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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 | |
 | Fluffy Hat | 369 | 27.13% | 63.9 | 49.86% | +9.50% | -6.38% | -4.21% | 0.17% | 17:19 | -01:29 | 09:50 | 15:35 | 22:37 | 51:14 | 09:28 |
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 | |
 | Ogre Magi | 8 | 88.89% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 16:05 | 08:55 | 10:25 | 12:46 | 18:10 | 27:23 | 07:45 | 05:44 |
 | Disruptor | 5 | 71.43% | 98.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 19:33 | 13:45 | 13:45 | 17:09 | 19:15 | 32:36 | 05:30 | 04:04 |
 | Io | 9 | 36.00% | 96.7 | 77.78% | +46.53% | -77.78% | +22.22% | 9.82% | 20:04 | 09:41 | 13:26 | 21:51 | 23:37 | 29:35 | 10:11 | 07:32 |
 | Warlock | 4 | 57.14% | 95.1 | 75.00% | +8.33% | +25.00% | +25.00% | 0.00% | 28:24 | 22:36 | 22:36 | 23:55 | 25:35 | 41:28 | 02:59 | 02:12 |
 | Techies | 5 | 100.00% | 93.4 | 60.00% | +60.00% | +40.00% | -60.00% | 0.00% | 19:16 | 15:46 | 15:46 | 19:01 | 20:44 | 21:53 | 04:58 | 03:40 |
 | Winter Wyvern | 11 | 29.73% | 91.8 | 72.73% | +30.42% | -6.06% | +27.27% | 1.87% | 23:18 | 09:01 | 12:27 | 15:42 | 30:17 | 51:14 | 17:50 | 13:12 |
 | Enchantress | 30 | 100.00% | 90.2 | 56.67% | +56.67% | -6.67% | +0.47% | 0.60% | 14:27 | -01:29 | 08:47 | 12:37 | 20:41 | 33:42 | 11:54 | 08:48 |
 | Pugna | 7 | 87.50% | 88.5 | 57.14% | +57.14% | +42.86% | +42.86% | 0.00% | 14:58 | 09:42 | 11:33 | 15:07 | 15:38 | 20:48 | 04:05 | 03:01 |
 | Bane | 5 | 22.73% | 86.9 | 80.00% | +21.18% | +20.00% | +20.00% | 0.00% | 12:50 | 04:01 | 04:01 | 12:40 | 20:29 | 21:38 | 16:28 | 12:11 |
 | Skywrath Mage | 17 | 62.96% | 85.2 | 58.82% | +28.82% | -8.82% | -8.82% | 0.00% | 20:13 | 08:30 | 15:04 | 18:08 | 25:25 | 37:28 | 10:21 | 07:40 |
 | Templar Assassin | 6 | 42.86% | 83.6 | 66.67% | +4.17% | +33.33% | +33.33% | 0.00% | 37:04 | 21:13 | 32:03 | 36:47 | 44:19 | 46:24 | 12:16 | 09:05 |
 | Grimstroke | 6 | 100.00% | 82.0 | 50.00% | +50.00% | -50.00% | +50.00% | 9.92% | 16:36 | 10:13 | 11:11 | 13:57 | 21:16 | 25:13 | 10:05 | 07:28 |
 | Snapfire | 24 | 63.16% | 80.3 | 54.17% | -2.97% | +12.50% | +29.16% | 2.00% | 14:45 | 06:16 | 09:48 | 12:20 | 18:09 | 28:58 | 08:21 | 06:11 |
 | Tiny | 19 | 33.93% | 78.7 | 57.89% | +3.84% | +42.11% | -17.89% | -12.72% | 23:30 | 18:35 | 20:55 | 24:10 | 25:38 | 28:13 | 04:43 | 03:29 |
 | Sven | 1 | 25.00% | 77.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 25.00% | 75.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 28:02 | 00:00 | 00:00 |
 | Terrorblade | 2 | 9.52% | 73.8 | 100.00% | +57.89% | 0.00% | 0.00% | 0.00% | 11:23 | 02:35 | 02:35 | 20:11 | 20:11 | 20:11 | 17:36 | 13:02 |
 | Treant Protector | 3 | 37.50% | 72.1 | 66.67% | -13.33% | +33.33% | 0.00% | -3.38% | 19:47 | 14:31 | 14:31 | 20:27 | 24:22 | 24:22 | 09:51 | 07:17 |
