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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 | 705 | 11.44% | 62.8 | 54.89% | +7.20% | +12.16% | -2.62% | -2.28% | 15:03 | 04:17 | 11:17 | 13:56 | 17:46 | 48:27 | 04:48 |
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 | 8 | 61.54% | 100.0 | 87.50% | +47.50% | -37.50% | +12.50% | 17.54% | 14:39 | 11:04 | 12:08 | 14:10 | 14:59 | 19:41 | 02:51 | 02:06 |
 | Dawnbreaker | 14 | 63.64% | 98.0 | 78.57% | +53.57% | +21.43% | -11.90% | -13.98% | 12:02 | 08:54 | 10:37 | 11:34 | 13:00 | 18:02 | 02:23 | 01:45 |
 | Oracle | 3 | 21.43% | 96.1 | 100.00% | +36.36% | 0.00% | 0.00% | 0.00% | 26:10 | 14:18 | 14:18 | 15:45 | 48:27 | 48:27 | 34:09 | 25:17 |
 | Dark Seer | 36 | 75.00% | 94.1 | 58.33% | 0.00% | +30.56% | -2.77% | -7.07% | 13:15 | 08:41 | 10:16 | 11:46 | 14:59 | 28:32 | 04:43 | 03:29 |
 | Mirana | 57 | 38.26% | 92.2 | 61.40% | +2.70% | -11.40% | +2.89% | 2.82% | 18:39 | 11:32 | 15:40 | 17:45 | 20:44 | 40:25 | 05:04 | 03:45 |
 | Underlord | 29 | 34.52% | 90.2 | 62.07% | +7.52% | +9.36% | -4.93% | -2.46% | 16:07 | 08:53 | 12:55 | 15:03 | 18:44 | 25:06 | 05:49 | 04:18 |
 | Keeper of the Light | 45 | 35.16% | 88.2 | 60.00% | +8.19% | +12.73% | +3.64% | -1.08% | 12:32 | 04:17 | 07:57 | 13:19 | 16:21 | 28:36 | 08:24 | 06:13 |
 | Venomancer | 9 | 40.91% | 86.3 | 66.67% | +5.13% | +33.33% | -66.67% | -36.36% | 13:55 | 10:32 | 11:08 | 13:18 | 13:53 | 22:10 | 02:45 | 02:02 |
 | Io | 48 | 68.57% | 84.3 | 54.17% | +4.17% | +20.83% | -12.50% | -6.73% | 15:43 | 09:35 | 12:25 | 15:30 | 17:22 | 26:44 | 04:57 | 03:40 |
 | Enigma | 39 | 79.59% | 82.4 | 51.28% | +31.28% | +8.72% | +8.72% | 0.00% | 11:05 | 08:33 | 10:04 | 10:46 | 11:20 | 20:41 | 01:16 | 00:56 |
 | Death Prophet | 61 | 58.65% | 80.4 | 52.46% | +15.25% | +20.87% | -25.79% | -21.37% | 11:53 | 09:07 | 10:36 | 11:27 | 12:47 | 16:58 | 02:11 | 01:37 |
 | Chen | 26 | 83.87% | 78.4 | 50.00% | -30.00% | +7.14% | -16.67% | -16.61% | 10:45 | 07:37 | 10:00 | 10:32 | 11:26 | 14:48 | 01:26 | 01:03 |
 | Techies | 15 | 31.25% | 76.5 | 60.00% | +14.55% | +15.00% | -10.00% | -9.09% | 19:51 | 13:29 | 17:02 | 18:11 | 19:47 | 29:08 | 02:45 | 02:02 |
 | Broodmother | 51 | 89.47% | 74.5 | 47.06% | -2.94% | +14.48% | +6.79% | -1.95% | 14:21 | 09:37 | 12:00 | 13:11 | 15:57 | 22:02 | 03:57 | 02:55 |
 | Visage | 10 | 35.71% | 72.5 | 60.00% | +4.44% | +6.67% | +40.00% | 0.00% | 17:07 | 10:53 | 12:12 | 15:29 | 20:22 | 27:39 | 08:10 | 06:02 |
 | Snapfire | 61 | 48.03% | 70.6 | 49.18% | +12.82% | +17.49% | -9.18% | -3.73% | 14:46 | 08:17 | 11:01 | 13:17 | 18:10 | 30:02 | 07:09 | 05:17 |
 | Necrophos | 1 | 25.00% | 68.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Tidehunter | 24 | 46.15% | 66.7 | 50.00% | +7.14% | +16.67% | -16.67% | -12.91% | 13:52 | 10:21 | 12:07 | 13:14 | 14:42 | 22:53 | 02:35 | 01:54 |
 | Doom | 30 | 22.56% | 64.7 | 53.33% | -3.95% | +34.17% | -10.47% | -9.60% | 13:51 | 08:06 | 11:11 | 12:53 | 15:50 | 22:38 | 04:39 | 03:26 |
 | Beastmaster | 26 | 15.76% | 62.7 | 50.00% | -7.55% | +7.14% | +16.67% | 1.25% | 17:29 | 10:45 | 13:10 | 15:37 | 20:47 | 32:15 | 07:37 | 05:38 |
 | Magnus | 5 | 23.81% | 60.8 | 60.00% | +22.50% | +40.00% | +40.00% | 0.00% | 11:27 | 08:47 | 08:47 | 10:34 | 11:44 | 16:10 | 02:57 | 02:11 |
 | Undying | 23 | 17.04% | 58.8 | 47.83% | +0.51% | +18.84% | +2.17% | -3.83% | 22:06 | 11:37 | 19:40 | 22:03 | 24:01 | 31:40 | 04:21 | 03:13 |
