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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 | |
 | Medallion of Courage | 1861 | 8.66% | 65.3 | 55.62% | +7.41% | -2.72% | +3.95% | 0.63% | 19:02 | 00:49 | 13:08 | 18:07 | 23:45 | 55:47 | 07:51 |
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 | |
 | Vengeful Spirit | 6 | 40.00% | 100.0 | 83.33% | +50.00% | +16.67% | -83.33% | -11.63% | 14:28 | 09:09 | 10:22 | 12:20 | 18:58 | 21:01 | 08:36 | 06:22 |
 | Io | 22 | 15.38% | 98.8 | 77.27% | +25.20% | -27.27% | +22.73% | 3.88% | 20:26 | 08:40 | 13:30 | 20:20 | 26:23 | 32:49 | 12:53 | 09:32 |
 | Venomancer | 25 | 25.77% | 97.6 | 72.00% | +35.89% | +11.33% | -22.00% | -6.02% | 19:22 | 09:47 | 16:01 | 18:23 | 21:33 | 30:47 | 05:32 | 04:05 |
 | Disruptor | 9 | 7.96% | 96.4 | 88.89% | +36.97% | +11.11% | +11.11% | 0.00% | 32:17 | 13:25 | 18:45 | 35:13 | 43:54 | 46:16 | 25:09 | 18:37 |
 | Hoodwink | 54 | 32.73% | 95.2 | 66.67% | +21.62% | +19.04% | -12.82% | -4.64% | 15:41 | 05:24 | 12:09 | 14:23 | 19:01 | 32:43 | 06:52 | 05:05 |
 | Elder Titan | 85 | 31.60% | 94.0 | 62.35% | +6.92% | -14.73% | +23.36% | 4.82% | 20:34 | 10:51 | 15:25 | 19:21 | 23:19 | 47:18 | 07:54 | 05:51 |
 | Enchantress | 158 | 53.92% | 92.8 | 58.86% | +11.45% | -6.36% | +18.06% | 2.27% | 14:21 | 02:56 | 08:19 | 12:54 | 19:05 | 40:51 | 10:46 | 07:58 |
 | Bristleback | 8 | 5.76% | 91.6 | 87.50% | +39.41% | +12.50% | +12.50% | 0.00% | 19:10 | 14:24 | 14:26 | 17:40 | 20:27 | 27:27 | 06:01 | 04:27 |
 | Snapfire | 235 | 66.95% | 90.4 | 53.62% | +5.34% | -6.16% | -11.25% | -0.95% | 12:44 | 03:41 | 09:36 | 12:08 | 14:57 | 36:13 | 05:21 | 03:57 |
 | Beastmaster | 93 | 34.19% | 89.2 | 55.91% | -3.31% | -16.78% | +26.70% | 4.23% | 20:13 | 03:46 | 15:11 | 19:18 | 25:28 | 37:03 | 10:17 | 07:37 |
 | Magnus | 14 | 11.38% | 88.0 | 71.43% | +18.22% | +28.57% | -38.10% | -6.14% | 24:07 | 11:24 | 17:46 | 24:22 | 28:37 | 36:27 | 10:51 | 08:02 |
 | Warlock | 24 | 21.43% | 86.7 | 62.50% | +18.18% | -12.50% | +4.17% | 1.23% | 19:27 | 07:30 | 13:55 | 16:28 | 27:31 | 37:07 | 13:36 | 10:04 |
 | Chen | 7 | 25.00% | 85.5 | 71.43% | +14.29% | +28.57% | +28.57% | 0.00% | 14:18 | 05:15 | 07:20 | 13:10 | 16:30 | 30:51 | 09:10 | 06:47 |
 | Ancient Apparition | 49 | 16.84% | 84.3 | 59.18% | +4.22% | -17.51% | +15.82% | 3.81% | 22:05 | 08:13 | 16:52 | 19:34 | 25:37 | 43:50 | 08:45 | 06:28 |
 | Tidehunter | 104 | 34.78% | 83.1 | 53.85% | +2.57% | -3.85% | 0.00% | 0.52% | 19:22 | 05:05 | 15:28 | 18:17 | 22:55 | 35:21 | 07:27 | 05:31 |
 | Visage | 10 | 45.45% | 81.9 | 60.00% | +35.00% | -26.67% | -60.00% | -14.81% | 08:42 | 05:46 | 06:55 | 08:43 | 09:10 | 12:43 | 02:15 | 01:40 |
 | Omniknight | 10 | 43.48% | 80.7 | 60.00% | +13.85% | +6.67% | -10.00% | -3.45% | 16:08 | 09:38 | 11:41 | 13:02 | 16:31 | 32:01 | 04:50 | 03:34 |
 | Keeper of the Light | 12 | 5.77% | 79.5 | 75.00% | +22.96% | +25.00% | -8.33% | -3.18% | 22:35 | 00:49 | 16:11 | 20:50 | 26:39 | 42:14 | 10:28 | 07:45 |
 | Centaur Warrunner | 27 | 8.65% | 78.3 | 62.96% | +12.78% | +8.47% | +8.47% | 0.00% | 23:04 | 17:17 | 20:08 | 22:25 | 23:20 | 34:52 | 03:12 | 02:22 |
 | Phoenix | 17 | 3.69% | 77.1 | 70.59% | +17.21% | +4.41% | +4.41% | 0.00% | 21:53 | 14:09 | 16:36 | 22:07 | 26:04 | 28:36 | 09:28 | 07:00 |
 | Tusk | 72 | 19.62% | 75.9 | 52.78% | +2.95% | +13.89% | -13.89% | -2.82% | 19:35 | 09:17 | 14:21 | 17:11 | 24:13 | 41:38 | 09:52 | 07:18 |
 | Witch Doctor | 23 | 12.57% | 74.7 | 60.87% | +14.62% | +5.80% | +22.46% | 1.39% | 23:34 | 09:13 | 14:44 | 23:01 | 26:45 | 55:47 | 12:01 | 08:54 |
 | Alchemist | 25 | 22.32% | 73.5 | 56.00% | +11.17% | -6.00% | +10.67% | 2.05% | 19:55 | 07:38 | 14:50 | 19:56 | 22:58 | 33:37 | 08:08 | 06:01 |
 | Abaddon | 113 | 38.18% | 72.3 | 47.79% | -1.39% | +5.78% | -1.36% | -0.82% | 21:51 | 07:58 | 17:25 | 20:50 | 26:10 | 39:45 | 08:45 | 06:28 |
 | Invoker | 19 | 8.23% | 71.1 | 63.16% | +9.39% | +16.84% | +16.84% | 0.00% | 17:29 | 09:14 | 14:12 | 17:29 | 20:04 | 26:15 | 05:52 | 04:20 |
 | Enigma | 19 | 16.24% | 69.9 | 57.89% | +8.91% | +22.11% | -17.89% | -4.72% | 12:29 | 03:21 | 06:19 | 12:05 | 14:47 | 27:20 | 08:28 | 06:16 |
 | Bloodseeker | 16 | 8.79% | 68.7 | 62.50% | +16.72% | +37.50% | -62.50% | -17.39% | 19:23 | 08:25 | 16:01 | 18:50 | 21:46 | 31:05 | 05:45 | 04:15 |
 | Mars | 33 | 5.62% | 67.5 | 57.58% | +10.65% | -7.58% | +4.92% | 1.24% | 26:23 | 12:04 | 20:32 | 26:46 | 30:37 | 38:08 | 10:05 | 07:28 |
 | Doom | 10 | 6.21% | 66.3 | 70.00% | +19.01% | -36.67% | +30.00% | 3.61% | 17:28 | 06:52 | 11:06 | 13:18 | 29:33 | 33:52 | 18:27 | 13:40 |
 | Treant Protector | 42 | 37.50% | 65.1 | 47.62% | +3.33% | -20.35% | +12.38% | 3.04% | 22:24 | 06:29 | 16:07 | 20:57 | 26:52 | 41:59 | 10:45 | 07:57 |
 | Undying | 24 | 17.78% | 63.9 | 54.17% | +20.84% | -4.17% | -20.84% | -2.75% | 21:50 | 10:06 | 16:07 | 20:09 | 22:11 | 41:20 | 06:04 | 04:29 |
 | Mirana | 86 | 24.36% | 62.7 | 46.51% | -7.05% | -5.60% | -3.65% | 0.15% | 21:10 | 03:47 | 12:50 | 20:52 | 25:36 | 52:53 | 12:46 | 09:27 |
 | Broodmother | 23 | 24.73% | 61.4 | 52.17% | -0.69% | -18.84% | -18.84% | 0.00% | 16:18 | 03:36 | 08:47 | 16:18 | 20:14 | 31:34 | 11:27 | 08:28 |
 | Nyx Assassin | 9 | 2.00% | 60.2 | 77.78% | +23.69% | +22.22% | -27.78% | 0.00% | 27:03 | 19:17 | 20:59 | 26:29 | 30:38 | 34:55 | 09:39 | 07:08 |
 | Nature's Prophet | 38 | 18.81% | 59.0 | 50.00% | -1.83% | -10.00% | +16.67% | 2.16% | 17:40 | 06:53 | 09:50 | 18:54 | 22:12 | 33:30 | 12:22 | 09:09 |
 | Slardar | 11 | 9.02% | 57.8 | 63.64% | +5.98% | +36.36% | +36.36% | 0.00% | 22:58 | 14:31 | 18:43 | 20:19 | 26:16 | 36:50 | 07:33 | 05:35 |
 | Grimstroke | 22 | 4.81% | 56.6 | 59.09% | +16.56% | +7.58% | +0.91% | -0.53% | 21:20 | 09:33 | 13:27 | 18:32 | 26:02 | 46:36 | 12:35 | 09:19 |
 | Underlord | 34 | 27.20% | 55.4 | 47.06% | -0.19% | -13.73% | +15.44% | 2.53% | 25:38 | 13:17 | 21:03 | 22:28 | 32:34 | 43:12 | 11:31 | 08:31 |
