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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 | 229 | 33.19% | 78.1 | 50.22% | +13.24% | +7.67% | -13.38% | -2.78% | 23:01 | 15:01 | 18:09 | 22:04 | 25:44 | 56:22 | 05:37 |
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 | |
Bloodseeker | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 22:48 | 21:08 | 21:08 | 24:28 | 24:28 | 24:28 | 03:20 | 02:28 | |
Slark | 1 | 100.00% | 98.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 | |
Huskar | 1 | 100.00% | 96.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 30:42 | 00:00 | 00:00 | |
Dazzle | 3 | 100.00% | 94.2 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 21:26 | 20:16 | 20:16 | 20:22 | 23:39 | 23:39 | 03:23 | 02:30 | |
Windranger | 7 | 100.00% | 92.3 | 85.71% | +85.71% | +14.29% | +14.29% | 0.00% | 18:02 | 16:08 | 17:21 | 17:36 | 18:25 | 20:32 | 01:04 | 00:47 | |
Rubick | 3 | 37.50% | 90.4 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 23:07 | 19:11 | 19:11 | 21:58 | 28:11 | 28:11 | 09:00 | 06:40 | |
Warlock | 21 | 84.00% | 88.5 | 66.67% | +66.67% | -6.67% | -6.67% | 0.00% | 20:42 | 15:59 | 18:17 | 19:54 | 23:32 | 26:19 | 05:15 | 03:53 | |
Nature's Prophet | 13 | 92.86% | 86.5 | 61.54% | -38.46% | -28.21% | -61.54% | -25.64% | 16:51 | 15:02 | 15:46 | 16:17 | 17:04 | 22:26 | 01:18 | 00:57 | |
Juggernaut | 10 | 100.00% | 84.6 | 60.00% | +60.00% | +6.67% | -10.00% | -2.45% | 22:55 | 17:42 | 19:39 | 21:48 | 26:27 | 29:36 | 06:48 | 05:02 | |
Visage | 14 | 73.68% | 82.7 | 64.29% | +24.29% | +10.71% | -30.96% | -6.14% | 20:53 | 15:22 | 16:28 | 19:04 | 23:15 | 34:07 | 06:47 | 05:01 | |
Treant Protector | 14 | 70.00% | 80.8 | 64.29% | +14.29% | +10.71% | -30.96% | -5.38% | 24:20 | 15:16 | 21:05 | 23:38 | 28:50 | 34:25 | 07:45 | 05:44 | |
Ember Spirit | 4 | 40.00% | 78.8 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 29:57 | 25:14 | 25:14 | 28:27 | 32:53 | 33:15 | 07:39 | 05:40 | |
Brewmaster | 2 | 16.67% | 76.9 | 100.00% | +80.00% | 0.00% | 0.00% | 0.00% | 53:39 | 50:56 | 50:56 | 56:22 | 56:22 | 56:22 | 05:26 | 04:01 | |
Dark Seer | 2 | 100.00% | 75.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 23:29 | 19:22 | 19:22 | 27:36 | 27:36 | 27:36 | 08:14 | 06:05 | |
Lone Druid | 2 | 100.00% | 73.1 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 20:35 | 19:00 | 19:00 | 22:09 | 22:09 | 22:09 | 03:09 | 02:20 | |
Faceless Void | 8 | 80.00% | 71.2 | 50.00% | -50.00% | 0.00% | +50.00% | 8.20% | 20:39 | 16:17 | 16:37 | 22:03 | 22:43 | 24:30 | 06:06 | 04:31 | |
Zeus | 11 | 100.00% | 69.2 | 45.45% | +45.45% | -45.45% | -12.12% | 14.49% | 16:39 | 15:01 | 15:07 | 15:55 | 17:25 | 19:32 | 02:18 | 01:42 | |
Beastmaster | 6 | 75.00% | 67.3 | 50.00% | -50.00% | 0.00% | -50.00% | 0.00% | 22:56 | 21:30 | 21:30 | 21:39 | 24:51 | 25:44 | 03:21 | 02:28 | |
Medusa | 1 | 25.00% | 65.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 46:19 | 00:00 | 00:00 | |
Ogre Magi | 1 | 25.00% | 63.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 30:29 | 00:00 | 00:00 | |
Snapfire | 3 | 37.50% | 61.5 | 66.67% | +26.67% | -66.67% | 0.00% | 13.70% | 20:22 | 17:26 | 17:26 | 21:23 | 22:18 | 22:18 | 04:52 | 03:36 | |
Dawnbreaker | 14 | 77.78% | 59.6 | 42.86% | -32.14% | +32.14% | -9.53% | -7.00% | 21:34 | 16:51 | 18:18 | 20:42 | 24:15 | 29:24 | 05:57 | 04:24 | |
Mars | 3 | 27.27% | 57.7 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 30:47 | 24:55 | 24:55 | 29:14 | 38:12 | 38:12 | 13:17 | 09:50 | |
Phoenix | 8 | 80.00% | 55.8 | 37.50% | +37.50% | +12.50% | -37.50% | -5.35% | 21:16 | 15:03 | 15:14 | 20:24 | 24:35 | 28:41 | 09:21 | 06:55 | |
Doom | 6 | 85.71% | 53.8 | 33.33% | -66.67% | +66.67% | -33.33% | -21.82% | 24:17 | 21:49 | 21:51 | 22:04 | 26:26 | 28:18 | 04:35 | 03:23 | |
Morphling | 1 | 11.11% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 36:36 | 00:00 | 00:00 | |
Pangolier | 14 | 82.35% | 50.0 | 28.57% | -71.43% | -3.57% | +4.76% | 1.57% | 20:45 | 15:54 | 17:32 | 18:37 | 22:51 | 33:07 | 05:19 | 03:56 | |
Dragon Knight | 3 | 75.00% | 48.1 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 22:37 | 16:33 | 16:33 | 23:31 | 27:47 | 27:47 | 11:14 | 08:19 | |
Chaos Knight | 2 | 28.57% | 46.2 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 24:57 | 23:34 | 23:34 | 26:19 | 26:19 | 26:19 | 02:45 | 02:02 | |
Marci | 1 | 3.85% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 00:00 | 00:00 | |
Shadow Shaman | 2 | 25.00% | 42.3 | 50.00% | +33.33% | +50.00% | 0.00% | 0.00% | 23:08 | 20:57 | 20:57 | 25:18 | 25:18 | 25:18 | 04:21 | 03:13 | |
Tiny | 4 | 10.26% | 40.4 | 50.00% | -15.71% | +50.00% | +50.00% | 0.00% | 20:50 | 15:01 | 15:01 | 15:47 | 25:56 | 26:37 | 10:55 | 08:05 | |
Viper | 3 | 50.00% | 38.5 | 33.33% | -33.34% | -33.33% | 0.00% | 1.24% | 36:18 | 23:01 | 23:01 | 36:02 | 49:51 | 49:51 | 26:50 | 19:52 | |
Death Prophet | 7 | 41.18% | 36.5 | 28.57% | -21.43% | -28.57% | -28.57% | 0.00% | 26:22 | 19:25 | 22:56 | 26:30 | 30:02 | 31:01 | 07:06 | 05:15 | |
Queen of Pain | 4 | 66.67% | 34.6 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 23:09 | 20:03 | 20:03 | 20:28 | 22:42 | 29:22 | 02:39 | 01:57 | |
Alchemist | 3 | 23.08% | 32.7 | 33.33% | -6.67% | -33.33% | 0.00% | 4.27% | 24:56 | 21:03 | 21:03 | 24:55 | 28:51 | 28:51 | 07:48 | 05:46 | |
Winter Wyvern | 3 | 20.00% | 30.8 | 33.33% | -16.67% | -33.33% | 0.00% | 3.81% | 37:32 | 33:43 | 33:43 | 36:24 | 42:28 | 42:28 | 08:45 | 06:28 | |
Void Spirit | 2 | 14.29% | 28.8 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 19:36 | 15:01 | 15:01 | 24:11 | 24:11 | 24:11 | 09:10 | 06:47 | |
Phantom Assassin | 2 | 66.67% | 26.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:07 | 26:21 | 26:21 | 31:53 | 31:53 | 31:53 | 05:32 | 04:05 | |
Necrophos | 1 | 50.00% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 15:21 | 00:00 | 00:00 | |
Lich | 1 | 100.00% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 28:33 | 00:00 | 00:00 | |
Earth Spirit | 1 | 10.00% | 21.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:03 | 53:03 | 53:03 | 53:03 | 53:03 | 53:03 | 00:00 | 00:00 | |
Broodmother | 1 | 100.00% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 22:45 | 00:00 | 00:00 | |
Leshrac | 1 | 100.00% | 17.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 | |
Templar Assassin | 2 | 22.22% | 15.4 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 29:38 | 26:26 | 26:26 | 32:50 | 32:50 | 32:50 | 06:24 | 04:44 | |
Timbersaw | 3 | 50.00% | 13.5 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 25:31 | 22:52 | 22:52 | 26:16 | 27:26 | 27:26 | 04:34 | 03:22 | |
Earthshaker | 2 | 100.00% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:58 | 26:53 | 26:53 | 33:03 | 33:03 | 33:03 | 06:10 | 04:34 | |
Ursa | 1 | 12.50% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 29:21 | 00:00 | 00:00 | |
Sniper | 1 | 100.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 24:28 | 00:00 | 00:00 | |
Sand King | 1 | 100.00% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 22:16 | 00:00 | 00:00 | |
Lycan | 1 | 25.00% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 20:24 | 00:00 | 00:00 | |
Grimstroke | 2 | 66.67% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:04 | 16:57 | 16:57 | 23:10 | 23:10 | 23:10 | 06:13 | 04:36 |