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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 | 223 | 16.04% | 97.5 | 64.57% | +21.59% | +1.50% | +1.50% | 0.00% | 29:09 | 12:37 | 21:34 | 27:44 | 33:48 | 1:06:19 | 09:03 |
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 | |
 | Tidehunter | 2 | 66.67% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 26:55 | 20:46 | 20:46 | 33:04 | 33:04 | 33:04 | 12:18 | 09:06 |
 | Terrorblade | 4 | 26.67% | 98.1 | 100.00% | +63.64% | 0.00% | 0.00% | 0.00% | 42:37 | 30:57 | 30:57 | 39:23 | 49:56 | 50:11 | 18:59 | 14:03 |
 | Winter Wyvern | 6 | 15.00% | 96.2 | 100.00% | +41.18% | 0.00% | 0.00% | 0.00% | 28:40 | 21:28 | 22:09 | 24:33 | 38:51 | 39:25 | 16:42 | 12:22 |
 | Disruptor | 1 | 50.00% | 94.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 38:33 | 00:00 | 00:00 |
 | Skywrath Mage | 4 | 17.39% | 92.5 | 100.00% | +68.42% | 0.00% | 0.00% | 0.00% | 35:31 | 29:56 | 29:56 | 34:24 | 37:43 | 40:02 | 07:47 | 05:45 |
 | Vengeful Spirit | 2 | 33.33% | 90.6 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 17:44 | 17:17 | 17:17 | 18:10 | 18:10 | 18:10 | 00:53 | 00:39 |
 | Brewmaster | 9 | 81.82% | 88.7 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 22:32 | 17:27 | 19:02 | 21:17 | 25:51 | 27:44 | 06:49 | 05:02 |
 | Void Spirit | 15 | 65.22% | 86.8 | 66.67% | +41.67% | -16.67% | -16.67% | 0.00% | 22:27 | 16:14 | 19:03 | 21:09 | 25:04 | 31:06 | 06:01 | 04:27 |
 | Leshrac | 4 | 50.00% | 84.9 | 75.00% | +75.00% | +25.00% | -75.00% | 0.00% | 28:34 | 25:03 | 25:03 | 26:56 | 27:43 | 34:32 | 02:40 | 01:58 |
 | Bristleback | 22 | 91.67% | 83.0 | 59.09% | +59.09% | +24.24% | +0.91% | -10.52% | 17:16 | 12:37 | 15:52 | 16:22 | 18:05 | 29:50 | 02:13 | 01:38 |
 | Naga Siren | 3 | 75.00% | 81.1 | 66.67% | +66.67% | +33.33% | 0.00% | 0.00% | 30:08 | 24:56 | 24:56 | 31:42 | 33:46 | 33:46 | 08:50 | 06:32 |
 | Zeus | 34 | 73.91% | 79.2 | 58.82% | +17.15% | -14.38% | -21.32% | -1.96% | 26:49 | 15:59 | 24:40 | 26:47 | 28:12 | 37:32 | 03:32 | 02:37 |
 | Snapfire | 3 | 11.54% | 77.4 | 100.00% | +52.17% | 0.00% | 0.00% | 0.00% | 29:53 | 21:00 | 21:00 | 29:34 | 39:06 | 39:06 | 18:06 | 13:24 |
 | Necrophos | 2 | 18.18% | 75.5 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 42:10 | 40:47 | 40:47 | 43:33 | 43:33 | 43:33 | 02:46 | 02:02 |
 | Pudge | 3 | 60.00% | 73.6 | 66.67% | -33.33% | +33.33% | 0.00% | -6.37% | 18:16 | 16:22 | 16:22 | 16:49 | 21:36 | 21:36 | 05:14 | 03:52 |
 | Spectre | 2 | 100.00% | 71.7 | 50.00% | +50.00% | +50.00% | 0.00% | -6.01% | 22:00 | 17:50 | 17:50 | 26:09 | 26:09 | 26:09 | 08:19 | 06:09 |
 | Bane | 2 | 15.38% | 69.8 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 42:32 | 39:26 | 39:26 | 45:38 | 45:38 | 45:38 | 06:12 | 04:35 |
 | Dragon Knight | 12 | 41.38% | 67.9 | 58.33% | +23.04% | -25.00% | +41.67% | 7.35% | 35:50 | 26:16 | 30:19 | 34:02 | 39:23 | 49:36 | 09:04 | 06:42 |
 | Venomancer | 1 | 25.00% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 31:58 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 25.00% | 64.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Dawnbreaker | 12 | 23.08% | 62.3 | 58.33% | +20.83% | +8.34% | +41.67% | 3.66% | 27:44 | 18:42 | 22:36 | 27:04 | 31:42 | 40:54 | 09:06 | 06:44 |
 | Keeper of the Light | 2 | 8.70% | 60.4 | 100.00% | +38.10% | 0.00% | 0.00% | 0.00% | 36:14 | 29:49 | 29:49 | 42:39 | 42:39 | 42:39 | 12:50 | 09:30 |
 | Monkey King | 6 | 16.67% | 58.5 | 66.67% | 0.00% | +33.33% | +33.33% | 0.00% | 31:39 | 24:20 | 24:26 | 25:34 | 35:37 | 51:15 | 11:11 | 08:17 |
 | Mirana | 5 | 33.33% | 56.6 | 60.00% | +20.00% | +40.00% | +40.00% | 0.00% | 26:31 | 19:49 | 19:49 | 26:48 | 28:03 | 31:47 | 08:14 | 06:05 |
