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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 | 1660 | 18.26% | 72.0 | 54.64% | +10.73% | -1.63% | +6.81% | 1.18% | 14:02 | 03:25 | 09:20 | 12:36 | 16:28 | 50:38 | 05:17 |
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 | 6 | 54.55% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 17:28 | 10:53 | 11:50 | 11:55 | 27:36 | 28:02 | 15:46 | 11:40 |
 | Windranger | 8 | 19.51% | 98.5 | 100.00% | +57.58% | 0.00% | 0.00% | 0.00% | 15:58 | 10:48 | 11:24 | 13:02 | 14:32 | 30:54 | 03:08 | 02:19 |
 | Lich | 3 | 33.33% | 97.1 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 17:59 | 16:29 | 16:29 | 16:30 | 20:58 | 20:58 | 04:29 | 03:19 |
 | Mirana | 45 | 44.12% | 95.6 | 75.56% | +21.17% | -2.83% | -11.92% | -0.56% | 21:10 | 05:28 | 12:14 | 20:59 | 28:33 | 50:07 | 16:19 | 12:05 |
 | Abaddon | 23 | 33.33% | 94.1 | 78.26% | +28.26% | +5.07% | +21.74% | 4.10% | 15:50 | 10:35 | 13:25 | 15:02 | 17:29 | 22:47 | 04:04 | 03:00 |
 | Earthshaker | 18 | 52.94% | 92.6 | 72.22% | +15.97% | +27.78% | -22.22% | -4.22% | 13:35 | 04:46 | 06:45 | 08:49 | 18:36 | 31:40 | 11:51 | 08:46 |
 | Shadow Shaman | 14 | 60.87% | 91.2 | 71.43% | +15.87% | +3.57% | -4.76% | -2.20% | 09:25 | 06:23 | 07:24 | 07:42 | 11:11 | 15:58 | 03:47 | 02:48 |
 | Enigma | 4 | 66.67% | 89.7 | 75.00% | -25.00% | +25.00% | -75.00% | -7.38% | 15:18 | 04:07 | 04:07 | 06:57 | 17:40 | 32:29 | 13:33 | 10:02 |
 | Oracle | 13 | 72.22% | 88.2 | 69.23% | +9.23% | -2.56% | -2.56% | 0.00% | 12:55 | 09:02 | 09:50 | 12:13 | 14:56 | 18:24 | 05:06 | 03:46 |
 | Dazzle | 6 | 85.71% | 86.8 | 66.67% | +66.67% | -16.67% | -66.67% | -17.75% | 14:29 | 10:44 | 13:23 | 14:56 | 16:12 | 16:15 | 02:49 | 02:05 |
 | Magnus | 31 | 72.09% | 85.3 | 64.52% | +6.19% | +35.48% | -2.02% | -15.63% | 07:35 | 04:07 | 05:37 | 06:26 | 08:01 | 21:29 | 02:24 | 01:46 |
 | Outworld Destroyer | 20 | 14.60% | 83.8 | 75.00% | +23.72% | -15.00% | +5.00% | 1.37% | 18:23 | 09:22 | 10:40 | 15:46 | 25:17 | 38:20 | 14:37 | 10:49 |
 | Leshrac | 54 | 79.41% | 82.4 | 57.41% | +0.27% | +14.02% | -18.95% | -16.49% | 07:40 | 05:02 | 06:21 | 07:21 | 08:21 | 17:19 | 02:00 | 01:28 |
 | Bane | 239 | 62.24% | 80.9 | 56.49% | +4.08% | +1.84% | +6.84% | 1.00% | 15:24 | 08:21 | 12:38 | 15:02 | 17:38 | 36:43 | 05:00 | 03:42 |
 | Undying | 27 | 60.00% | 79.4 | 59.26% | +25.93% | +12.17% | -16.40% | -10.45% | 13:10 | 04:03 | 12:05 | 13:14 | 14:49 | 22:01 | 02:44 | 02:01 |
 | Hoodwink | 60 | 69.77% | 77.9 | 56.67% | +14.36% | +10.00% | -10.00% | -4.48% | 13:51 | 07:39 | 10:33 | 12:52 | 15:01 | 32:02 | 04:28 | 03:18 |
 | Shadow Demon | 64 | 71.91% | 76.5 | 56.25% | +0.25% | -18.75% | +6.25% | 5.64% | 11:44 | 04:25 | 09:12 | 11:00 | 13:38 | 28:06 | 04:26 | 03:17 |
 | Nyx Assassin | 28 | 26.17% | 75.0 | 64.29% | +25.05% | +7.14% | -21.43% | -6.75% | 13:08 | 06:18 | 09:46 | 12:03 | 14:00 | 36:24 | 04:14 | 03:08 |
 | Skywrath Mage | 22 | 57.89% | 73.5 | 59.09% | +15.34% | +7.58% | -19.09% | -4.15% | 14:56 | 07:41 | 10:37 | 13:04 | 17:03 | 34:46 | 06:26 | 04:45 |
 | Jakiro | 26 | 37.68% | 72.1 | 61.54% | +19.68% | -18.68% | +38.46% | 6.86% | 15:47 | 06:20 | 10:30 | 13:21 | 18:50 | 40:00 | 08:20 | 06:10 |
 | Death Prophet | 10 | 6.54% | 70.6 | 80.00% | +32.45% | -13.33% | -30.00% | 0.00% | 18:31 | 07:50 | 09:58 | 15:27 | 26:24 | 31:19 | 16:26 | 12:10 |
 | Dark Seer | 50 | 81.97% | 69.1 | 52.00% | -2.55% | +1.85% | +6.33% | 2.10% | 09:49 | 04:39 | 06:59 | 07:41 | 09:07 | 35:52 | 02:08 | 01:34 |
 | Pangolier | 80 | 62.50% | 67.6 | 51.25% | +3.33% | +8.75% | -1.25% | -2.36% | 11:36 | 04:33 | 07:46 | 09:20 | 12:00 | 37:09 | 04:14 | 03:08 |
 | Rubick | 115 | 92.74% | 66.2 | 47.83% | -7.73% | -6.45% | -6.45% | 0.00% | 10:23 | 05:47 | 08:55 | 10:32 | 11:55 | 16:09 | 03:00 | 02:13 |
 | Disruptor | 48 | 28.07% | 64.7 | 54.17% | +7.83% | -4.17% | +20.83% | 5.07% | 15:25 | 05:46 | 12:26 | 14:42 | 17:22 | 46:53 | 04:56 | 03:39 |
 | Treant Protector | 46 | 41.44% | 63.2 | 52.17% | +6.02% | +22.83% | -33.99% | -14.26% | 14:37 | 03:25 | 11:53 | 12:54 | 15:52 | 42:13 | 03:59 | 02:57 |
 | Venomancer | 4 | 23.53% | 61.8 | 75.00% | +21.15% | +25.00% | +25.00% | 0.00% | 20:31 | 16:40 | 16:40 | 17:21 | 19:42 | 28:22 | 03:02 | 02:14 |
 | Ogre Magi | 61 | 34.27% | 60.3 | 50.82% | +10.65% | -10.82% | -4.15% | 1.04% | 17:14 | 11:04 | 13:20 | 16:25 | 19:45 | 29:41 | 06:25 | 04:45 |
 | Timbersaw | 88 | 97.78% | 58.8 | 44.32% | -5.68% | +10.23% | -17.05% | -13.99% | 08:20 | 04:51 | 07:04 | 07:46 | 09:01 | 17:09 | 01:57 | 01:26 |
 | Snapfire | 89 | 29.37% | 57.4 | 49.44% | +5.05% | +0.56% | +14.20% | 1.67% | 16:20 | 05:11 | 10:47 | 13:46 | 18:57 | 39:12 | 08:10 | 06:02 |
 | Grimstroke | 173 | 83.57% | 55.9 | 44.51% | +0.39% | +4.33% | -11.95% | -3.88% | 12:28 | 06:59 | 09:56 | 12:15 | 14:08 | 33:07 | 04:12 | 03:06 |
 | Pugna | 6 | 75.00% | 54.4 | 50.00% | 0.00% | 0.00% | -50.00% | -9.55% | 08:26 | 05:39 | 05:40 | 06:24 | 10:54 | 13:26 | 05:14 | 03:52 |
 | Dawnbreaker | 20 | 68.97% | 52.9 | 45.00% | +33.89% | -5.00% | -5.00% | 0.00% | 14:32 | 10:29 | 11:06 | 12:42 | 15:05 | 27:17 | 03:59 | 02:57 |
 | Dark Willow | 9 | 8.11% | 51.5 | 66.67% | +28.43% | -16.67% | -16.67% | 0.00% | 22:03 | 09:49 | 11:31 | 21:30 | 22:11 | 37:58 | 10:40 | 07:54 |
 | Centaur Warrunner | 6 | 13.95% | 50.0 | 66.67% | +18.02% | -16.67% | +33.33% | 0.00% | 20:17 | 16:16 | 17:51 | 19:55 | 21:16 | 25:25 | 03:25 | 02:31 |
 | Brewmaster | 7 | 23.33% | 48.5 | 57.14% | +13.66% | +42.86% | +42.86% | 0.00% | 25:28 | 18:15 | 19:01 | 24:45 | 25:11 | 36:27 | 06:10 | 04:34 |
 | Beastmaster | 10 | 8.06% | 47.1 | 60.00% | +0.35% | -26.67% | +40.00% | 3.75% | 18:07 | 06:38 | 07:17 | 13:21 | 25:05 | 37:37 | 17:48 | 13:11 |
 | Tidehunter | 20 | 11.36% | 45.6 | 50.00% | -3.21% | -30.00% | +30.00% | 4.32% | 19:34 | 07:59 | 10:06 | 17:42 | 23:59 | 39:16 | 13:53 | 10:17 |
 | Underlord | 10 | 26.32% | 44.1 | 50.00% | +28.57% | -16.67% | -50.00% | -3.84% | 19:01 | 06:07 | 11:30 | 16:31 | 20:11 | 44:24 | 08:41 | 06:25 |
 | Tusk | 2 | 2.47% | 42.6 | 100.00% | +48.10% | 0.00% | 0.00% | 0.00% | 28:51 | 24:48 | 24:48 | 32:54 | 32:54 | 32:54 | 08:06 | 06:00 |
 | Vengeful Spirit | 1 | 10.00% | 41.2 | 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 |
 | Lina | 2 | 1.60% | 39.7 | 100.00% | +54.47% | 0.00% | 0.00% | 0.00% | 11:02 | 08:02 | 08:02 | 14:02 | 14:02 | 14:02 | 06:00 | 04:26 |
 | Zeus | 3 | 75.00% | 38.2 | 33.33% | +33.33% | -33.33% | 0.00% | 19.80% | 06:27 | 05:30 | 05:30 | 06:39 | 07:11 | 07:11 | 01:41 | 01:14 |
 | Chen | 1 | 8.33% | 36.8 | 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 |
 | Enchantress | 3 | 7.69% | 35.3 | 66.67% | +8.34% | -66.67% | 0.00% | 0.00% | 22:11 | 11:53 | 11:53 | 12:36 | 42:04 | 42:04 | 30:11 | 22:21 |
 | Silencer | 3 | 7.32% | 33.8 | 66.67% | +27.20% | -66.67% | 0.00% | 0.00% | 18:26 | 11:45 | 11:45 | 16:50 | 26:42 | 26:42 | 14:57 | 11:04 |
 | Puck | 8 | 5.48% | 32.4 | 50.00% | +1.45% | 0.00% | 0.00% | 0.00% | 24:44 | 19:35 | 20:05 | 21:06 | 27:27 | 36:56 | 07:22 | 05:27 |
 | Tiny | 1 | 5.26% | 30.9 | 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 |
 | Mars | 2 | 0.61% | 29.4 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 39:28 | 31:59 | 31:59 | 46:57 | 46:57 | 46:57 | 14:58 | 11:05 |
