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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 | |
 | Pipe of Insight | 325 | 0.96% | 95.9 | 70.77% | +20.99% | -4.10% | +9.48% | 0.00% | 24:36 | 12:54 | 18:55 | 23:08 | 28:22 | 1:06:32 | 07:00 |
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 | |
 | Necrophos | 16 | 11.43% | 100.0 | 81.25% | +28.83% | +18.75% | -6.25% | -3.25% | 19:41 | 13:03 | 15:00 | 18:36 | 22:41 | 33:42 | 07:41 | 05:41 |
 | Visage | 23 | 8.68% | 98.1 | 78.26% | +22.47% | +21.74% | +5.07% | -3.32% | 24:24 | 19:06 | 20:46 | 23:43 | 25:47 | 32:41 | 05:01 | 03:42 |
 | Centaur Warrunner | 20 | 16.13% | 96.2 | 75.00% | +32.69% | +5.00% | +5.00% | 0.00% | 22:04 | 17:38 | 18:52 | 21:39 | 22:54 | 33:21 | 04:02 | 02:59 |
 | Chen | 18 | 9.47% | 94.2 | 77.78% | +20.80% | +2.22% | +22.22% | 0.00% | 29:06 | 23:40 | 24:39 | 27:33 | 32:37 | 47:28 | 07:58 | 05:54 |
 | Broodmother | 33 | 29.46% | 92.3 | 60.61% | +13.77% | +1.89% | +1.89% | 0.00% | 20:00 | 13:56 | 17:31 | 19:04 | 22:15 | 28:44 | 04:44 | 03:30 |
 | Enchantress | 17 | 3.80% | 90.4 | 76.47% | +26.24% | -26.47% | +23.53% | 4.28% | 29:15 | 17:24 | 21:15 | 28:57 | 32:56 | 1:03:47 | 11:41 | 08:39 |
 | Keeper of the Light | 6 | 1.60% | 88.5 | 100.00% | +48.78% | 0.00% | 0.00% | 0.00% | 27:31 | 20:25 | 24:14 | 25:54 | 32:06 | 33:19 | 07:52 | 05:49 |
 | Enigma | 5 | 1.52% | 86.5 | 100.00% | +39.94% | 0.00% | 0.00% | 0.00% | 20:45 | 18:40 | 18:40 | 20:41 | 21:19 | 22:57 | 02:39 | 01:57 |
 | Undying | 5 | 1.47% | 84.6 | 100.00% | +50.60% | 0.00% | 0.00% | 0.00% | 28:01 | 17:15 | 17:15 | 24:19 | 35:31 | 40:59 | 18:16 | 13:31 |
 | Tidehunter | 30 | 9.20% | 82.7 | 60.00% | +15.41% | +15.00% | -31.43% | -7.07% | 19:24 | 13:18 | 15:52 | 17:37 | 22:26 | 37:44 | 06:34 | 04:51 |
 | Beastmaster | 10 | 2.23% | 80.8 | 80.00% | +22.82% | -13.33% | +20.00% | 0.00% | 24:28 | 18:36 | 22:14 | 23:17 | 26:34 | 30:43 | 04:20 | 03:12 |
 | Clockwerk | 10 | 2.17% | 78.8 | 80.00% | +31.22% | -13.33% | -30.00% | 0.00% | 27:15 | 21:39 | 24:12 | 27:38 | 29:28 | 34:03 | 05:16 | 03:54 |
 | Death Prophet | 5 | 0.73% | 76.9 | 100.00% | +49.85% | 0.00% | 0.00% | 0.00% | 26:24 | 15:19 | 15:19 | 23:03 | 31:11 | 44:35 | 15:52 | 11:45 |
 | Dawnbreaker | 12 | 2.67% | 75.0 | 66.67% | +22.61% | 0.00% | -33.34% | 0.00% | 24:03 | 18:29 | 21:55 | 23:13 | 24:26 | 32:53 | 02:31 | 01:51 |
 | Venomancer | 10 | 10.00% | 73.1 | 60.00% | +8.89% | +6.67% | -10.00% | 0.00% | 28:01 | 17:49 | 18:43 | 20:32 | 32:56 | 53:18 | 14:13 | 10:31 |
 | Earth Spirit | 3 | 1.46% | 71.2 | 100.00% | +46.31% | 0.00% | 0.00% | 0.00% | 28:10 | 18:52 | 18:52 | 23:48 | 41:50 | 41:50 | 22:58 | 17:00 |
 | Phoenix | 3 | 1.33% | 69.2 | 100.00% | +48.20% | 0.00% | 0.00% | 0.00% | 21:34 | 17:08 | 17:08 | 22:43 | 24:52 | 24:52 | 07:44 | 05:43 |
 | Sand King | 3 | 0.76% | 67.3 | 100.00% | +52.03% | 0.00% | 0.00% | 0.00% | 25:22 | 14:11 | 14:11 | 20:33 | 41:23 | 41:23 | 27:12 | 20:08 |
 | Mirana | 12 | 2.88% | 65.4 | 58.33% | +0.90% | +41.67% | -25.00% | -7.58% | 31:32 | 18:05 | 24:19 | 29:23 | 33:07 | 52:15 | 08:48 | 06:31 |
 | Underlord | 15 | 9.15% | 63.5 | 46.67% | -0.98% | +28.33% | -21.67% | -6.96% | 20:04 | 12:54 | 14:48 | 20:42 | 21:59 | 28:22 | 07:11 | 05:19 |
 | Sven | 2 | 1.96% | 61.5 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 24:16 | 20:41 | 20:41 | 27:51 | 27:51 | 27:51 | 07:10 | 05:18 |
