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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 Scepter | 227 | 15.66% | 94.2 | 61.67% | +17.75% | +3.24% | +1.49% | -0.12% | 29:53 | 12:42 | 21:25 | 28:41 | 36:24 | 1:03:50 | 11:05 |
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 | |
Zeus | 12 | 80.00% | 100.0 | 83.33% | +83.33% | +16.67% | +16.67% | 0.00% | 30:23 | 19:35 | 23:05 | 25:35 | 36:08 | 47:34 | 13:03 | 09:40 | |
Keeper of the Light | 5 | 26.32% | 97.9 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 31:56 | 18:47 | 18:47 | 27:42 | 44:16 | 47:17 | 25:29 | 18:52 | |
Clockwerk | 10 | 27.03% | 95.8 | 90.00% | +45.56% | +10.00% | +10.00% | 0.00% | 30:15 | 19:52 | 26:50 | 28:23 | 35:15 | 36:46 | 08:25 | 06:14 | |
Broodmother | 8 | 25.81% | 93.8 | 87.50% | +39.67% | -37.50% | +12.50% | 7.09% | 28:23 | 15:40 | 23:18 | 27:24 | 30:21 | 45:34 | 07:03 | 05:13 | |
Huskar | 1 | 50.00% | 91.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:21 | 25:21 | 25:21 | 25:21 | 25:21 | 25:21 | 00:00 | 00:00 | |
Dark Seer | 6 | 42.86% | 89.6 | 83.33% | +58.33% | +16.67% | +16.67% | 0.00% | 40:32 | 27:45 | 31:04 | 36:53 | 48:32 | 50:44 | 17:28 | 12:56 | |
Slark | 17 | 89.47% | 87.5 | 64.71% | +64.71% | -14.71% | -14.71% | 0.00% | 21:20 | 17:31 | 19:13 | 21:40 | 22:18 | 25:59 | 03:05 | 02:17 | |
Pudge | 13 | 100.00% | 85.4 | 61.54% | +61.54% | +38.46% | -28.21% | -33.06% | 17:28 | 12:42 | 16:08 | 17:48 | 18:09 | 20:47 | 02:01 | 01:29 | |
Spectre | 12 | 100.00% | 83.3 | 58.33% | +58.33% | +41.67% | -25.00% | -21.39% | 19:57 | 17:29 | 17:40 | 19:28 | 20:47 | 23:53 | 03:07 | 02:18 | |
Tiny | 11 | 23.40% | 81.3 | 72.73% | +28.29% | +27.27% | -6.06% | -3.96% | 34:05 | 19:43 | 28:08 | 30:47 | 36:33 | 1:01:03 | 08:25 | 06:14 | |
Outworld Destroyer | 7 | 87.50% | 79.2 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 18:42 | 15:59 | 16:08 | 17:04 | 18:26 | 25:48 | 02:18 | 01:42 | |
Elder Titan | 1 | 33.33% | 77.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 51:18 | 00:00 | 00:00 | |
Shadow Fiend | 2 | 16.67% | 75.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 57:13 | 50:35 | 50:35 | 1:03:50 | 1:03:50 | 1:03:50 | 13:15 | 09:48 | |
Void Spirit | 2 | 100.00% | 72.9 | 50.00% | +50.00% | -50.00% | 0.00% | 2.25% | 35:28 | 24:20 | 24:20 | 46:36 | 46:36 | 46:36 | 22:16 | 16:29 | |
Doom | 2 | 14.29% | 70.8 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 31:38 | 30:26 | 30:26 | 32:49 | 32:49 | 32:49 | 02:23 | 01:45 | |
Pangolier | 9 | 25.71% | 68.8 | 66.67% | +24.36% | -16.67% | -16.67% | 0.00% | 32:19 | 25:35 | 26:40 | 30:36 | 34:52 | 46:26 | 08:12 | 06:04 | |
Morphling | 7 | 58.33% | 66.7 | 57.14% | +17.14% | +42.86% | -7.14% | -5.98% | 30:34 | 24:10 | 24:15 | 30:28 | 32:37 | 39:07 | 08:22 | 06:11 | |
Lycan | 2 | 12.50% | 64.6 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 36:09 | 34:12 | 34:12 | 38:05 | 38:05 | 38:05 | 03:53 | 02:52 | |
Tidehunter | 2 | 11.76% | 62.5 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 18:42 | 16:38 | 16:38 | 20:46 | 20:46 | 20:46 | 04:08 | 03:03 | |
Ember Spirit | 14 | 50.00% | 60.4 | 50.00% | +14.29% | +25.00% | -16.67% | -5.84% | 30:53 | 21:57 | 26:41 | 29:07 | 33:49 | 47:11 | 07:08 | 05:17 | |
Shadow Demon | 3 | 33.33% | 58.3 | 66.67% | 0.00% | +33.33% | 0.00% | 0.00% | 37:53 | 21:52 | 21:52 | 42:28 | 49:18 | 49:18 | 27:26 | 20:19 | |