 | Viper | 12 | 50.00% | 70.5 | 50.00% | +16.67% | -16.67% | -16.67% | 0.00% | 18:01 | 04:12 | 09:22 | 13:40 | 23:03 | 51:05 | 13:41 | 10:08 |
 | Clockwerk | 20 | 66.67% | 68.9 | 45.00% | +15.00% | -5.00% | -5.00% | 0.00% | 15:30 | 08:26 | 11:54 | 13:24 | 15:35 | 26:59 | 03:41 | 02:43 |
 | Dawnbreaker | 16 | 36.36% | 67.2 | 50.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:43 | 03:13 | 08:00 | 11:12 | 15:19 | 19:23 | 07:19 | 05:25 |
 | Mirana | 9 | 69.23% | 65.6 | 44.44% | -30.56% | +5.56% | -44.44% | -7.77% | 21:26 | 14:12 | 16:11 | 20:59 | 22:37 | 34:00 | 06:26 | 04:45 |
 | Pangolier | 6 | 54.55% | 63.9 | 50.00% | -10.00% | 0.00% | -50.00% | -26.79% | 05:14 | 03:33 | 03:55 | 04:33 | 05:47 | 07:56 | 01:52 | 01:22 |
 | Tidehunter | 1 | 20.00% | 62.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 16:14 | 00:00 | 00:00 |
 | Weaver | 12 | 70.59% | 60.7 | 41.67% | -18.33% | +25.00% | -41.67% | -35.09% | 05:48 | 03:11 | 03:29 | 03:41 | 05:23 | 18:29 | 01:54 | 01:24 |
 | Phoenix | 3 | 27.27% | 59.0 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 14:54 | 08:11 | 08:11 | 13:32 | 22:59 | 22:59 | 14:48 | 10:57 |
 | Oracle | 2 | 66.67% | 57.4 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 15:33 | 13:30 | 13:30 | 17:35 | 17:35 | 17:35 | 04:05 | 03:01 |
 | Keeper of the Light | 9 | 45.00% | 55.7 | 44.44% | -10.11% | +5.56% | +5.56% | 0.00% | 13:53 | 04:16 | 09:01 | 14:12 | 16:41 | 21:27 | 07:40 | 05:40 |
 | Hoodwink | 12 | 48.00% | 54.1 | 41.67% | -12.18% | +25.00% | -8.34% | -2.00% | 19:42 | 07:50 | 09:42 | 15:02 | 26:24 | 46:09 | 16:42 | 12:22 |
 | Dazzle | 8 | 72.73% | 52.5 | 37.50% | +37.50% | -37.50% | +12.50% | 14.22% | 13:51 | 09:12 | 09:41 | 11:29 | 13:12 | 22:28 | 03:31 | 02:36 |
 | Ember Spirit | 11 | 57.89% | 50.8 | 36.36% | -13.64% | -3.03% | -36.36% | -14.08% | 07:36 | 04:43 | 05:45 | 07:13 | 08:07 | 11:00 | 02:22 | 01:45 |
 | Crystal Maiden | 2 | 50.00% | 49.2 | 50.00% | +50.00% | -50.00% | 0.00% | 5.71% | 12:12 | 07:49 | 07:49 | 16:34 | 16:34 | 16:34 | 08:45 | 06:28 |
 | Doom | 4 | 17.39% | 47.5 | 50.00% | +18.42% | +50.00% | +50.00% | 0.00% | 35:06 | 27:16 | 27:16 | 32:52 | 37:39 | 42:36 | 10:23 | 07:41 |
 | Razor | 5 | 31.25% | 45.9 | 40.00% | +3.64% | +60.00% | -40.00% | 0.00% | 05:58 | 03:55 | 03:55 | 06:04 | 06:33 | 07:38 | 02:38 | 01:57 |
 | Jakiro | 12 | 75.00% | 44.3 | 25.00% | 0.00% | +8.33% | +8.33% | 0.00% | 17:54 | 07:21 | 12:16 | 15:00 | 21:46 | 35:08 | 09:30 | 07:02 |
 | Abaddon | 3 | 60.00% | 42.6 | 33.33% | -16.67% | -33.33% | 0.00% | 2.25% | 21:04 | 15:16 | 15:16 | 17:50 | 30:06 | 30:06 | 14:50 | 10:59 |
 | Marci | 8 | 18.60% | 41.0 | 37.50% | -13.93% | -37.50% | -37.50% | 0.00% | 16:49 | 08:12 | 11:08 | 15:15 | 18:32 | 31:42 | 07:24 | 05:28 |
 | Zeus | 4 | 9.76% | 39.3 | 50.00% | +1.35% | +50.00% | -50.00% | 0.00% | 22:13 | 16:47 | 16:47 | 18:12 | 18:27 | 35:27 | 01:40 | 01:14 |
 | Rubick | 6 | 30.00% | 37.7 | 33.33% | -16.67% | +16.67% | -33.33% | 0.00% | 24:04 | 11:29 | 13:51 | 21:15 | 28:26 | 47:51 | 14:35 | 10:48 |
 | Underlord | 2 | 20.00% | 36.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 30:23 | 17:59 | 17:59 | 42:46 | 42:46 | 42:46 | 24:47 | 18:21 |
 | Medusa | 2 | 18.18% | 34.4 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 39:25 | 34:32 | 34:32 | 44:17 | 44:17 | 44:17 | 09:45 | 07:13 |
 | Bloodseeker | 2 | 15.38% | 32.8 | 50.00% | +31.82% | +50.00% | 0.00% | 0.00% | 03:55 | 03:36 | 03:36 | 04:13 | 04:13 | 04:13 | 00:37 | 00:27 |
 | Windranger | 4 | 40.00% | 31.1 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 31:11 | 20:10 | 20:10 | 26:01 | 29:59 | 48:35 | 09:49 | 07:16 |
 | Monkey King | 10 | 40.00% | 29.5 | 20.00% | -26.67% | +13.33% | -20.00% | -6.41% | 09:59 | 05:52 | 06:54 | 07:17 | 12:06 | 22:07 | 05:12 | 03:51 |
 | Centaur Warrunner | 3 | 20.00% | 27.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 25:49 | 24:14 | 24:14 | 26:03 | 27:09 | 27:09 | 02:55 | 02:09 |
 | Venomancer | 1 | 33.33% | 26.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:37 | 15:37 | 15:37 | 15:37 | 15:37 | 15:37 | 00:00 | 00:00 |
 | Silencer | 1 | 100.00% | 24.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 33.33% | 23.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 29:48 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 50.00% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 12:14 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 33.33% | 19.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 22:26 | 00:00 | 00:00 |
 | Puck | 1 | 1.79% | 18.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Alchemist | 1 | 4.76% | 16.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 28:04 | 00:00 | 00:00 |
 | Dragon Knight | 2 | 11.76% | 14.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 27:18 | 22:36 | 22:36 | 31:59 | 31:59 | 31:59 | 09:23 | 06:57 |
 | Lone Druid | 1 | 33.33% | 13.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 02:27 | 00:00 | 00:00 |
 | Ursa | 1 | 9.09% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:28 | 06:28 | 06:28 | 06:28 | 06:28 | 06:28 | 00:00 | 00:00 |
 | Lifestealer | 1 | 9.09% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 07:48 | 00:00 | 00:00 |
 | Nyx Assassin | 2 | 66.67% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:28 | 08:23 | 08:23 | 14:32 | 14:32 | 14:32 | 06:09 | 04:33 |
 | Batrider | 1 | 12.50% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 32:28 | 00:00 | 00:00 |
 | Necrophos | 1 | 12.50% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 00:00 | 00:00 |
 | Beastmaster | 1 | 2.22% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 37:26 | 00:00 | 00:00 |
 | Axe | 1 | 25.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 31:54 | 00:00 | 00:00 |