 | Clockwerk | 6 | 15.38% | 54.7 | 66.67% | +15.15% | +33.33% | +33.33% | 0.00% | 34:38 | 27:39 | 32:41 | 32:55 | 39:18 | 40:50 | 06:37 | 04:54 |
 | Alchemist | 5 | 31.25% | 52.8 | 60.00% | -3.64% | -60.00% | -60.00% | 0.00% | 30:44 | 14:31 | 14:31 | 33:25 | 35:34 | 38:29 | 21:03 | 15:35 |
 | Witch Doctor | 1 | 20.00% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 48:42 | 00:00 | 00:00 |
 | Ember Spirit | 5 | 29.41% | 49.1 | 60.00% | +35.00% | -60.00% | +40.00% | 12.50% | 29:07 | 23:18 | 23:18 | 27:04 | 31:18 | 38:01 | 08:00 | 05:55 |
 | Grimstroke | 1 | 16.67% | 47.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 42:18 | 00:00 | 00:00 |
 | Lone Druid | 1 | 16.67% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 39:24 | 00:00 | 00:00 |
 | Puck | 2 | 4.17% | 43.4 | 100.00% | +43.48% | 0.00% | 0.00% | 0.00% | 1:01:28 | 56:36 | 56:36 | 1:06:19 | 1:06:19 | 1:06:19 | 09:43 | 07:11 |
 | Tiny | 7 | 12.07% | 41.5 | 57.14% | +10.08% | +42.86% | -57.14% | 0.00% | 26:32 | 20:11 | 23:05 | 24:41 | 27:55 | 36:11 | 04:50 | 03:34 |
 | Storm Spirit | 2 | 50.00% | 39.6 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 27:59 | 26:56 | 26:56 | 29:01 | 29:01 | 29:01 | 02:05 | 01:32 |
 | Slardar | 1 | 11.11% | 37.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 43:24 | 00:00 | 00:00 |
 | Night Stalker | 1 | 11.11% | 35.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 19:15 | 00:00 | 00:00 |
 | Chen | 1 | 9.09% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 31:18 | 00:00 | 00:00 |
 | Pangolier | 1 | 8.33% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 33:20 | 00:00 | 00:00 |
 | Visage | 8 | 38.10% | 30.2 | 37.50% | -0.96% | +12.50% | -37.50% | 0.00% | 26:38 | 19:28 | 19:34 | 20:27 | 30:28 | 38:54 | 10:54 | 08:04 |
 | Phoenix | 1 | 7.69% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 49:45 | 00:00 | 00:00 |
 | Timbersaw | 4 | 22.22% | 26.4 | 50.00% | 0.00% | -50.00% | -50.00% | 0.00% | 34:17 | 29:49 | 29:49 | 31:02 | 33:48 | 42:27 | 03:59 | 02:57 |
 | Jakiro | 1 | 5.26% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 30:27 | 00:00 | 00:00 |
 | Juggernaut | 1 | 4.35% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 34:00 | 00:00 | 00:00 |
 | Invoker | 2 | 18.18% | 20.8 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 43:10 | 29:11 | 29:11 | 57:09 | 57:09 | 57:09 | 27:58 | 20:42 |
 | Templar Assassin | 2 | 16.67% | 18.9 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 51:22 | 50:41 | 50:41 | 52:03 | 52:03 | 52:03 | 01:22 | 01:00 |
 | Rubick | 2 | 16.67% | 17.0 | 50.00% | +30.00% | +50.00% | 0.00% | 0.00% | 44:26 | 30:09 | 30:09 | 58:43 | 58:43 | 58:43 | 28:34 | 21:09 |
 | Hoodwink | 2 | 15.38% | 15.1 | 50.00% | +13.64% | -50.00% | 0.00% | 0.00% | 36:39 | 32:50 | 32:50 | 40:27 | 40:27 | 40:27 | 07:37 | 05:38 |
 | Weaver | 1 | 5.88% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 00:00 | 00:00 |
 | Mars | 1 | 7.69% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 32:02 | 00:00 | 00:00 |
 | Tusk | 1 | 6.67% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 30:48 | 00:00 | 00:00 |
 | Lycan | 1 | 7.69% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 46:02 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 100.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:34 | 23:18 | 23:18 | 27:49 | 27:49 | 27:49 | 04:31 | 03:20 |
 | Batrider | 1 | 8.33% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 54:44 | 00:00 | 00:00 |
 | Beastmaster | 2 | 5.13% | 1.9 | 0.00% | -56.76% | 0.00% | 0.00% | 0.00% | 37:15 | 32:48 | 32:48 | 41:41 | 41:41 | 41:41 | 08:53 | 06:34 |