | -1.35% | +50.00% | 0.00% | -10.95% | 25:40 | 19:24 | 21:50 | 22:45 | 26:24 | 41:25 | 04:34 | 03:22 | |
Tidehunter | 4 | 40.00% | 65.2 | 50.00% | -16.67% | -50.00% | +50.00% | 0.00% | 27:10 | 24:48 | 24:48 | 25:16 | 27:18 | 31:19 | 02:30 | 01:51 | |
Pugna | 3 | 15.00% | 63.0 | 66.67% | -15.68% | -66.67% | 0.00% | 6.57% | 27:07 | 21:10 | 21:10 | 28:52 | 31:19 | 31:19 | 10:09 | 07:31 | |
Tiny | 1 | 11.11% | 60.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 42:15 | 00:00 | 00:00 | |
Monkey King | 1 | 9.09% | 58.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 49:07 | 00:00 | 00:00 | |
Timbersaw | 1 | 8.33% | 56.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 49:48 | 00:00 | 00:00 | |
Enigma | 2 | 40.00% | 54.3 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 26:40 | 15:06 | 15:06 | 38:13 | 38:13 | 38:13 | 23:07 | 17:07 | |
Sven | 2 | 40.00% | 52.2 | 50.00% | +16.67% | +50.00% | 0.00% | 0.00% | 41:10 | 30:33 | 30:33 | 51:46 | 51:46 | 51:46 | 21:13 | 15:42 | |
Dark Seer | 2 | 33.33% | 50.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 31:09 | 25:07 | 25:07 | 37:11 | 37:11 | 37:11 | 12:04 | 08:56 | |
Storm Spirit | 1 | 5.56% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 38:40 | 00:00 | 00:00 | |
Doom | 5 | 26.32% | 45.7 | 40.00% | -10.00% | -40.00% | -40.00% | 0.00% | 28:36 | 22:51 | 22:51 | 26:07 | 29:07 | 38:54 | 06:16 | 04:38 | |
Underlord | 2 | 20.00% | 43.5 | 50.00% | +12.50% | -50.00% | 0.00% | 0.00% | 21:46 | 17:47 | 17:47 | 25:45 | 25:45 | 25:45 | 07:58 | 05:54 | |
Ember Spirit | 10 | 71.43% | 41.3 | 20.00% | +20.00% | +13.33% | -20.00% | -3.93% | 31:37 | 23:47 | 27:27 | 30:13 | 35:56 | 40:58 | 08:29 | 06:17 | |
Medusa | 2 | 16.67% | 39.1 | 50.00% | 0.00% | +50.00% | 0.00% | -12.45% | 39:55 | 37:54 | 37:54 | 41:55 | 41:55 | 41:55 | 04:01 | 02:58 | |
Juggernaut | 2 | 13.33% | 37.0 | 50.00% | -19.23% | +50.00% | 0.00% | 0.00% | 50:32 | 49:26 | 49:26 | 51:38 | 51:38 | 51:38 | 02:12 | 01:37 | |
Rubick | 3 | 13.64% | 34.8 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 36:44 | 29:27 | 29:27 | 32:57 | 47:47 | 47:47 | 18:20 | 13:34 | |
Phantom Lancer | 2 | 50.00% | 32.6 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 36:33 | 35:03 | 35:03 | 38:03 | 38:03 | 38:03 | 03:00 | 02:13 | |
Earth Spirit | 1 | 33.33% | 30.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 30:23 | 00:00 | 00:00 | |
Phoenix | 1 | 33.33% | 28.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 17:12 | 00:00 | 00:00 | |
Luna | 1 | 33.33% | 26.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 | |
Oracle | 1 | 11.11% | 23.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 24:46 | 00:00 | 00:00 | |
Dark Willow | 1 | 33.33% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 | |
Visage | 1 | 33.33% | 19.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 23:59 | 00:00 | 00:00 | |
Ancient Apparition | 1 | 100.00% | 17.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 00:00 | 00:00 | |
Chen | 1 | 100.00% | 15.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 | |
Venomancer | 1 | 25.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 24:40 | 00:00 | 00:00 | |
Lich | 2 | 7.14% | 10.9 | 0.00% | -69.23% | 0.00% | 0.00% | 0.00% | 30:27 | 30:12 | 30:12 | 30:41 | 30:41 | 30:41 | 00:29 | 00:21 | |
Undying | 2 | 12.50% | 8.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 31:45 | 26:22 | 26:22 | 37:07 | 37:07 | 37:07 | 10:45 | 07:57 | |
Treant Protector | 1 | 100.00% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 18:55 | 00:00 | 00:00 | |
Brewmaster | 2 | 100.00% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:40 | 19:12 | 19:12 | 22:08 | 22:08 | 22:08 | 02:56 | 02:10 | |
Terrorblade | 1 | 5.26% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:38 | 49:38 | 49:38 | 49:38 | 49:38 | 49:38 | 00:00 | 00:00 |