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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 | 895 | 17.69% | 74.6 | 53.74% | +9.37% | +0.28% | +7.42% | 0.99% | 13:57 | 04:00 | 09:23 | 12:34 | 16:37 | 50:38 | 05:21 |
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 | 4 | 57.14% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 16:34 | 11:50 | 11:50 | 11:55 | 14:30 | 28:02 | 02:40 | 01:58 |
 | Windranger | 6 | 37.50% | 98.4 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 16:58 | 10:48 | 11:24 | 13:02 | 21:08 | 30:54 | 09:44 | 07:12 |
 | Mirana | 21 | 38.18% | 96.8 | 76.19% | +17.37% | +3.81% | +3.81% | 0.00% | 19:30 | 09:38 | 11:44 | 17:02 | 26:00 | 39:10 | 14:16 | 10:34 |
 | Oracle | 9 | 90.00% | 95.2 | 66.67% | +66.67% | -16.67% | -16.67% | 0.00% | 13:54 | 09:49 | 09:50 | 14:39 | 15:40 | 18:24 | 05:50 | 04:19 |
 | Earthshaker | 13 | 68.42% | 93.5 | 69.23% | +2.56% | +30.77% | -35.90% | -16.00% | 10:03 | 04:46 | 06:14 | 08:16 | 10:24 | 27:01 | 04:10 | 03:05 |
 | Outworld Destroyer | 8 | 12.31% | 91.9 | 87.50% | +31.36% | +12.50% | +12.50% | 0.00% | 21:30 | 10:28 | 11:16 | 25:17 | 27:19 | 28:53 | 16:03 | 11:53 |
 | Centaur Warrunner | 3 | 15.00% | 90.3 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 20:32 | 16:16 | 16:16 | 19:55 | 25:25 | 25:25 | 09:09 | 06:46 |
 | Bane | 146 | 61.60% | 88.7 | 60.27% | +10.82% | -0.81% | +6.40% | 1.40% | 15:17 | 08:21 | 12:30 | 14:52 | 17:38 | 36:43 | 05:08 | 03:48 |
 | Shadow Demon | 39 | 63.93% | 87.1 | 61.54% | -2.10% | -21.54% | +8.46% | 6.08% | 11:58 | 04:25 | 08:55 | 11:42 | 13:51 | 22:14 | 04:56 | 03:39 |
 | Dark Seer | 30 | 78.95% | 85.5 | 60.00% | -2.50% | -10.00% | +11.43% | 6.66% | 11:21 | 05:51 | 07:16 | 08:24 | 10:29 | 35:52 | 03:13 | 02:22 |
 | Dazzle | 5 | 83.33% | 83.9 | 60.00% | +60.00% | +40.00% | -60.00% | -21.28% | 14:09 | 10:44 | 10:44 | 14:56 | 15:26 | 16:15 | 04:42 | 03:28 |
 | Enigma | 1 | 33.33% | 82.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 04:07 | 00:00 | 00:00 |
 | Jakiro | 15 | 44.12% | 80.6 | 60.00% | +23.16% | -10.00% | +40.00% | 7.41% | 15:52 | 07:11 | 10:30 | 13:37 | 17:15 | 38:03 | 06:45 | 05:00 |
 | Disruptor | 31 | 33.33% | 79.0 | 58.06% | +16.12% | +4.44% | +16.94% | 2.85% | 14:12 | 05:46 | 12:15 | 13:32 | 16:38 | 19:23 | 04:23 | 03:14 |
 | Leshrac | 27 | 75.00% | 77.4 | 51.85% | -14.82% | +19.58% | -8.99% | -12.99% | 07:49 | 05:02 | 06:15 | 07:24 | 08:27 | 17:19 | 02:12 | 01:37 |
 | Timbersaw | 50 | 100.00% | 75.8 | 48.00% | +48.00% | +21.23% | -14.67% | -20.32% | 08:22 | 05:08 | 07:05 | 07:44 | 08:51 | 17:09 | 01:46 | 01:18 |
 | Death Prophet | 8 | 8.60% | 74.2 | 75.00% | +31.47% | -25.00% | -25.00% | 0.00% | 18:09 | 07:50 | 08:58 | 15:27 | 23:45 | 31:19 | 14:47 | 10:57 |
 | Rubick | 64 | 91.43% | 72.6 | 45.31% | -21.36% | -14.06% | -1.56% | 4.01% | 10:21 | 05:47 | 08:49 | 10:14 | 11:56 | 16:09 | 03:07 | 02:18 |
 | Nyx Assassin | 9 | 16.98% | 71.0 | 66.67% | +30.31% | +33.33% | -16.67% | -9.71% | 14:13 | 07:50 | 09:25 | 11:00 | 14:34 | 36:24 | 05:09 | 03:48 |
 | Grimstroke | 85 | 83.33% | 69.4 | 44.71% | -14.11% | +12.43% | -11.38% | -5.62% | 12:23 | 07:15 | 09:50 | 12:01 | 14:04 | 23:26 | 04:14 | 03:08 |
 | Undying | 15 | 78.95% | 67.7 | 46.67% | -3.33% | +3.33% | -46.67% | -24.39% | 13:42 | 04:03 | 12:37 | 13:08 | 14:40 | 22:01 | 02:03 | 01:31 |
 | Magnus | 12 | 63.16% | 66.1 | 50.00% | -21.43% | +16.67% | +16.67% | 0.00% | 07:14 | 04:11 | 06:03 | 06:15 | 06:59 | 12:47 | 00:56 | 00:41 |
 | Ogre Magi | 41 | 46.59% | 64.5 | 48.78% | +10.48% | -18.78% | -28.78% | -1.63% | 16:49 | 11:04 | 13:20 | 15:52 | 19:28 | 29:22 | 06:08 | 04:32 |
 | Snapfire | 40 | 22.10% | 62.9 | 52.50% | +7.11% | +7.50% | +17.50% | 1.22% | 16:46 | 08:33 | 10:47 | 13:08 | 18:57 | 39:12 | 08:10 | 06:02 |
 | Abaddon | 8 | 22.86% | 61.3 | 62.50% | +3.24% | -12.50% | +37.50% | 18.40% | 14:38 | 10:35 | 12:12 | 14:06 | 14:55 | 19:22 | 02:43 | 02:00 |
 | Tidehunter | 13 | 11.30% | 59.7 | 61.54% | +5.66% | -28.21% | +5.13% | 1.76% | 22:26 | 07:59 | 10:06 | 23:56 | 29:01 | 39:16 | 18:55 | 14:00 |
 | Pangolier | 47 | 67.14% | 58.1 | 42.55% | -9.62% | +7.45% | -25.88% | -11.11% | 10:30 | 04:33 | 07:39 | 08:41 | 10:39 | 31:30 | 03:00 | 02:13 |
 | Treant Protector | 30 | 40.00% | 56.5 | 46.67% | -8.89% | +28.33% | -46.67% | -19.82% | 14:33 | 08:04 | 11:49 | 13:00 | 15:36 | 42:13 | 03:47 | 02:48 |
 | Brewmaster | 7 | 30.43% | 54.8 | 57.14% | +19.64% | +42.86% | +42.86% | 0.00% | 25:28 | 18:15 | 19:01 | 24:45 | 25:11 | 36:27 | 06:10 | 04:34 |
 | Dark Willow | 6 | 12.24% | 53.2 | 66.67% | +24.81% | -16.67% | -66.67% | 0.00% | 25:49 | 18:15 | 20:17 | 21:30 | 34:47 | 37:58 | 14:30 | 10:44 |
 | Shadow Shaman | 6 | 42.86% | 51.6 | 50.00% | -12.50% | 0.00% | -50.00% | 0.00% | 10:28 | 07:26 | 07:38 | 09:29 | 12:40 | 14:24 | 05:02 | 03:43 |
 | Chen | 1 | 16.67% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:34 | 10:34 | 10:34 | 10:34 | 10:34 | 10:34 | 00:00 | 00:00 |
 | Puck | 6 | 7.41% | 48.4 | 66.67% | +20.00% | -16.67% | +33.33% | 0.00% | 23:19 | 19:35 | 20:05 | 20:38 | 27:27 | 27:30 | 07:22 | 05:27 |
 | Hoodwink | 15 | 53.57% | 46.8 | 40.00% | +9.23% | -15.00% | -15.00% | 0.00% | 14:30 | 09:23 | 11:02 | 13:56 | 15:28 | 20:58 | 04:26 | 03:17 |
 | Vengeful Spirit | 1 | 14.29% | 45.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 35:41 | 00:00 | 00:00 |
 | Silencer | 3 | 13.64% | 43.5 | 66.67% | +29.83% | -66.67% | 0.00% | 0.00% | 18:26 | 11:45 | 11:45 | 16:50 | 26:42 | 26:42 | 14:57 | 11:04 |
 | Underlord | 7 | 33.33% | 41.9 | 42.86% | +21.43% | +7.14% | -42.86% | -4.36% | 16:13 | 06:07 | 07:10 | 16:46 | 18:38 | 33:08 | 11:28 | 08:29 |
 | Tinker | 1 | 8.33% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 22:46 | 00:00 | 00:00 |
 | Axe | 1 | 7.69% | 38.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Tiny | 1 | 6.25% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 06:11 | 00:00 | 00:00 |
 | Pugna | 4 | 80.00% | 35.5 | 25.00% | -75.00% | +75.00% | -25.00% | -19.05% | 08:55 | 05:39 | 05:39 | 05:40 | 10:54 | 13:26 | 05:15 | 03:53 |
 | Storm Spirit | 3 | 3.53% | 33.9 | 66.67% | +17.89% | +33.33% | 0.00% | 0.00% | 16:14 | 07:49 | 07:49 | 10:23 | 30:29 | 30:29 | 22:40 | 16:47 |
 | Broodmother | 10 | 33.33% | 32.3 | 30.00% | -20.00% | +3.33% | +20.00% | 4.53% | 10:14 | 04:00 | 07:46 | 08:51 | 11:27 | 22:35 | 03:41 | 02:43 |
 | Skywrath Mage | 2 | 22.22% | 30.6 | 50.00% | +21.43% | -50.00% | 0.00% | 0.00% | 15:29 | 13:03 | 13:03 | 17:55 | 17:55 | 17:55 | 04:52 | 03:36 |
 | Legion Commander | 1 | 2.27% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 14:23 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 2.13% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 14:17 | 00:00 | 00:00 |
 | Beastmaster | 4 | 5.80% | 25.8 | 50.00% | -10.00% | -50.00% | +50.00% | 0.00% | 15:32 | 08:29 | 08:29 | 13:21 | 17:32 | 22:44 | 09:03 | 06:42 |
 | Lion | 4 | 4.60% | 24.2 | 50.00% | -1.81% | -50.00% | +50.00% | 0.00% | 21:02 | 08:45 | 08:45 | 18:17 | 28:11 | 28:56 | 19:26 | 14:23 |
 | Venomancer | 2 | 15.38% | 22.6 | 50.00% | -13.64% | +50.00% | 0.00% | 0.00% | 17:01 | 16:40 | 16:40 | 17:21 | 17:21 | 17:21 | 00:41 | 00:30 |
 | Lina | 1 | 1.33% | 21.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 08:02 | 00:00 | 00:00 |
 | Io | 1 | 0.92% | 19.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 25:06 | 00:00 | 00:00 |
 | Ancient Apparition | 3 | 25.00% | 17.7 | 33.33% | +22.22% | -33.33% | 0.00% | 0.00% | 32:09 | 15:10 | 15:10 | 30:38 | 50:38 | 50:38 | 35:28 | 26:16 |
 | Mars | 1 | 0.56% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 31:59 | 00:00 | 00:00 |
 | Dawnbreaker | 7 | 58.33% | 14.5 | 14.29% | +14.29% | +35.71% | -14.29% | -24.39% | 14:18 | 10:29 | 10:40 | 12:26 | 12:43 | 26:39 | 02:03 | 01:31 |
 | Sand King | 3 | 12.00% | 12.9 | 33.33% | -16.67% | +66.67% | 0.00% | 0.00% | 27:54 | 26:22 | 26:22 | 28:23 | 28:57 | 28:57 | 02:35 | 01:54 |
 | Clockwerk | 1 | 2.22% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 38:29 | 00:00 | 00:00 |
 | Enchantress | 1 | 4.76% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 11:53 | 00:00 | 00:00 |
 | Winter Wyvern | 7 | 46.67% | 8.1 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 12:19 | 07:34 | 09:52 | 13:05 | 14:16 | 14:54 | 04:24 | 03:15 |
 | Earth Spirit | 1 | 3.70% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 06:54 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.72% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 29:47 | 00:00 | 00:00 |
 | Invoker | 1 | 1.43% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 19:05 | 00:00 | 00:00 |
 | Warlock | 1 | 50.00% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 12:35 | 00:00 | 00:00 |