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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 | |
 | Mekansm | 1153 | 11.23% | 64.3 | 55.33% | +7.62% | +7.17% | -1.16% | -1.32% | 15:02 | 04:17 | 11:17 | 13:53 | 17:36 | 50:43 | 04:40 |
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 | |
 | Witch Doctor | 11 | 68.75% | 100.0 | 72.73% | +32.73% | -39.40% | -6.06% | 7.72% | 15:17 | 11:04 | 12:22 | 14:56 | 16:41 | 20:37 | 04:19 | 03:11 |
 | Dawnbreaker | 27 | 48.21% | 98.2 | 66.67% | +18.39% | +4.76% | +4.76% | 0.00% | 12:36 | 08:54 | 10:37 | 11:34 | 12:41 | 26:19 | 02:04 | 01:31 |
 | Mirana | 116 | 43.45% | 96.4 | 60.34% | +2.72% | +8.63% | +5.18% | -0.78% | 18:29 | 11:32 | 16:06 | 17:44 | 20:33 | 40:25 | 04:27 | 03:17 |
 | Underlord | 42 | 36.84% | 94.5 | 61.90% | +6.34% | +1.74% | -1.90% | -0.81% | 15:41 | 08:53 | 12:54 | 14:25 | 17:25 | 25:06 | 04:31 | 03:20 |
 | Venomancer | 10 | 30.30% | 92.7 | 70.00% | +9.13% | +30.00% | -70.00% | -26.09% | 14:06 | 10:32 | 11:59 | 13:18 | 15:49 | 22:10 | 03:50 | 02:50 |
 | Dark Seer | 49 | 79.03% | 90.9 | 55.10% | -6.44% | +19.90% | -5.10% | -6.91% | 13:01 | 08:41 | 10:30 | 12:02 | 14:07 | 28:32 | 03:37 | 02:40 |
 | Keeper of the Light | 52 | 34.90% | 89.1 | 59.62% | +10.14% | +9.61% | +9.61% | 0.00% | 12:22 | 04:17 | 07:51 | 11:42 | 16:21 | 28:36 | 08:30 | 06:17 |
 | Death Prophet | 125 | 60.39% | 87.3 | 54.40% | +9.28% | +16.57% | -15.69% | -13.54% | 11:50 | 07:32 | 10:36 | 11:29 | 12:59 | 16:58 | 02:23 | 01:45 |
 | Doom | 62 | 24.60% | 85.5 | 58.06% | +14.38% | +23.19% | -18.06% | -11.25% | 13:44 | 08:06 | 11:43 | 13:29 | 15:23 | 22:38 | 03:40 | 02:42 |
 | Snapfire | 121 | 50.00% | 83.6 | 52.89% | +12.39% | +10.44% | -2.89% | -1.91% | 14:51 | 08:17 | 10:49 | 13:21 | 17:47 | 36:32 | 06:58 | 05:09 |
 | Magnus | 11 | 34.38% | 81.8 | 63.64% | +25.54% | +3.03% | +3.03% | 0.00% | 11:57 | 08:47 | 10:00 | 11:38 | 12:44 | 16:17 | 02:44 | 02:01 |
 | Enigma | 59 | 80.82% | 80.0 | 50.85% | +15.14% | +22.48% | -10.85% | -16.67% | 10:59 | 08:10 | 09:36 | 10:43 | 11:36 | 20:41 | 02:00 | 01:28 |
 | Chen | 42 | 87.50% | 78.2 | 50.00% | -16.67% | -4.55% | 0.00% | 1.96% | 10:33 | 07:37 | 09:05 | 10:26 | 11:24 | 18:31 | 02:19 | 01:42 |
 | Centaur Warrunner | 6 | 8.82% | 76.4 | 83.33% | +41.39% | -33.33% | +16.67% | 0.00% | 24:44 | 15:33 | 18:26 | 24:41 | 27:36 | 36:13 | 09:10 | 06:47 |
 | Io | 59 | 68.60% | 74.5 | 50.85% | +6.41% | +15.82% | -24.18% | -8.60% | 16:08 | 09:35 | 13:24 | 15:30 | 18:03 | 29:03 | 04:39 | 03:26 |
 | Broodmother | 73 | 89.02% | 72.7 | 47.95% | +3.51% | +24.27% | +2.05% | -5.01% | 14:24 | 09:27 | 12:02 | 13:26 | 16:28 | 22:06 | 04:26 | 03:17 |
 | Visage | 22 | 40.74% | 70.9 | 54.55% | +7.67% | +12.12% | +25.45% | 1.86% | 14:45 | 09:35 | 10:53 | 13:26 | 18:02 | 27:39 | 07:09 | 05:17 |
 | Pangolier | 22 | 9.13% | 69.1 | 63.64% | +8.39% | +3.03% | +16.36% | 3.15% | 16:58 | 09:53 | 12:31 | 13:56 | 16:45 | 50:43 | 04:14 | 03:08 |
 | Necrophos | 4 | 23.53% | 67.3 | 75.00% | +36.54% | +25.00% | -75.00% | -36.14% | 12:22 | 10:18 | 10:18 | 12:56 | 13:04 | 13:08 | 02:46 | 02:02 |
 | Tidehunter | 31 | 43.66% | 65.5 | 51.61% | +6.61% | -1.61% | -1.61% | 0.00% | 14:18 | 09:52 | 12:07 | 13:34 | 14:42 | 28:24 | 02:35 | 01:54 |
 | Jakiro | 8 | 8.42% | 63.6 | 75.00% | +29.02% | -75.00% | +25.00% | 0.00% | 19:18 | 13:08 | 16:13 | 18:12 | 21:53 | 25:25 | 05:40 | 04:11 |
 | Undying | 36 | 16.36% | 61.8 | 55.56% | +10.99% | 0.00% | -11.12% | -2.18% | 21:00 | 11:37 | 18:20 | 20:59 | 23:26 | 31:40 | 05:06 | 03:46 |
 | Ancient Apparition | 6 | 25.00% | 60.0 | 66.67% | +16.67% | +33.33% | +33.33% | 0.00% | 17:30 | 11:52 | 12:35 | 17:53 | 20:38 | 23:35 | 08:03 | 05:57 |
 | Techies | 20 | 23.26% | 58.2 | 55.00% | +17.12% | +25.00% | -15.00% | -9.96% | 20:09 | 13:29 | 17:02 | 18:47 | 21:03 | 29:08 | 04:01 | 02:58 |
 | Beastmaster | 29 | 11.65% | 56.4 | 55.17% | +0.17% | +1.97% | +16.26% | 2.11% | 17:11 | 10:45 | 12:37 | 15:37 | 19:24 | 32:15 | 06:47 | 05:01 |
 | Oracle | 4 | 16.00% | 54.5 | 75.00% | +13.10% | +25.00% | +25.00% | 0.00% | 25:19 | 14:18 | 14:18 | 15:45 | 22:47 | 48:27 | 08:29 | 06:17 |
 | Leshrac | 5 | 3.94% | 52.7 | 80.00% | +30.82% | +20.00% | +20.00% | 0.00% | 10:57 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Rubick | 35 | 7.56% | 50.9 | 45.71% | -1.49% | +20.96% | -1.27% | -6.77% | 18:23 | 09:44 | 15:57 | 17:20 | 19:14 | 31:43 | 03:17 | 02:25 |
 | Dazzle | 3 | 18.75% | 49.1 | 66.67% | +28.21% | +33.33% | 0.00% | -2.49% | 28:55 | 22:48 | 22:48 | 27:44 | 36:12 | 36:12 | 13:24 | 09:55 |
 | Pugna | 2 | 3.39% | 47.3 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 21:15 | 16:34 | 16:34 | 25:55 | 25:55 | 25:55 | 09:21 | 06:55 |
 | Hoodwink | 4 | 4.44% | 45.5 | 75.00% | +38.95% | +25.00% | +25.00% | 0.00% | 24:06 | 19:07 | 19:07 | 22:50 | 25:57 | 28:30 | 06:50 | 05:03 |
 | Timbersaw | 9 | 7.89% | 43.6 | 55.56% | +8.89% | +44.44% | -5.56% | 0.00% | 14:58 | 10:02 | 11:00 | 15:20 | 15:48 | 22:24 | 04:48 | 03:33 |
 | Warlock | 1 | 7.14% | 41.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 18:13 | 00:00 | 00:00 |
 | Lich | 1 | 2.22% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Alchemist | 4 | 3.01% | 38.2 | 50.00% | -9.69% | -50.00% | -50.00% | 0.00% | 17:58 | 08:16 | 08:16 | 16:45 | 22:26 | 24:24 | 14:10 | 10:29 |