 | Hoodwink | 4 | 8.33% | 56.9 | 75.00% | +40.91% | +25.00% | +25.00% | 0.00% | 24:06 | 19:07 | 19:07 | 22:50 | 25:57 | 28:30 | 06:50 | 05:03 |
 | Pangolier | 10 | 6.99% | 54.9 | 60.00% | +2.86% | -26.67% | -10.00% | 0.00% | 15:01 | 09:53 | 12:31 | 13:54 | 16:45 | 23:57 | 04:14 | 03:08 |
 | Pugna | 2 | 4.00% | 52.9 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 21:15 | 16:34 | 16:34 | 25:55 | 25:55 | 25:55 | 09:21 | 06:55 |
 | Rubick | 17 | 6.32% | 51.0 | 52.94% | +7.70% | -2.94% | -2.94% | 0.00% | 18:37 | 09:44 | 15:21 | 16:40 | 20:30 | 31:43 | 05:09 | 03:48 |
 | Warlock | 1 | 12.50% | 49.0 | 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 |
 | Leshrac | 4 | 4.82% | 47.1 | 75.00% | +23.10% | +25.00% | +25.00% | 0.00% | 10:59 | 09:53 | 09:53 | 11:07 | 11:10 | 11:46 | 01:17 | 00:57 |
 | Timbersaw | 8 | 11.76% | 45.1 | 50.00% | -1.67% | +50.00% | -50.00% | 0.00% | 14:03 | 10:02 | 11:00 | 14:30 | 15:43 | 17:54 | 04:43 | 03:29 |
 | Jakiro | 3 | 9.68% | 43.1 | 66.67% | +34.53% | -66.67% | 0.00% | 0.00% | 20:50 | 13:08 | 13:08 | 23:58 | 25:25 | 25:25 | 12:17 | 09:05 |
 | Centaur Warrunner | 3 | 8.33% | 41.2 | 66.67% | +45.46% | -66.67% | 0.00% | 0.00% | 19:58 | 15:33 | 15:33 | 18:26 | 25:56 | 25:56 | 10:23 | 07:41 |
 | Lich | 1 | 3.85% | 39.2 | 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 |
 | Ogre Magi | 2 | 20.00% | 37.3 | 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 |
 | Skywrath Mage | 1 | 1.82% | 35.3 | 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 |
 | Alchemist | 1 | 1.00% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |
 | Clockwerk | 1 | 0.74% | 31.4 | 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 |
 | Storm Spirit | 1 | 0.68% | 29.4 | 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 |
 | Ancient Apparition | 3 | 23.08% | 27.5 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 19:00 | 17:53 | 17:53 | 18:28 | 20:38 | 20:38 | 02:45 | 02:02 |
 | Brewmaster | 2 | 8.33% | 25.5 | 50.00% | +13.64% | +50.00% | 0.00% | 0.00% | 14:38 | 11:14 | 11:14 | 18:01 | 18:01 | 18:01 | 06:47 | 05:01 |
 | Phoenix | 2 | 3.57% | 23.5 | 50.00% | +1.85% | -50.00% | 0.00% | 0.00% | 13:43 | 12:15 | 12:15 | 15:11 | 15:11 | 15:11 | 02:56 | 02:10 |
 | Treant Protector | 3 | 5.88% | 21.6 | 33.33% | -10.42% | +66.67% | 0.00% | -7.14% | 20:30 | 15:57 | 15:57 | 20:16 | 25:17 | 25:17 | 09:20 | 06:54 |
 | Primal Beast | 4 | 4.17% | 19.6 | 25.00% | -20.65% | +75.00% | -25.00% | 0.00% | 13:30 | 11:21 | 11:21 | 14:02 | 14:15 | 14:23 | 02:54 | 02:08 |
 | Enchantress | 3 | 2.04% | 17.6 | 0.00% | -51.39% | 0.00% | 0.00% | 0.00% | 16:41 | 14:18 | 14:18 | 16:11 | 19:34 | 19:34 | 05:16 | 03:54 |
 | Crystal Maiden | 1 | 0.85% | 15.7 | 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 |
 | Bounty Hunter | 1 | 2.70% | 13.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 16:58 | 00:00 | 00:00 |
 | Dazzle | 1 | 11.11% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 27:44 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 5.56% | 9.8 | 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 |
 | Omniknight | 1 | 12.50% | 7.8 | 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 |
 | Nature's Prophet | 1 | 0.85% | 5.9 | 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 |
 | Dragon Knight | 1 | 1.28% | 3.9 | 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 |
 | Disruptor | 1 | 0.44% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 16:29 | 00:00 | 00:00 |