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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 | 164 | 22.47% | 89.3 | 56.71% | +16.05% | +4.27% | -7.93% | -1.02% | 32:16 | 14:44 | 24:48 | 32:06 | 36:48 | 1:06:21 | 08:53 |
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 | |
Elder Titan | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 40:40 | 32:14 | 32:14 | 49:06 | 49:06 | 49:06 | 16:52 | 12:29 | |
Pudge | 1 | 100.00% | 97.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 15:34 | 00:00 | 00:00 | |
Bristleback | 1 | 100.00% | 95.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 14:44 | 00:00 | 00:00 | |
Huskar | 1 | 100.00% | 93.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 | |
Arc Warden | 3 | 75.00% | 91.1 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 31:41 | 30:36 | 30:36 | 32:09 | 32:18 | 32:18 | 01:42 | 01:15 | |
Gyrocopter | 1 | 50.00% | 88.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 24:33 | 00:00 | 00:00 | |
Clockwerk | 3 | 16.67% | 86.7 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 42:57 | 36:02 | 36:02 | 36:20 | 56:28 | 56:28 | 20:26 | 15:08 | |
Nature's Prophet | 11 | 42.31% | 84.4 | 72.73% | +32.73% | -6.06% | +27.27% | 4.55% | 26:48 | 15:13 | 16:47 | 20:07 | 24:07 | 55:54 | 07:20 | 05:25 | |
Pangolier | 16 | 76.19% | 82.2 | 62.50% | +2.50% | +12.50% | -12.50% | -3.50% | 30:59 | 24:43 | 25:30 | 30:06 | 32:38 | 45:38 | 07:08 | 05:17 | |
Spectre | 9 | 100.00% | 80.0 | 55.56% | +55.56% | -5.56% | -5.56% | 0.00% | 21:59 | 18:44 | 18:48 | 19:52 | 21:10 | 39:54 | 02:22 | 01:45 | |
Ursa | 2 | 20.00% | 77.8 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 36:20 | 34:49 | 34:49 | 37:51 | 37:51 | 37:51 | 03:02 | 02:14 | |
Mirana | 3 | 11.54% | 75.6 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 25:46 | 20:37 | 20:37 | 24:20 | 32:22 | 32:22 | 11:45 | 08:42 | |
Night Stalker | 1 | 33.33% | 73.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 27:16 | 00:00 | 00:00 | |
Broodmother | 4 | 30.77% | 71.1 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 29:47 | 24:08 | 24:08 | 26:47 | 33:05 | 35:07 | 08:57 | 06:37 | |
Morphling | 7 | 53.85% | 68.9 | 57.14% | +7.14% | -7.14% | -7.14% | 0.00% | 28:02 | 24:31 | 25:23 | 27:44 | 29:29 | 31:58 | 04:06 | 03:02 | |
Tusk | 15 | 46.88% | 66.7 | 53.33% | +12.15% | +21.67% | -28.33% | -5.69% | 39:19 | 28:37 | 31:52 | 37:26 | 40:39 | 1:06:21 | 08:47 | 06:30 | |
Viper | 1 | 25.00% | 64.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 22:35 | 00:00 | 00:00 | |
Terrorblade | 1 | 25.00% | 62.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 | |
Ember Spirit | 12 | 57.14% | 60.0 | 50.00% | -5.56% | +50.00% | -16.67% | -14.87% | 34:42 | 28:59 | 30:45 | 33:58 | 35:14 | 44:44 | 04:29 | 03:19 | |
Disruptor | 11 | 73.33% | 57.8 | 45.45% | +20.45% | +21.22% | +21.22% | 0.00% | 34:51 | 24:27 | 29:58 | 34:01 | 37:20 | 43:25 | 07:22 | 05:27 | |
Monkey King | 3 | 33.33% | 55.6 | 66.67% | +16.67% | -66.67% | 0.00% | 10.81% | 29:38 | 25:56 | 25:56 | 30:51 | 32:06 | 32:06 | 06:10 | 04:34 | |
Templar Assassin | 3 | 33.33% | 53.3 | 66.67% | -33.33% | +33.33% | 0.00% | 0.00% | 43:20 | 32:11 | 32:11 | 38:31 | 59:19 | 59:19 | 27:08 | 20:05 | |
Dragon Knight | 1 | 20.00% | 51.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 | |
Naga Siren | 1 | 20.00% | 48.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 60:36 | 60:36 | 60:36 | 60:36 | 60:36 | 60:36 | 00:00 | 00:00 | |
Slark | 8 | 100.00% | 46.7 | 37.50% | +37.50% | +12.50% | +12.50% | 0.00% | 21:13 | 17:03 | 17:27 | 17:44 | 26:40 | 27:34 | 09:13 | 06:49 | |
Brewmaster | 5 | 83.33% | 44.4 | 40.00% | -60.00% | -40.00% | -40.00% | 0.00% | 26:19 | 18:42 | 18:42 | 23:50 | 24:30 | 44:06 | 05:48 | 04:17 | |
Kunkka | 1 | 16.67% | 42.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 31:06 | 00:00 | 00:00 | |
Snapfire | 3 | 14.29% | 40.0 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 37:24 | 31:15 | 31:15 | 39:12 | 41:46 | 41:46 | 10:31 | 07:47 | |
Keeper of the Light | 1 | 8.33% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 | |
Drow Ranger | 1 | 8.33% | 35.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 54:05 | 00:00 | 00:00 | |
Tiny | 3 | 9.38% | 33.3 | 66.67% | +11.50% | -66.67% | 0.00% | 0.00% | 37:35 | 26:37 | 26:37 | 32:52 | 53:15 | 53:15 | 26:38 | 19:43 | |
Primal Beast | 6 | 54.55% | 31.1 | 33.33% | -26.67% | -33.33% | -33.33% | 0.00% | 30:26 | 22:57 | 26:29 | 27:30 | 34:41 | 37:32 | 08:12 | 06:04 | |
Void Spirit | 4 | 80.00% | 28.9 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 35:19 | 30:49 | 30:49 | 34:33 | 37:27 | 38:27 | 06:38 | 04:54 | |
Timbersaw | 3 | 50.00% | 26.7 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 35:50 | 32:24 | 32:24 | 34:04 | 41:03 | 41:03 | 08:39 | 06:24 | |
Doom | 5 | 45.45% | 24.4 | 20.00% | -46.67% | -20.00% | -20.00% | 0.00% | 41:24 | 24:48 | 24:48 | 35:48 | 54:08 | 56:35 | 29:20 | 21:43 | |
Rubick | 2 | 5.71% | 22.2 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 38:29 | 34:59 | 34:59 | 41:58 | 41:58 | 41:58 | 06:59 | 05:10 | |
Shadow Demon | 1 | 50.00% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 33:35 | 00:00 | 00:00 | |
Invoker | 1 | 50.00% | 17.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 37:54 | 00:00 | 00:00 | |
Dark Seer | 1 | 100.00% | 15.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 | |
Leshrac | 1 | 20.00% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 | |
Zeus | 1 | 50.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 20:26 | 00:00 | 00:00 | |
Storm Spirit | 1 | 50.00% | 8.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 33:54 | 00:00 | 00:00 | |
Meepo | 1 | 100.00% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 22:10 | 00:00 | 00:00 | |
Puck | 1 | 7.14% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 1:06:19 | 00:00 | 00:00 | |
Vengeful Spirit | 1 | 100.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 16:06 | 00:00 | 00:00 |