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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 | 416 | 4.97% | 83.7 | 61.06% | +11.99% | +0.48% | -3.37% | -0.56% | 22:38 | 12:15 | 18:35 | 21:51 | 25:25 | 48:36 | 05:03 |
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 | |
 | Venomancer | 6 | 35.29% | 100.0 | 100.00% | +45.45% | 0.00% | 0.00% | 0.00% | 24:29 | 17:40 | 18:46 | 19:23 | 30:14 | 30:48 | 11:28 | 08:29 |
 | Enigma | 12 | 16.90% | 98.0 | 91.67% | +50.99% | +8.33% | -25.00% | -9.80% | 20:41 | 15:14 | 18:39 | 21:14 | 22:03 | 26:34 | 03:24 | 02:31 |
 | Necrophos | 3 | 21.43% | 96.0 | 100.00% | +72.73% | 0.00% | 0.00% | 0.00% | 18:22 | 15:19 | 15:19 | 15:58 | 23:50 | 23:50 | 08:31 | 06:18 |
 | Witch Doctor | 5 | 35.71% | 94.0 | 80.00% | +24.44% | +20.00% | +20.00% | 0.00% | 28:37 | 16:37 | 16:37 | 30:43 | 32:54 | 36:38 | 16:17 | 12:03 |
 | Mirana | 19 | 8.02% | 92.0 | 78.95% | +21.15% | -18.95% | +1.05% | 2.22% | 27:38 | 16:54 | 22:33 | 28:27 | 31:34 | 39:58 | 09:01 | 06:40 |
 | Bounty Hunter | 9 | 25.00% | 90.0 | 77.78% | +22.22% | +22.22% | +22.22% | 0.00% | 24:38 | 16:08 | 16:58 | 26:59 | 27:40 | 32:10 | 10:42 | 07:55 |
 | Dark Seer | 13 | 34.21% | 88.0 | 69.23% | +17.23% | -35.90% | -35.90% | 0.00% | 19:50 | 14:29 | 15:15 | 19:39 | 21:15 | 25:43 | 06:00 | 04:26 |
 | Dawnbreaker | 9 | 16.98% | 86.0 | 77.78% | +27.78% | +22.22% | +22.22% | 0.00% | 21:25 | 16:38 | 18:54 | 20:57 | 23:18 | 26:47 | 04:24 | 03:15 |
 | Underlord | 24 | 60.00% | 84.0 | 58.33% | +8.33% | -25.00% | +8.34% | 7.44% | 20:36 | 12:15 | 18:27 | 20:09 | 22:56 | 28:06 | 04:29 | 03:19 |
 | Broodmother | 54 | 68.35% | 82.0 | 53.70% | +17.70% | +10.59% | +7.84% | -0.45% | 19:47 | 13:41 | 16:21 | 19:28 | 22:27 | 33:20 | 06:06 | 04:31 |
 | Enchantress | 17 | 8.99% | 80.0 | 70.59% | +25.82% | +29.41% | +4.41% | -3.83% | 26:30 | 16:11 | 21:09 | 25:32 | 27:41 | 42:23 | 06:32 | 04:50 |
 | Pudge | 3 | 8.33% | 78.0 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 18:28 | 13:12 | 13:12 | 20:19 | 21:52 | 21:52 | 08:40 | 06:25 |
 | Centaur Warrunner | 24 | 38.71% | 76.0 | 58.33% | +16.22% | -8.33% | +8.34% | 3.51% | 22:50 | 13:41 | 19:31 | 22:37 | 24:16 | 34:09 | 04:45 | 03:31 |
 | Visage | 27 | 51.92% | 74.0 | 55.56% | +7.56% | +15.87% | -26.99% | -6.89% | 20:58 | 13:00 | 17:26 | 19:46 | 23:39 | 29:29 | 06:13 | 04:36 |
 | Death Prophet | 19 | 9.55% | 72.0 | 68.42% | +17.86% | +11.58% | +11.58% | 0.00% | 21:49 | 17:20 | 20:20 | 21:36 | 22:43 | 31:13 | 02:23 | 01:45 |
 | Ancient Apparition | 2 | 13.33% | 70.0 | 100.00% | +46.15% | 0.00% | 0.00% | 0.00% | 36:30 | 24:49 | 24:49 | 48:11 | 48:11 | 48:11 | 23:22 | 17:18 |
 | Beastmaster | 17 | 8.17% | 68.0 | 64.71% | +13.40% | -14.71% | -14.71% | 0.00% | 22:14 | 13:26 | 20:46 | 22:44 | 23:12 | 31:12 | 02:26 | 01:48 |
 | Tidehunter | 30 | 46.88% | 66.0 | 46.67% | -3.33% | +3.33% | +10.47% | 1.00% | 19:31 | 12:56 | 15:50 | 18:06 | 22:59 | 38:30 | 07:09 | 05:17 |
 | Doom | 13 | 7.22% | 64.0 | 61.54% | +17.23% | -28.21% | +38.46% | 0.00% | 19:12 | 13:16 | 15:09 | 18:15 | 21:50 | 28:32 | 06:41 | 04:57 |
 | Keeper of the Light | 6 | 8.82% | 62.0 | 66.67% | +23.12% | +33.33% | +33.33% | 0.00% | 22:41 | 19:53 | 22:13 | 22:51 | 23:29 | 24:28 | 01:16 | 00:56 |
 | Undying | 7 | 3.35% | 60.0 | 71.43% | +25.39% | +28.57% | +28.57% | 0.00% | 27:15 | 14:38 | 17:27 | 27:59 | 28:19 | 45:21 | 10:52 | 08:02 |
 | Chen | 9 | 40.91% | 58.0 | 44.44% | -9.41% | +5.56% | +55.56% | 6.30% | 23:53 | 16:42 | 18:18 | 21:34 | 26:14 | 33:54 | 07:56 | 05:52 |
 | Brewmaster | 6 | 33.33% | 56.0 | 50.00% | +16.67% | -50.00% | +50.00% | 53.10% | 17:04 | 12:34 | 16:22 | 18:03 | 18:15 | 18:54 | 01:53 | 01:23 |
 | Lycan | 2 | 2.94% | 54.0 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 27:17 | 23:11 | 23:11 | 31:23 | 31:23 | 31:23 | 08:12 | 06:04 |
 | Snapfire | 25 | 10.87% | 52.0 | 44.00% | -2.34% | +22.67% | -10.67% | -5.42% | 24:39 | 15:08 | 20:39 | 22:42 | 26:48 | 46:20 | 06:09 | 04:33 |
 | Axe | 1 | 11.11% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 16:24 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 8.33% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 20:49 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 6.25% | 46.0 | 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 |
 | Clockwerk | 8 | 3.46% | 44.0 | 50.00% | -3.81% | 0.00% | -50.00% | 0.00% | 27:02 | 20:59 | 23:30 | 25:18 | 27:32 | 34:04 | 04:02 | 02:59 |
 | Elder Titan | 1 | 3.57% | 42.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 43:06 | 00:00 | 00:00 |
 | Leshrac | 3 | 2.68% | 40.0 | 66.67% | +17.13% | +33.33% | 0.00% | 0.00% | 22:23 | 19:58 | 19:58 | 21:28 | 25:42 | 25:42 | 05:44 | 04:14 |
 | Legion Commander | 1 | 2.56% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Phoenix | 4 | 5.97% | 36.0 | 50.00% | +3.97% | -50.00% | +50.00% | 63.16% | 24:09 | 22:41 | 22:41 | 22:42 | 24:16 | 26:55 | 01:35 | 01:10 |
 | Pangolier | 3 | 1.47% | 34.0 | 66.67% | +12.44% | -66.67% | 0.00% | 0.00% | 26:13 | 22:14 | 22:14 | 27:46 | 28:38 | 28:38 | 06:24 | 04:44 |
 | Alchemist | 4 | 5.71% | 32.0 | 50.00% | -4.55% | +50.00% | +50.00% | 0.00% | 18:01 | 16:28 | 16:28 | 18:05 | 18:24 | 19:08 | 01:56 | 01:25 |
 | Abaddon | 1 | 1.52% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 1.47% | 28.0 | 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 |
 | Timbersaw | 4 | 4.08% | 26.0 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 25:11 | 16:27 | 16:27 | 19:28 | 26:24 | 38:23 | 09:57 | 07:22 |
 | Primal Beast | 4 | 2.34% | 24.0 | 50.00% | +2.10% | +50.00% | +50.00% | 0.00% | 20:30 | 15:24 | 15:24 | 19:02 | 22:25 | 25:09 | 07:01 | 05:11 |
 | Tusk | 1 | 0.54% | 22.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Sand King | 3 | 23.08% | 20.0 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 24:43 | 22:30 | 22:30 | 25:31 | 26:09 | 26:09 | 03:39 | 02:42 |
 | Magnus | 3 | 16.67% | 18.0 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 28:15 | 22:02 | 22:02 | 28:42 | 34:01 | 34:01 | 11:59 | 08:52 |
 | Batrider | 2 | 2.30% | 16.0 | 50.00% | +5.29% | -50.00% | 0.00% | 0.00% | 19:12 | 19:03 | 19:03 | 19:20 | 19:20 | 19:20 | 00:17 | 00:12 |
 | Silencer | 2 | 1.90% | 14.0 | 50.00% | -1.46% | -50.00% | 0.00% | 0.00% | 46:41 | 44:45 | 44:45 | 48:36 | 48:36 | 48:36 | 03:51 | 02:51 |
 | Night Stalker | 1 | 3.57% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 20:27 | 00:00 | 00:00 |
 | Weaver | 1 | 8.33% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 21:49 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 2.70% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |
 | Viper | 1 | 4.35% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 20:41 | 00:00 | 00:00 |
 | Monkey King | 2 | 1.22% | 4.0 | 0.00% | -62.96% | 0.00% | 0.00% | 0.00% | 25:47 | 24:29 | 24:29 | 27:04 | 27:04 | 27:04 | 02:35 | 01:54 |
 | Treant Protector | 1 | 1.06% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 41:46 | 00:00 | 00:00 |