 | Legion Commander | 23 | 15.44% | 54.2 | 52.17% | +7.73% | -2.17% | +14.50% | 2.08% | 17:02 | 08:00 | 11:29 | 16:30 | 19:29 | 46:58 | 08:00 | 05:55 |
 | Death Prophet | 45 | 11.81% | 53.0 | 48.89% | -2.60% | -3.44% | +5.66% | 1.08% | 17:27 | 08:28 | 12:43 | 15:29 | 21:07 | 38:45 | 08:24 | 06:13 |
 | Ogre Magi | 19 | 20.88% | 51.8 | 47.37% | -5.41% | -7.37% | -7.37% | 0.00% | 21:25 | 15:16 | 16:42 | 20:33 | 22:59 | 36:44 | 06:17 | 04:39 |
 | Viper | 17 | 8.67% | 50.6 | 52.94% | +2.10% | +22.06% | +22.06% | 0.00% | 22:29 | 12:45 | 15:10 | 22:55 | 24:09 | 36:33 | 08:59 | 06:39 |
 | Bounty Hunter | 10 | 26.32% | 49.4 | 50.00% | +7.14% | +16.67% | 0.00% | -3.13% | 18:17 | 13:10 | 14:14 | 15:17 | 19:34 | 31:07 | 05:20 | 03:57 |
 | Night Stalker | 9 | 14.29% | 48.2 | 55.56% | +11.12% | -5.56% | -5.56% | 0.00% | 14:47 | 08:23 | 09:06 | 12:34 | 18:01 | 27:11 | 08:55 | 06:36 |
 | Dark Seer | 15 | 8.52% | 47.0 | 53.33% | +4.26% | -3.33% | -3.33% | 0.00% | 27:35 | 15:41 | 22:35 | 27:49 | 32:45 | 38:33 | 10:10 | 07:31 |
 | Earth Spirit | 11 | 2.67% | 45.8 | 54.55% | +10.41% | +12.12% | +12.12% | 0.00% | 32:01 | 22:51 | 26:21 | 28:59 | 32:37 | 47:16 | 06:16 | 04:38 |
 | Dazzle | 8 | 36.36% | 44.6 | 37.50% | -12.50% | +12.50% | -37.50% | -3.36% | 19:30 | 09:46 | 10:09 | 19:52 | 25:03 | 27:01 | 14:54 | 11:02 |
 | Dark Willow | 2 | 1.06% | 43.4 | 100.00% | +50.54% | 0.00% | 0.00% | 0.00% | 15:17 | 15:04 | 15:04 | 15:30 | 15:30 | 15:30 | 00:26 | 00:19 |
 | Luna | 2 | 1.04% | 42.2 | 100.00% | +52.88% | 0.00% | 0.00% | 0.00% | 22:02 | 15:44 | 15:44 | 28:20 | 28:20 | 28:20 | 12:36 | 09:20 |
 | Ember Spirit | 2 | 0.68% | 41.0 | 100.00% | +51.19% | 0.00% | 0.00% | 0.00% | 21:07 | 16:52 | 16:52 | 25:21 | 25:21 | 25:21 | 08:29 | 06:17 |
 | Gyrocopter | 8 | 4.47% | 39.8 | 50.00% | +6.14% | 0.00% | 0.00% | 0.00% | 23:54 | 14:33 | 15:31 | 23:34 | 28:31 | 33:02 | 13:00 | 09:37 |
 | Lich | 1 | 5.26% | 38.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 34:38 | 00:00 | 00:00 |
 | Kunkka | 9 | 7.89% | 37.3 | 44.44% | -13.66% | -44.44% | -44.44% | 0.00% | 16:35 | 09:56 | 10:10 | 18:23 | 19:41 | 25:05 | 09:31 | 07:02 |
 | Bane | 1 | 4.17% | 36.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 18:51 | 00:00 | 00:00 |
 | Leshrac | 8 | 2.81% | 34.9 | 50.00% | +2.35% | 0.00% | +50.00% | 0.00% | 24:36 | 14:27 | 16:54 | 21:44 | 31:59 | 34:17 | 15:05 | 11:10 |
 | Lycan | 3 | 2.78% | 33.7 | 66.67% | +14.29% | -66.67% | 0.00% | 0.00% | 26:25 | 17:37 | 17:37 | 29:29 | 32:08 | 32:08 | 14:31 | 10:45 |
 | Necrophos | 4 | 9.30% | 32.5 | 50.00% | -8.97% | +50.00% | +50.00% | 0.00% | 22:05 | 20:50 | 20:50 | 21:20 | 21:55 | 24:15 | 01:05 | 00:48 |
 | Clockwerk | 26 | 10.04% | 31.3 | 26.92% | -29.73% | +1.65% | +23.08% | 2.17% | 20:37 | 12:09 | 15:25 | 19:09 | 25:18 | 33:26 | 09:53 | 07:19 |
 | Oracle | 3 | 0.97% | 30.1 | 66.67% | +13.58% | +33.33% | 0.00% | 0.00% | 18:53 | 18:38 | 18:38 | 18:51 | 19:09 | 19:09 | 00:31 | 00:22 |
 | Spirit Breaker | 5 | 9.26% | 28.9 | 40.00% | +3.27% | -40.00% | -40.00% | 0.00% | 18:32 | 15:22 | 15:22 | 18:49 | 20:41 | 20:44 | 05:19 | 03:56 |
 | Sven | 1 | 1.25% | 27.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 0.87% | 26.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 30:43 | 00:00 | 00:00 |
 | Clinkz | 3 | 27.27% | 25.3 | 33.33% | -4.17% | -33.33% | 0.00% | 0.00% | 07:16 | 03:37 | 03:37 | 08:47 | 09:23 | 09:23 | 05:46 | 04:16 |
 | Razor | 1 | 0.78% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:35 | 10:35 | 10:35 | 10:35 | 10:35 | 10:35 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.68% | 22.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |
 | Axe | 1 | 0.49% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 16:11 | 00:00 | 00:00 |
 | Rubick | 4 | 1.32% | 20.5 | 50.00% | +6.38% | -50.00% | +50.00% | 0.00% | 26:56 | 12:06 | 12:06 | 27:22 | 28:01 | 40:13 | 15:55 | 11:47 |
 | Timbersaw | 4 | 1.29% | 19.3 | 50.00% | -1.48% | -50.00% | +50.00% | 0.00% | 20:32 | 16:11 | 16:11 | 17:41 | 18:51 | 29:26 | 02:40 | 01:58 |
 | Void Spirit | 1 | 0.20% | 18.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 18:01 | 00:00 | 00:00 |
 | Sand King | 2 | 1.11% | 16.9 | 50.00% | +1.69% | +50.00% | 0.00% | 0.00% | 27:05 | 22:44 | 22:44 | 31:26 | 31:26 | 31:26 | 08:42 | 06:26 |
 | Pangolier | 2 | 0.67% | 15.7 | 50.00% | -0.34% | -50.00% | 0.00% | 0.00% | 25:39 | 25:02 | 25:02 | 26:16 | 26:16 | 26:16 | 01:14 | 00:54 |
 | Winter Wyvern | 3 | 1.70% | 14.5 | 33.33% | -16.38% | +66.67% | 0.00% | 0.00% | 29:33 | 18:53 | 18:53 | 31:20 | 38:25 | 38:25 | 19:32 | 14:28 |
 | Tiny | 5 | 1.47% | 13.3 | 20.00% | -27.60% | -20.00% | -20.00% | 0.00% | 28:30 | 22:13 | 22:13 | 25:49 | 32:43 | 37:25 | 10:30 | 07:46 |
 | Jakiro | 3 | 8.11% | 12.0 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 19:24 | 16:25 | 16:25 | 20:17 | 21:31 | 21:31 | 05:06 | 03:46 |
 | Monkey King | 2 | 0.82% | 10.8 | 0.00% | -52.48% | 0.00% | 0.00% | 0.00% | 15:34 | 12:02 | 12:02 | 19:05 | 19:05 | 19:05 | 07:03 | 05:13 |
 | Dragon Knight | 1 | 0.37% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 21:20 | 00:00 | 00:00 |
 | Batrider | 1 | 0.46% | 8.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 0.88% | 7.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 49:10 | 00:00 | 00:00 |
 | Brewmaster | 1 | 1.19% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 16:37 | 00:00 | 00:00 |
 | Weaver | 1 | 0.93% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 07:30 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 0.38% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 21:46 | 00:00 | 00:00 |
 | Lina | 1 | 0.39% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 13:44 | 00:00 | 00:00 |
 | Lion | 1 | 0.18% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 27:28 | 00:00 | 00:00 |