 | Skywrath Mage | 1 | 1.04% | 36.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 17:01 | 00:00 | 00:00 |
 | Ogre Magi | 2 | 11.11% | 34.5 | 50.00% | +12.50% | +50.00% | 0.00% | 0.00% | 20:58 | 19:02 | 19:02 | 22:53 | 22:53 | 22:53 | 03:51 | 02:51 |
 | Primal Beast | 9 | 5.00% | 32.7 | 33.33% | -14.62% | +16.67% | -33.33% | 0.00% | 13:29 | 10:30 | 11:09 | 14:02 | 14:15 | 18:06 | 03:06 | 02:17 |
 | Storm Spirit | 1 | 0.49% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 11:40 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.40% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 15:09 | 00:00 | 00:00 |
 | Viper | 2 | 6.90% | 27.3 | 50.00% | -12.96% | -50.00% | 0.00% | 0.00% | 15:24 | 13:09 | 13:09 | 17:39 | 17:39 | 17:39 | 04:30 | 03:20 |
 | Brewmaster | 2 | 5.71% | 25.5 | 50.00% | +7.58% | +50.00% | 0.00% | 0.00% | 14:38 | 11:14 | 11:14 | 18:01 | 18:01 | 18:01 | 06:47 | 05:01 |
 | Phoenix | 2 | 2.30% | 23.6 | 50.00% | +5.29% | -50.00% | 0.00% | 0.00% | 13:43 | 12:15 | 12:15 | 15:11 | 15:11 | 15:11 | 02:56 | 02:10 |
 | Bounty Hunter | 3 | 4.41% | 21.8 | 33.33% | -25.13% | +66.67% | 0.00% | 0.00% | 18:54 | 11:16 | 11:16 | 16:58 | 28:28 | 28:28 | 17:12 | 12:44 |
 | Treant Protector | 3 | 3.19% | 20.0 | 33.33% | -10.63% | +66.67% | 0.00% | 0.00% | 20:30 | 15:57 | 15:57 | 20:16 | 25:17 | 25:17 | 09:20 | 06:54 |
 | Disruptor | 2 | 0.51% | 18.2 | 50.00% | -3.30% | -50.00% | 0.00% | 0.00% | 17:18 | 16:29 | 16:29 | 18:06 | 18:06 | 18:06 | 01:37 | 01:11 |
 | Batrider | 3 | 2.91% | 16.4 | 33.33% | -9.67% | +66.67% | 0.00% | 0.00% | 11:58 | 10:33 | 10:33 | 10:41 | 14:41 | 14:41 | 04:08 | 03:03 |
 | Sand King | 1 | 5.56% | 14.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 22:56 | 00:00 | 00:00 |
 | Omniknight | 1 | 8.33% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 12:59 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.60% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 38:20 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 0.52% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 14:21 | 00:00 | 00:00 |
 | Enchantress | 4 | 1.69% | 7.3 | 0.00% | -45.92% | 0.00% | 0.00% | 0.00% | 20:42 | 14:18 | 14:18 | 16:11 | 19:34 | 32:46 | 05:16 | 03:54 |
 | Dark Willow | 1 | 3.70% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 21:53 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 3.45% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 15:20 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.63% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |