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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 | |
 | Arcane Boots | 716 | 19.94% | 82.5 | 55.31% | +12.41% | -0.56% | +3.91% | 0.54% | 14:07 | 02:52 | 08:07 | 11:51 | 16:25 | 57:31 | 06:08 |
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 | |
 | Dark Willow | 5 | 20.00% | 100.0 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 23:58 | 12:44 | 12:44 | 13:01 | 23:46 | 57:31 | 11:02 | 08:10 |
 | Dazzle | 17 | 60.71% | 98.6 | 76.47% | +49.20% | -1.47% | +23.53% | 3.62% | 17:21 | 06:39 | 10:43 | 14:13 | 17:37 | 43:23 | 06:54 | 05:06 |
 | Chen | 13 | 19.40% | 97.2 | 84.62% | +30.92% | -17.95% | +15.38% | 2.49% | 24:36 | 13:10 | 17:56 | 22:47 | 31:18 | 37:30 | 13:22 | 09:54 |
 | Lich | 7 | 29.17% | 95.8 | 85.71% | +50.42% | +14.29% | -35.71% | -22.22% | 17:37 | 12:24 | 13:31 | 14:53 | 15:46 | 35:59 | 02:15 | 01:40 |
 | Pugna | 3 | 100.00% | 94.4 | 66.67% | +66.67% | +33.33% | 0.00% | -23.53% | 06:12 | 05:30 | 05:30 | 06:11 | 06:55 | 06:55 | 01:25 | 01:02 |
 | Witch Doctor | 17 | 68.00% | 93.1 | 70.59% | +33.09% | +4.41% | -20.59% | -3.12% | 14:19 | 06:15 | 10:38 | 13:03 | 18:39 | 21:35 | 08:01 | 05:56 |
 | Mirana | 7 | 22.58% | 91.7 | 85.71% | +39.88% | -35.71% | +14.29% | 4.02% | 27:36 | 14:51 | 21:25 | 26:57 | 33:51 | 37:55 | 12:26 | 09:12 |
 | Enigma | 45 | 61.64% | 90.3 | 64.44% | -3.42% | -18.99% | -9.89% | 0.53% | 15:13 | 04:28 | 06:17 | 08:11 | 23:31 | 42:32 | 17:14 | 12:45 |
 | Ancient Apparition | 5 | 35.71% | 88.9 | 80.00% | +35.56% | +20.00% | -80.00% | -26.20% | 14:07 | 09:40 | 09:40 | 13:21 | 13:29 | 22:30 | 03:49 | 02:49 |
 | Leshrac | 31 | 96.88% | 87.5 | 58.06% | -41.94% | +16.94% | -33.06% | -34.09% | 07:07 | 04:51 | 06:16 | 06:54 | 07:44 | 10:31 | 01:28 | 01:05 |
 | Undying | 73 | 58.40% | 86.1 | 60.27% | +16.04% | -4.71% | -15.83% | -1.76% | 13:10 | 02:52 | 09:25 | 13:20 | 15:44 | 26:11 | 06:19 | 04:40 |
 | Omniknight | 28 | 66.67% | 84.7 | 60.71% | +46.42% | +25.00% | -32.14% | -11.90% | 15:46 | 09:48 | 12:23 | 13:40 | 17:11 | 39:04 | 04:48 | 03:33 |
 | Disruptor | 11 | 25.58% | 83.3 | 72.73% | +13.35% | -6.06% | -6.06% | 0.00% | 16:58 | 11:16 | 12:43 | 13:37 | 15:43 | 34:48 | 03:00 | 02:13 |
 | Pangolier | 57 | 86.36% | 81.9 | 56.14% | +0.58% | +1.00% | -13.28% | -6.59% | 08:11 | 03:55 | 06:44 | 07:44 | 08:54 | 29:23 | 02:10 | 01:36 |
 | Earth Spirit | 3 | 10.71% | 80.6 | 100.00% | +56.00% | 0.00% | 0.00% | 0.00% | 29:06 | 15:19 | 15:19 | 32:37 | 39:23 | 39:23 | 24:04 | 17:49 |
 | Zeus | 30 | 100.00% | 79.2 | 53.33% | +53.33% | -28.33% | +46.67% | 47.37% | 06:45 | 04:28 | 05:45 | 06:32 | 07:20 | 10:20 | 01:35 | 01:10 |
 | Skywrath Mage | 16 | 61.54% | 77.8 | 56.25% | +26.25% | -31.25% | +18.75% | 11.49% | 16:10 | 09:19 | 13:03 | 14:45 | 17:24 | 33:08 | 04:21 | 03:13 |
 | Death Prophet | 20 | 17.09% | 76.4 | 65.00% | +23.76% | -45.00% | +35.00% | 12.53% | 12:51 | 07:17 | 07:30 | 09:26 | 13:53 | 29:02 | 06:23 | 04:43 |
 | Sven | 2 | 14.29% | 75.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:33 | 10:49 | 10:49 | 22:16 | 22:16 | 22:16 | 11:27 | 08:28 |
 | Treant Protector | 5 | 55.56% | 73.6 | 60.00% | -40.00% | +40.00% | -60.00% | -14.96% | 14:14 | 10:00 | 10:00 | 13:04 | 16:41 | 19:29 | 06:41 | 04:57 |
 | Timbersaw | 30 | 100.00% | 72.2 | 46.67% | +46.67% | +15.83% | -18.10% | -9.01% | 08:19 | 04:09 | 06:05 | 07:52 | 09:51 | 17:54 | 03:46 | 02:47 |
 | Snapfire | 19 | 30.65% | 70.8 | 57.89% | +27.66% | -37.89% | +22.11% | 14.75% | 14:02 | 07:17 | 10:23 | 11:29 | 14:27 | 34:38 | 04:04 | 03:00 |
 | Earthshaker | 32 | 42.11% | 69.4 | 53.13% | +5.40% | -15.63% | -3.13% | 0.82% | 20:04 | 06:28 | 10:59 | 21:17 | 26:18 | 42:51 | 15:19 | 11:20 |
 | Dark Seer | 11 | 100.00% | 68.1 | 45.45% | +45.45% | +21.22% | -12.12% | -13.80% | 09:44 | 03:38 | 08:30 | 09:43 | 10:55 | 13:24 | 02:25 | 01:47 |
 | Warlock | 3 | 42.86% | 66.7 | 66.67% | +41.67% | -66.67% | 0.00% | 2.57% | 21:25 | 12:23 | 12:23 | 13:32 | 38:19 | 38:19 | 25:56 | 19:12 |
 | Jakiro | 13 | 76.47% | 65.3 | 46.15% | +21.15% | +20.52% | -46.15% | -28.99% | 17:56 | 09:59 | 14:50 | 15:47 | 17:08 | 44:32 | 02:18 | 01:42 |
 | Primal Beast | 9 | 10.84% | 63.9 | 66.67% | +15.32% | -16.67% | -16.67% | 0.00% | 15:32 | 11:17 | 11:36 | 12:36 | 12:49 | 41:04 | 01:13 | 00:54 |
 | Bane | 9 | 64.29% | 62.5 | 44.44% | +24.44% | -44.44% | +55.56% | 25.75% | 15:49 | 04:42 | 13:45 | 16:47 | 17:38 | 24:03 | 03:53 | 02:52 |
 | Broodmother | 11 | 91.67% | 61.1 | 36.36% | +36.36% | -36.36% | -36.36% | 0.00% | 08:29 | 06:06 | 07:12 | 08:25 | 09:26 | 10:54 | 02:14 | 01:39 |
 | Lina | 14 | 21.88% | 59.7 | 50.00% | -4.00% | 0.00% | -50.00% | -22.56% | 08:10 | 05:02 | 06:22 | 07:00 | 08:35 | 17:38 | 02:13 | 01:38 |
 | Axe | 1 | 16.67% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 31:31 | 00:00 | 00:00 |
 | Rubick | 27 | 93.10% | 56.9 | 33.33% | +33.33% | -19.04% | -19.04% | 0.00% | 11:02 | 06:05 | 09:48 | 11:26 | 12:04 | 14:50 | 02:16 | 01:40 |
 | Winter Wyvern | 8 | 25.81% | 55.6 | 50.00% | +19.57% | +50.00% | 0.00% | -10.20% | 14:59 | 09:29 | 11:03 | 13:11 | 15:57 | 26:45 | 04:54 | 03:37 |
 | Faceless Void | 2 | 3.08% | 54.2 | 100.00% | +41.27% | 0.00% | 0.00% | 0.00% | 28:07 | 19:57 | 19:57 | 36:17 | 36:17 | 36:17 | 16:20 | 12:05 |
 | Necrophos | 1 | 12.50% | 52.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 08:35 | 00:00 | 00:00 |
 | Hoodwink | 22 | 75.86% | 51.4 | 31.82% | -25.32% | +18.18% | -11.82% | -11.92% | 12:25 | 08:26 | 10:27 | 11:53 | 12:58 | 22:30 | 02:31 | 01:51 |
 | Marci | 15 | 10.87% | 50.0 | 46.67% | -11.87% | -21.67% | +28.33% | 6.10% | 20:27 | 08:46 | 14:03 | 16:25 | 22:15 | 43:53 | 08:12 | 06:04 |
 | Venomancer | 3 | 13.64% | 48.6 | 66.67% | +8.78% | +33.33% | 0.00% | 0.00% | 13:21 | 08:53 | 08:53 | 11:39 | 19:32 | 19:32 | 10:39 | 07:53 |
 | Shadow Shaman | 8 | 53.33% | 47.2 | 37.50% | -5.36% | +62.50% | -37.50% | -48.78% | 12:04 | 08:10 | 10:12 | 10:48 | 12:15 | 19:54 | 02:03 | 01:31 |
 | Centaur Warrunner | 1 | 9.09% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 20:19 | 00:00 | 00:00 |
 | Grimstroke | 2 | 40.00% | 44.4 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 11:24 | 09:52 | 09:52 | 12:56 | 12:56 | 12:56 | 03:04 | 02:16 |
 | Tiny | 5 | 5.81% | 43.1 | 60.00% | +21.73% | -60.00% | -60.00% | 0.00% | 18:22 | 07:46 | 07:46 | 13:09 | 25:59 | 35:37 | 18:13 | 13:29 |
 | Io | 1 | 7.14% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:28 | 53:28 | 53:28 | 53:28 | 53:28 | 53:28 | 00:00 | 00:00 |
 | Techies | 3 | 60.00% | 40.3 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 14:51 | 07:38 | 07:38 | 10:55 | 25:59 | 25:59 | 18:21 | 13:35 |
 | Naga Siren | 1 | 5.00% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 20:34 | 00:00 | 00:00 |
 | Alchemist | 1 | 5.00% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 23:10 | 00:00 | 00:00 |
 | Abaddon | 2 | 28.57% | 36.1 | 50.00% | -10.00% | -50.00% | 0.00% | 0.00% | 17:48 | 16:38 | 16:38 | 18:57 | 18:57 | 18:57 | 02:19 | 01:42 |
 | Shadow Demon | 9 | 75.00% | 34.7 | 22.22% | -44.45% | +27.78% | -22.22% | -24.79% | 14:21 | 10:41 | 12:02 | 13:12 | 14:03 | 21:16 | 02:01 | 01:29 |
 | Silencer | 6 | 30.00% | 33.3 | 33.33% | +4.76% | +16.67% | +66.67% | 21.43% | 13:53 | 10:02 | 11:24 | 12:39 | 13:44 | 22:22 | 02:20 | 01:43 |
 | Mars | 1 | 2.08% | 31.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 37:27 | 00:00 | 00:00 |
 | Lion | 2 | 18.18% | 30.6 | 50.00% | +5.56% | +50.00% | 0.00% | 0.00% | 21:53 | 18:12 | 18:12 | 25:34 | 25:34 | 25:34 | 07:22 | 05:27 |
 | Queen of Pain | 1 | 1.69% | 29.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 17:16 | 00:00 | 00:00 |
 | Visage | 1 | 1.61% | 27.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 17:43 | 00:00 | 00:00 |
 | Clockwerk | 1 | 1.43% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 14:30 | 00:00 | 00:00 |
 | Magnus | 5 | 71.43% | 25.0 | 20.00% | -30.00% | -20.00% | -20.00% | 0.00% | 07:48 | 05:18 | 05:18 | 07:38 | 09:21 | 09:37 | 04:03 | 03:00 |
 | Dawnbreaker | 5 | 10.00% | 23.6 | 40.00% | -8.89% | -40.00% | +60.00% | 0.00% | 18:32 | 11:39 | 11:39 | 13:20 | 16:51 | 38:46 | 05:12 | 03:51 |
 | Tusk | 1 | 1.32% | 22.2 | 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 |
 | Ogre Magi | 3 | 33.33% | 20.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 13:10 | 12:18 | 12:18 | 12:35 | 14:38 | 14:38 | 02:20 | 01:43 |
 | Beastmaster | 6 | 13.95% | 19.4 | 33.33% | -23.43% | -33.33% | -33.33% | 0.00% | 30:33 | 22:56 | 23:15 | 28:32 | 34:35 | 44:15 | 11:20 | 08:23 |
 | Enchantress | 6 | 10.17% | 18.1 | 33.33% | -19.50% | +16.67% | -33.33% | -4.25% | 26:40 | 14:31 | 22:22 | 24:05 | 34:08 | 36:05 | 11:46 | 08:42 |
 | Vengeful Spirit | 2 | 6.67% | 16.7 | 50.00% | -3.57% | -50.00% | 0.00% | 0.00% | 18:05 | 10:04 | 10:04 | 26:06 | 26:06 | 26:06 | 16:02 | 11:52 |
 | Doom | 2 | 5.71% | 15.3 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 30:46 | 25:35 | 25:35 | 35:57 | 35:57 | 35:57 | 10:22 | 07:40 |
 | Batrider | 3 | 4.00% | 13.9 | 33.33% | -18.06% | -33.33% | 0.00% | 0.00% | 13:03 | 05:29 | 05:29 | 07:25 | 26:16 | 26:16 | 20:47 | 15:23 |
 | Oracle | 3 | 42.86% | 12.5 | 0.00% | -75.00% | 0.00% | 0.00% | 0.00% | 11:23 | 05:01 | 05:01 | 12:44 | 16:23 | 16:23 | 11:22 | 08:25 |
 | Tidehunter | 2 | 8.70% | 11.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 07:21 | 04:24 | 04:24 | 10:17 | 10:17 | 10:17 | 05:53 | 04:21 |
 | Void Spirit | 1 | 3.33% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 28:51 | 00:00 | 00:00 |
 | Elder Titan | 1 | 8.33% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Bristleback | 1 | 4.55% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 11:01 | 00:00 | 00:00 |
 | Puck | 2 | 5.56% | 5.6 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 26:49 | 25:11 | 25:11 | 28:26 | 28:26 | 28:26 | 03:15 | 02:24 |
 | Crystal Maiden | 1 | 5.00% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 13:49 | 00:00 | 00:00 |
 | Phoenix | 1 | 3.85% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 47:06 | 00:00 | 00:00 |
 | Arc Warden | 1 | 33.33% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 06:07 | 00:00 | 00:00 |