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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 | |
 | Black King Bar | 291 | 42.79% | 89.6 | 51.89% | +21.01% | +1.53% | -8.05% | -1.23% | 22:35 | 12:24 | 17:35 | 21:11 | 25:23 | 48:44 | 05:46 |
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 | |
 | Luna | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 26:17 | 00:00 | 00:00 |
 | Chaos Knight | 2 | 100.00% | 97.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 24:54 | 20:55 | 20:55 | 28:53 | 28:53 | 28:53 | 07:58 | 05:54 |
 | Underlord | 1 | 100.00% | 95.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 20:54 | 00:00 | 00:00 |
 | Pudge | 1 | 100.00% | 93.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 20:47 | 00:00 | 00:00 |
 | Sand King | 2 | 50.00% | 91.7 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 23:11 | 22:18 | 22:18 | 24:03 | 24:03 | 24:03 | 01:45 | 01:17 |
 | Kunkka | 5 | 100.00% | 89.6 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 16:06 | 14:59 | 14:59 | 15:38 | 16:23 | 17:57 | 01:24 | 01:02 |
 | Enigma | 9 | 100.00% | 87.5 | 77.78% | +77.78% | +22.22% | -27.78% | -4.75% | 27:26 | 21:11 | 22:03 | 24:26 | 32:35 | 38:43 | 10:32 | 07:48 |
 | Templar Assassin | 8 | 100.00% | 85.4 | 75.00% | +75.00% | +25.00% | -25.00% | -11.72% | 20:29 | 16:40 | 17:42 | 20:56 | 21:58 | 22:17 | 04:16 | 03:09 |
 | Faceless Void | 12 | 85.71% | 83.3 | 75.00% | +75.00% | -8.33% | -8.33% | 0.00% | 26:12 | 19:33 | 21:14 | 23:00 | 30:29 | 37:52 | 09:15 | 06:51 |
 | Death Prophet | 31 | 100.00% | 81.3 | 70.97% | +70.97% | -8.47% | -8.47% | 0.00% | 16:32 | 12:24 | 15:21 | 16:34 | 17:56 | 19:25 | 02:35 | 01:54 |
 | Zeus | 1 | 50.00% | 79.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Earth Spirit | 5 | 55.56% | 77.1 | 80.00% | +5.00% | +20.00% | -80.00% | -4.57% | 31:30 | 16:55 | 16:55 | 29:49 | 38:48 | 45:19 | 21:53 | 16:12 |
 | Beastmaster | 4 | 66.67% | 75.0 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 29:29 | 23:40 | 23:40 | 27:16 | 27:37 | 39:21 | 03:57 | 02:55 |
 | Monkey King | 14 | 87.50% | 72.9 | 64.29% | +14.29% | +35.71% | +2.38% | -27.78% | 22:29 | 18:45 | 20:55 | 21:06 | 22:07 | 31:11 | 01:12 | 00:53 |
 | Terrorblade | 12 | 85.71% | 70.8 | 58.33% | +8.33% | +8.34% | +8.34% | 0.00% | 24:04 | 18:05 | 19:33 | 22:35 | 26:26 | 37:26 | 06:53 | 05:05 |
 | Batrider | 5 | 83.33% | 68.8 | 60.00% | +60.00% | -60.00% | +40.00% | 15.79% | 24:24 | 17:19 | 17:19 | 19:49 | 23:39 | 43:35 | 06:20 | 04:41 |
 | Weaver | 1 | 33.33% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 21:16 | 00:00 | 00:00 |
 | Clinkz | 2 | 100.00% | 64.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 24:40 | 18:33 | 18:33 | 30:46 | 30:46 | 30:46 | 12:13 | 09:02 |
 | Razor | 25 | 100.00% | 62.5 | 48.00% | +48.00% | +18.67% | +2.00% | -11.24% | 16:31 | 14:00 | 15:29 | 16:29 | 16:58 | 20:20 | 01:29 | 01:05 |
 | Marci | 10 | 43.48% | 60.4 | 60.00% | +21.54% | +6.67% | -10.00% | -1.39% | 29:03 | 18:43 | 19:47 | 29:14 | 31:44 | 46:02 | 11:57 | 08:51 |
 | Queen of Pain | 8 | 88.89% | 58.3 | 50.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:31 | 15:35 | 17:02 | 18:59 | 21:11 | 22:23 | 04:09 | 03:04 |
 | Ember Spirit | 11 | 91.67% | 56.3 | 45.45% | +45.45% | -12.12% | -45.45% | -6.60% | 22:15 | 17:23 | 18:11 | 19:29 | 23:14 | 37:24 | 05:03 | 03:44 |
 | Nature's Prophet | 6 | 75.00% | 54.2 | 50.00% | +50.00% | 0.00% | +50.00% | 9.15% | 22:19 | 16:08 | 18:24 | 21:17 | 23:52 | 32:29 | 05:28 | 04:02 |
 | Mars | 23 | 85.19% | 52.1 | 43.48% | +18.48% | +23.19% | -10.15% | -7.75% | 23:24 | 18:51 | 20:55 | 24:04 | 25:13 | 26:42 | 04:18 | 03:11 |
 | Invoker | 5 | 100.00% | 50.0 | 40.00% | +40.00% | +60.00% | -40.00% | -13.86% | 28:30 | 20:36 | 20:36 | 23:21 | 27:49 | 48:44 | 07:13 | 05:20 |
 | Lina | 7 | 87.50% | 47.9 | 42.86% | +42.86% | +57.14% | -42.86% | -34.29% | 16:13 | 12:27 | 13:23 | 15:36 | 16:18 | 25:23 | 02:55 | 02:09 |
 | Tiny | 4 | 11.43% | 45.8 | 75.00% | +16.94% | -75.00% | +25.00% | 38.96% | 25:17 | 23:18 | 23:18 | 25:08 | 25:52 | 26:48 | 02:34 | 01:54 |
 | Medusa | 4 | 57.14% | 43.8 | 50.00% | -16.67% | +50.00% | -50.00% | 0.00% | 37:40 | 34:23 | 34:23 | 35:57 | 36:41 | 43:38 | 02:18 | 01:42 |
 | Leshrac | 2 | 66.67% | 41.7 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 24:14 | 21:38 | 21:38 | 26:50 | 26:50 | 26:50 | 05:12 | 03:51 |
 | Ursa | 3 | 100.00% | 39.6 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 25:34 | 21:21 | 21:21 | 26:02 | 29:20 | 29:20 | 07:59 | 05:54 |
 | Wraith King | 3 | 100.00% | 37.5 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 26:30 | 21:40 | 21:40 | 28:21 | 29:30 | 29:30 | 07:50 | 05:48 |
 | Dragon Knight | 12 | 92.31% | 35.4 | 33.33% | +33.33% | +33.34% | 0.00% | -6.92% | 25:41 | 19:58 | 22:31 | 24:32 | 27:20 | 34:37 | 04:49 | 03:34 |
 | Keeper of the Light | 4 | 30.77% | 33.3 | 50.00% | -16.67% | -50.00% | +50.00% | 37.04% | 22:35 | 20:09 | 20:09 | 22:39 | 22:51 | 24:40 | 02:42 | 02:00 |
 | Viper | 6 | 66.67% | 31.3 | 33.33% | +33.33% | +66.67% | -33.33% | -24.00% | 20:42 | 16:57 | 17:10 | 19:41 | 21:20 | 28:03 | 04:10 | 03:05 |
 | Dawnbreaker | 19 | 48.72% | 29.2 | 26.32% | -13.68% | -26.32% | -6.32% | 6.78% | 19:12 | 14:28 | 16:27 | 17:15 | 19:24 | 41:07 | 02:57 | 02:11 |
 | Morphling | 6 | 66.67% | 27.1 | 16.67% | -50.00% | -16.67% | -16.67% | 0.00% | 29:29 | 24:38 | 25:16 | 27:38 | 33:48 | 36:52 | 08:32 | 06:19 |
 | Lifestealer | 1 | 16.67% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 39:21 | 00:00 | 00:00 |
 | Bristleback | 3 | 100.00% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:58 | 21:13 | 21:13 | 26:45 | 26:56 | 26:56 | 05:43 | 04:14 |
 | Snapfire | 1 | 11.11% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 39:12 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 100.00% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Alchemist | 2 | 20.00% | 16.7 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 17:25 | 17:06 | 17:06 | 17:44 | 17:44 | 17:44 | 00:38 | 00:28 |
 | Doom | 2 | 100.00% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 18:51 | 18:51 | 26:21 | 26:21 | 26:21 | 07:30 | 05:33 |
 | Anti-Mage | 1 | 33.33% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 32:55 | 00:00 | 00:00 |
 | Phantom Assassin | 2 | 66.67% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:52 | 21:05 | 21:05 | 22:39 | 22:39 | 22:39 | 01:34 | 01:09 |
 | Night Stalker | 1 | 100.00% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 24:55 | 00:00 | 00:00 |
 | Dark Seer | 1 | 100.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 22:14 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 50.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 23:15 | 00:00 | 00:00 |
 | Sven | 1 | 100.00% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 17:32 | 00:00 | 00:00 |