 | Dark Seer | 10 | 8.70% | 59.6 | 50.00% | +4.29% | -16.67% | 0.00% | 0.00% | 19:14 | 13:48 | 15:44 | 17:36 | 21:17 | 31:33 | 05:33 | 04:06 |
 | Timbersaw | 11 | 3.10% | 57.7 | 54.55% | +5.13% | -21.22% | +45.45% | 0.00% | 23:53 | 14:28 | 16:43 | 23:12 | 24:41 | 39:25 | 07:58 | 05:54 |
 | Pudge | 2 | 1.31% | 55.8 | 100.00% | +43.71% | 0.00% | 0.00% | 0.00% | 39:40 | 33:40 | 33:40 | 45:39 | 45:39 | 45:39 | 11:59 | 08:52 |
 | Snapfire | 6 | 0.75% | 53.8 | 66.67% | +21.49% | -16.67% | -66.67% | 0.00% | 36:46 | 23:35 | 29:39 | 31:15 | 35:28 | 1:06:32 | 05:49 | 04:18 |
 | Winter Wyvern | 2 | 0.67% | 51.9 | 100.00% | +52.86% | 0.00% | 0.00% | 0.00% | 31:03 | 24:13 | 24:13 | 37:52 | 37:52 | 37:52 | 13:39 | 10:06 |
 | Kunkka | 4 | 0.81% | 50.0 | 75.00% | +25.20% | +25.00% | +25.00% | 0.00% | 19:00 | 13:02 | 13:02 | 17:08 | 18:26 | 27:24 | 05:24 | 04:00 |
 | Io | 2 | 0.45% | 48.1 | 100.00% | +49.20% | 0.00% | 0.00% | 0.00% | 29:29 | 24:41 | 24:41 | 34:16 | 34:16 | 34:16 | 09:35 | 07:05 |
 | Axe | 1 | 1.72% | 46.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 23:48 | 00:00 | 00:00 |
 | Silencer | 1 | 0.76% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Alchemist | 1 | 0.70% | 42.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 30:50 | 00:00 | 00:00 |
 | Windranger | 1 | 0.69% | 40.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Dazzle | 1 | 0.60% | 38.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.57% | 36.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 48:43 | 00:00 | 00:00 |
 | Brewmaster | 1 | 0.49% | 34.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 36:13 | 00:00 | 00:00 |
 | Jakiro | 1 | 0.47% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 17:25 | 00:00 | 00:00 |
 | Pugna | 1 | 0.44% | 30.8 | 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 |
 | Spirit Breaker | 1 | 0.37% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 00:00 | 00:00 |
 | Faceless Void | 1 | 0.33% | 26.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 42:52 | 00:00 | 00:00 |
 | Hoodwink | 1 | 0.22% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 28:16 | 00:00 | 00:00 |
 | Marci | 1 | 0.18% | 23.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 18:14 | 00:00 | 00:00 |
 | Weaver | 1 | 0.18% | 21.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 19:38 | 00:00 | 00:00 |
 | Pangolier | 1 | 0.16% | 19.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 43:22 | 00:00 | 00:00 |
 | Tiny | 1 | 0.10% | 17.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 38:30 | 00:00 | 00:00 |
 | Omniknight | 2 | 2.35% | 15.4 | 50.00% | +4.22% | +50.00% | 0.00% | 0.00% | 37:43 | 27:40 | 27:40 | 47:45 | 47:45 | 47:45 | 20:05 | 14:52 |
 | Ogre Magi | 2 | 0.63% | 13.5 | 50.00% | +3.02% | +50.00% | 0.00% | 0.00% | 31:03 | 30:22 | 30:22 | 31:44 | 31:44 | 31:44 | 01:22 | 01:00 |
 | Naga Siren | 4 | 4.00% | 11.5 | 25.00% | -33.33% | +75.00% | -25.00% | 0.00% | 21:49 | 18:55 | 18:55 | 21:26 | 21:33 | 25:20 | 02:38 | 01:57 |
 | Viper | 1 | 0.34% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 30:07 | 00:00 | 00:00 |
 | Legion Commander | 1 | 0.70% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 28:01 | 00:00 | 00:00 |
 | Warlock | 1 | 0.70% | 5.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Mars | 2 | 0.22% | 3.8 | 0.00% | -49.89% | 0.00% | 0.00% | 0.00% | 19:21 | 15:47 | 15:47 | 22:55 | 22:55 | 22:55 | 07:08 | 05:17 |
 | Dragon Knight | 1 | 0.22% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |