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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 | |
 | Drum of Endurance | 934 | 9.09% | 77.5 | 58.03% | +10.13% | +3.08% | +1.63% | -0.16% | 20:56 | 07:01 | 15:37 | 18:55 | 24:26 | 1:13:41 | 06:31 |
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 | |
 | Mirana | 51 | 19.10% | 100.0 | 74.51% | +19.42% | +2.41% | -5.28% | -0.68% | 23:14 | 13:07 | 16:26 | 19:36 | 27:43 | 55:27 | 11:17 | 08:21 |
 | Silencer | 34 | 27.64% | 98.3 | 73.53% | +28.59% | +26.47% | -11.03% | -3.29% | 24:29 | 10:34 | 18:55 | 21:42 | 30:18 | 43:17 | 11:23 | 08:25 |
 | Crystal Maiden | 77 | 48.13% | 96.7 | 66.23% | +28.88% | +7.45% | -13.60% | -2.83% | 20:14 | 11:17 | 15:15 | 18:42 | 22:41 | 56:00 | 07:26 | 05:30 |
 | Chen | 18 | 37.50% | 95.0 | 72.22% | +32.22% | +7.78% | +2.78% | -0.91% | 18:47 | 12:51 | 15:04 | 16:47 | 20:32 | 36:51 | 05:28 | 04:02 |
 | Warlock | 5 | 35.71% | 93.3 | 80.00% | +2.22% | +20.00% | -80.00% | -10.89% | 23:58 | 16:51 | 16:51 | 22:23 | 26:02 | 35:48 | 09:11 | 06:48 |
 | Bounty Hunter | 30 | 44.12% | 91.7 | 66.67% | +16.67% | +8.33% | +4.76% | -0.86% | 19:36 | 12:33 | 16:21 | 17:57 | 20:29 | 37:43 | 04:08 | 03:03 |
 | Oracle | 3 | 12.00% | 90.0 | 100.00% | +40.91% | 0.00% | 0.00% | 0.00% | 23:41 | 21:01 | 21:01 | 22:28 | 27:34 | 27:34 | 06:33 | 04:51 |
 | Beastmaster | 38 | 15.26% | 88.3 | 65.79% | +12.71% | -5.79% | -21.35% | -2.00% | 23:16 | 07:13 | 18:01 | 21:20 | 25:47 | 49:49 | 07:46 | 05:45 |
 | Elder Titan | 22 | 66.67% | 86.7 | 54.55% | 0.00% | +12.12% | -14.55% | -5.50% | 20:09 | 15:04 | 17:21 | 20:00 | 22:12 | 28:44 | 04:51 | 03:35 |
 | Disruptor | 104 | 26.26% | 85.0 | 54.81% | +2.07% | -4.81% | -4.81% | 0.00% | 21:17 | 12:45 | 17:07 | 19:42 | 24:27 | 47:01 | 07:20 | 05:25 |
 | Visage | 27 | 50.00% | 83.3 | 55.56% | +11.12% | -12.70% | +1.58% | 2.17% | 17:35 | 08:22 | 11:59 | 16:28 | 18:33 | 48:22 | 06:34 | 04:51 |
 | Clockwerk | 53 | 21.46% | 81.7 | 56.60% | +3.51% | +4.94% | +20.32% | 1.80% | 22:05 | 14:06 | 17:30 | 19:32 | 26:02 | 38:07 | 08:32 | 06:19 |
 | Primal Beast | 55 | 30.56% | 80.0 | 54.55% | +10.55% | +16.88% | -4.55% | -4.58% | 15:14 | 08:40 | 11:01 | 12:33 | 15:42 | 46:38 | 04:41 | 03:28 |
 | Techies | 12 | 13.95% | 78.3 | 66.67% | +28.83% | 0.00% | +33.33% | 4.25% | 24:44 | 17:28 | 20:09 | 22:16 | 27:59 | 36:17 | 07:50 | 05:48 |
 | Tusk | 27 | 13.99% | 76.7 | 59.26% | +12.87% | -2.12% | -16.40% | -1.45% | 23:02 | 12:09 | 17:22 | 22:02 | 27:12 | 46:55 | 09:50 | 07:17 |
 | Undying | 63 | 28.64% | 75.0 | 50.79% | +6.20% | +11.71% | +5.46% | -0.69% | 22:59 | 11:09 | 16:35 | 21:26 | 25:36 | 1:13:41 | 09:01 | 06:40 |
 | Enchantress | 80 | 33.76% | 73.3 | 48.75% | +5.44% | -3.75% | +11.25% | 1.67% | 19:33 | 09:23 | 13:41 | 16:15 | 22:40 | 55:59 | 08:59 | 06:39 |
 | Luna | 3 | 4.76% | 71.7 | 100.00% | +51.67% | 0.00% | 0.00% | 0.00% | 17:31 | 17:18 | 17:18 | 17:31 | 17:45 | 17:45 | 00:27 | 00:20 |
 | Vengeful Spirit | 3 | 37.50% | 70.0 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 16:49 | 13:04 | 13:04 | 16:57 | 20:26 | 20:26 | 07:22 | 05:27 |
 | Ancient Apparition | 2 | 8.33% | 68.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 28:29 | 18:49 | 18:49 | 38:08 | 38:08 | 38:08 | 19:19 | 14:18 |
 | Dazzle | 5 | 31.25% | 66.7 | 60.00% | +23.64% | +40.00% | +40.00% | 0.00% | 22:11 | 11:31 | 11:31 | 13:56 | 30:00 | 41:49 | 18:29 | 13:41 |
 | Doom | 17 | 6.75% | 65.0 | 58.82% | +12.44% | +16.18% | +41.18% | 5.64% | 12:52 | 07:12 | 09:29 | 11:32 | 13:55 | 28:05 | 04:26 | 03:17 |
 | Venomancer | 2 | 6.06% | 63.3 | 100.00% | +38.71% | 0.00% | 0.00% | 0.00% | 41:16 | 19:53 | 19:53 | 1:02:39 | 1:02:39 | 1:02:39 | 42:46 | 31:40 |
 | Pugna | 6 | 10.17% | 61.7 | 66.67% | +10.07% | +33.33% | -66.67% | -8.44% | 28:16 | 15:31 | 20:35 | 21:38 | 32:26 | 48:14 | 11:51 | 08:46 |
 | Rubick | 17 | 3.67% | 60.0 | 58.82% | +12.18% | +41.18% | -8.82% | -8.47% | 20:02 | 14:03 | 15:41 | 17:22 | 21:35 | 38:02 | 05:54 | 04:22 |
 | Monkey King | 3 | 1.50% | 58.3 | 100.00% | +42.13% | 0.00% | 0.00% | 0.00% | 20:44 | 16:11 | 16:11 | 20:59 | 25:02 | 25:02 | 08:51 | 06:33 |
 | Spirit Breaker | 7 | 53.85% | 56.7 | 42.86% | +26.19% | -42.86% | +7.14% | 15.15% | 17:21 | 14:21 | 15:04 | 17:21 | 18:22 | 21:10 | 03:18 | 02:26 |
 | Hoodwink | 6 | 6.67% | 55.0 | 66.67% | +30.96% | -16.67% | +33.33% | 3.25% | 23:46 | 14:22 | 14:32 | 21:54 | 29:56 | 34:13 | 15:24 | 11:24 |
 | Abaddon | 4 | 5.97% | 53.3 | 75.00% | +30.56% | +25.00% | +25.00% | 0.00% | 19:07 | 14:37 | 14:37 | 17:29 | 22:02 | 22:18 | 07:25 | 05:29 |
 | Phoenix | 9 | 10.34% | 51.7 | 55.56% | +11.97% | +44.44% | -55.56% | -25.64% | 19:50 | 15:39 | 15:49 | 16:47 | 19:43 | 36:47 | 03:54 | 02:53 |
 | Lycan | 37 | 53.62% | 50.0 | 35.14% | -17.99% | -1.81% | -1.81% | 0.00% | 20:07 | 16:40 | 18:22 | 19:28 | 21:16 | 30:33 | 02:54 | 02:08 |
 | Jakiro | 15 | 15.79% | 48.3 | 46.67% | -2.08% | +3.33% | -21.67% | -2.91% | 23:25 | 15:32 | 17:11 | 19:45 | 25:47 | 40:36 | 08:36 | 06:22 |
 | Batrider | 12 | 11.65% | 46.7 | 50.00% | +8.24% | +50.00% | -50.00% | -88.24% | 10:03 | 07:01 | 09:06 | 10:00 | 10:14 | 14:21 | 01:08 | 00:50 |
 | Skywrath Mage | 4 | 4.17% | 45.0 | 75.00% | +31.52% | -75.00% | +25.00% | 0.00% | 16:25 | 14:09 | 14:09 | 14:30 | 18:06 | 18:53 | 03:57 | 02:55 |
 | Marci | 5 | 8.47% | 43.3 | 60.00% | +11.85% | +40.00% | -60.00% | 0.00% | 16:46 | 14:31 | 14:31 | 15:43 | 17:37 | 20:28 | 03:06 | 02:17 |
 | Snapfire | 13 | 5.37% | 41.7 | 46.15% | -0.57% | +20.52% | -12.82% | -3.66% | 24:09 | 14:11 | 16:58 | 23:47 | 26:04 | 43:17 | 09:06 | 06:44 |
 | Gyrocopter | 8 | 28.57% | 40.0 | 37.50% | -12.50% | +12.50% | +62.50% | 4.12% | 28:44 | 18:33 | 19:31 | 27:51 | 31:39 | 42:09 | 12:08 | 08:59 |
 | Invoker | 7 | 14.29% | 38.3 | 42.86% | +9.53% | +7.14% | -42.86% | 0.00% | 11:55 | 08:01 | 08:49 | 10:44 | 13:13 | 16:58 | 04:24 | 03:15 |
 | Treant Protector | 6 | 6.38% | 36.7 | 50.00% | +6.82% | +50.00% | -50.00% | -6.45% | 29:37 | 18:12 | 20:06 | 25:02 | 35:36 | 48:11 | 15:30 | 11:28 |
 | Dark Willow | 1 | 3.70% | 35.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 27:06 | 00:00 | 00:00 |
 | Night Stalker | 1 | 3.23% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 11:09 | 00:00 | 00:00 |
 | Lich | 4 | 8.89% | 31.7 | 50.00% | -8.54% | -50.00% | +50.00% | 45.11% | 21:52 | 17:46 | 17:46 | 18:17 | 19:59 | 31:25 | 02:13 | 01:38 |
 | Brewmaster | 1 | 2.86% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 47:38 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 2.86% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 12:04 | 00:00 | 00:00 |
 | Earthshaker | 1 | 2.13% | 26.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 17:13 | 00:00 | 00:00 |
 | Keeper of the Light | 7 | 4.70% | 25.0 | 42.86% | -10.66% | +7.14% | -42.86% | 0.00% | 25:59 | 17:18 | 18:57 | 25:08 | 27:36 | 39:49 | 08:39 | 06:24 |
 | Dawnbreaker | 1 | 1.79% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 19:58 | 00:00 | 00:00 |
 | Tiny | 3 | 1.14% | 21.7 | 66.67% | +17.82% | +33.33% | 0.00% | 0.00% | 37:09 | 29:54 | 29:54 | 39:22 | 42:10 | 42:10 | 12:16 | 09:05 |
 | Io | 1 | 1.16% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 45:48 | 00:00 | 00:00 |
 | Underlord | 1 | 0.88% | 18.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 13:13 | 00:00 | 00:00 |
 | Slark | 1 | 0.83% | 16.7 | 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 |
 | Terrorblade | 1 | 0.67% | 15.0 | 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 |
 | Omniknight | 3 | 25.00% | 13.3 | 33.33% | -11.11% | -33.33% | 0.00% | 8.51% | 21:12 | 19:07 | 19:07 | 21:27 | 23:02 | 23:02 | 03:55 | 02:54 |
 | Nature's Prophet | 1 | 0.52% | 11.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 54:34 | 00:00 | 00:00 |
 | Medusa | 2 | 5.88% | 10.0 | 50.00% | -21.88% | +50.00% | 0.00% | 0.00% | 13:17 | 11:28 | 11:28 | 15:05 | 15:05 | 15:05 | 03:37 | 02:40 |
 | Shadow Demon | 3 | 10.34% | 8.3 | 33.33% | -20.52% | -33.33% | 0.00% | 2.92% | 16:54 | 11:01 | 11:01 | 17:15 | 22:27 | 22:27 | 11:26 | 08:28 |
 | Ogre Magi | 5 | 27.78% | 6.7 | 20.00% | -26.15% | -20.00% | -20.00% | 0.00% | 26:06 | 18:53 | 18:53 | 23:21 | 30:29 | 37:05 | 11:36 | 08:35 |
 | Alchemist | 2 | 1.50% | 5.0 | 50.00% | -9.54% | -50.00% | 0.00% | 0.00% | 28:37 | 23:24 | 23:24 | 33:50 | 33:50 | 33:50 | 10:26 | 07:43 |
 | Death Prophet | 3 | 1.45% | 3.3 | 0.00% | -51.47% | 0.00% | 0.00% | 0.00% | 19:39 | 12:49 | 12:49 | 22:21 | 23:46 | 23:46 | 10:57 | 08:06 |
 | Windranger | 1 | 4.35% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 14:37 | 00:00 | 00:00 |