 | Tinker | 1 | 4.55% | 27.9 | 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 | 4.35% | 26.5 | 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 |
 | Broodmother | 13 | 30.23% | 25.0 | 30.77% | -25.90% | +2.56% | +2.56% | 0.00% | 09:52 | 04:00 | 07:40 | 08:51 | 10:23 | 22:35 | 02:43 | 02:00 |
 | Gyrocopter | 3 | 3.26% | 23.5 | 66.67% | +27.34% | +33.33% | 0.00% | 0.00% | 22:17 | 14:17 | 14:17 | 25:03 | 27:32 | 27:32 | 13:15 | 09:48 |
 | Ancient Apparition | 6 | 33.33% | 22.1 | 33.33% | +8.33% | -33.33% | -33.33% | 0.00% | 26:09 | 13:01 | 15:10 | 19:30 | 30:38 | 50:38 | 15:28 | 11:27 |
 | Lion | 6 | 3.90% | 20.6 | 50.00% | -3.38% | 0.00% | +50.00% | 0.00% | 20:40 | 08:45 | 17:25 | 18:17 | 28:11 | 28:56 | 10:46 | 07:58 |
 | Void Spirit | 3 | 2.44% | 19.1 | 66.67% | +19.17% | +33.33% | 0.00% | 0.00% | 28:47 | 24:18 | 24:18 | 29:47 | 32:16 | 32:16 | 07:58 | 05:54 |
 | Sand King | 5 | 10.42% | 17.6 | 40.00% | +2.79% | -40.00% | -40.00% | 0.00% | 24:19 | 09:23 | 09:23 | 28:23 | 28:28 | 28:57 | 19:05 | 14:08 |
 | Visage | 2 | 13.33% | 16.2 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 19:30 | 13:27 | 13:27 | 25:33 | 25:33 | 25:33 | 12:06 | 08:57 |
 | Legion Commander | 1 | 1.16% | 14.7 | 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 |
 | Winter Wyvern | 10 | 52.63% | 13.2 | 20.00% | -2.22% | -20.00% | +30.00% | 24.19% | 13:43 | 07:34 | 12:13 | 13:05 | 14:17 | 25:30 | 02:04 | 01:31 |
 | Storm Spirit | 9 | 6.57% | 11.8 | 33.33% | -19.01% | +16.67% | -33.33% | 0.00% | 25:37 | 07:49 | 10:23 | 27:49 | 33:25 | 42:15 | 23:02 | 17:03 |
 | Io | 1 | 0.58% | 10.3 | 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 |
 | Queen of Pain | 3 | 0.94% | 8.8 | 33.33% | -16.83% | +66.67% | 0.00% | 0.00% | 24:49 | 14:39 | 14:39 | 19:39 | 40:08 | 40:08 | 25:29 | 18:52 |
 | Clockwerk | 2 | 2.41% | 7.4 | 0.00% | -60.49% | 0.00% | 0.00% | 0.00% | 38:24 | 38:19 | 38:19 | 38:29 | 38:29 | 38:29 | 00:10 | 00:07 |
 | Invoker | 1 | 0.77% | 5.9 | 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 |
 | Earth Spirit | 2 | 4.65% | 4.4 | 0.00% | -56.10% | 0.00% | 0.00% | 0.00% | 16:35 | 06:54 | 06:54 | 26:15 | 26:15 | 26:15 | 19:21 | 14:20 |
 | Warlock | 1 | 25.00% | 2.9 | 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 |
 | Omniknight | 1 | 100.00% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 17:56 | 00:00 | 00:00 |