Enigma | 2 | 6.25% | 56.3 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 47:27 | 46:09 | 46:09 | 48:45 | 48:45 | 48:45 | 02:36 | 01:55 | |
Nature's Prophet | 9 | 23.08% | 54.2 | 55.56% | +8.89% | +44.44% | -5.56% | -7.73% | 17:39 | 14:07 | 14:46 | 16:13 | 21:14 | 24:14 | 06:28 | 04:47 | |
Viper | 3 | 27.27% | 52.1 | 66.67% | +16.67% | +33.33% | 0.00% | 0.00% | 24:28 | 16:20 | 16:20 | 27:37 | 29:27 | 29:27 | 13:07 | 09:42 | |
Sven | 1 | 16.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 35:58 | 00:00 | 00:00 | |
Leshrac | 7 | 15.22% | 47.9 | 57.14% | -1.83% | +42.86% | -7.14% | 0.00% | 38:05 | 24:34 | 33:37 | 36:45 | 38:52 | 58:06 | 05:15 | 03:53 | |
Dragon Knight | 4 | 40.00% | 45.8 | 50.00% | +33.33% | +50.00% | -50.00% | -11.58% | 29:11 | 22:43 | 22:43 | 30:22 | 31:21 | 32:18 | 08:38 | 06:23 | |
Primal Beast | 6 | 28.57% | 43.8 | 50.00% | +3.33% | 0.00% | -50.00% | -5.92% | 33:05 | 27:34 | 28:44 | 32:14 | 37:11 | 37:39 | 08:27 | 06:15 | |
Timbersaw | 2 | 50.00% | 41.7 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 33:56 | 29:30 | 29:30 | 38:22 | 38:22 | 38:22 | 08:52 | 06:34 | |
Disruptor | 7 | 33.33% | 39.6 | 42.86% | -21.43% | -42.86% | -42.86% | 0.00% | 38:02 | 30:27 | 30:57 | 37:48 | 39:21 | 51:28 | 08:24 | 06:13 | |
Naga Siren | 8 | 40.00% | 37.5 | 37.50% | -20.83% | -37.50% | +12.50% | 5.73% | 36:59 | 28:05 | 31:23 | 34:42 | 40:07 | 47:57 | 08:44 | 06:28 | |
Storm Spirit | 2 | 40.00% | 35.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 38:54 | 37:28 | 37:28 | 40:20 | 40:20 | 40:20 | 02:52 | 02:07 | |
Invoker | 1 | 7.14% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 57:45 | 00:00 | 00:00 | |
Ursa | 1 | 6.67% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 32:56 | 00:00 | 00:00 | |
Brewmaster | 2 | 33.33% | 29.2 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 17:21 | 16:47 | 16:47 | 17:54 | 17:54 | 17:54 | 01:07 | 00:49 | |
Treant Protector | 1 | 1.61% | 27.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 52:39 | 00:00 | 00:00 | |
Visage | 3 | 27.27% | 25.0 | 33.33% | -29.17% | -33.33% | 0.00% | 0.00% | 32:34 | 26:33 | 26:33 | 28:44 | 42:25 | 42:25 | 15:52 | 11:45 | |
Rubick | 5 | 5.26% | 22.9 | 40.00% | -8.89% | +60.00% | +60.00% | 0.00% | 41:24 | 32:09 | 32:09 | 37:04 | 48:33 | 55:29 | 16:24 | 12:08 | |
Mirana | 2 | 5.88% | 20.8 | 50.00% | -12.50% | -50.00% | 0.00% | 0.00% | 31:05 | 29:36 | 29:36 | 32:34 | 32:34 | 32:34 | 02:58 | 02:11 | |
Tusk | 4 | 9.76% | 18.8 | 25.00% | -20.95% | -25.00% | -25.00% | 0.00% | 37:38 | 30:41 | 30:41 | 38:10 | 38:48 | 42:54 | 08:07 | 06:00 | |
Troll Warlord | 1 | 50.00% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 33:05 | 00:00 | 00:00 | |
Kunkka | 1 | 14.29% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 | |
Snapfire | 4 | 13.79% | 12.5 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 32:22 | 28:14 | 28:14 | 31:45 | 31:56 | 37:33 | 03:42 | 02:44 | |
Chaos Knight | 1 | 8.33% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 19:57 | 00:00 | 00:00 | |
Gyrocopter | 1 | 50.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 15:13 | 00:00 | 00:00 | |
Medusa | 1 | 12.50% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 48:37 | 00:00 | 00:00 | |
Windranger | 1 | 50.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 25:48 | 00:00 | 00:00 | |
Vengeful Spirit | 1 | 100.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |