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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 | 605 | 14.72% | 70.1 | 53.88% | +8.02% | -2.89% | -2.22% | 0.10% | 13:32 | 02:43 | 08:34 | 11:22 | 15:27 | 49:19 | 05:05 |
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 | |
 | Warlock | 25 | 42.37% | 100.0 | 88.00% | +49.76% | -21.33% | +12.00% | 7.84% | 16:10 | 09:17 | 12:02 | 13:30 | 16:17 | 31:21 | 04:15 | 03:08 |
 | Bane | 2 | 40.00% | 98.1 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 14:06 | 10:38 | 10:38 | 17:34 | 17:34 | 17:34 | 06:56 | 05:08 |
 | Enigma | 10 | 90.91% | 96.3 | 70.00% | -30.00% | -36.67% | +30.00% | 8.62% | 11:52 | 03:57 | 05:37 | 07:03 | 13:21 | 32:27 | 07:44 | 05:43 |
 | Techies | 3 | 100.00% | 94.4 | 66.67% | +66.67% | -66.67% | 0.00% | 0.00% | 11:11 | 10:21 | 10:21 | 11:11 | 12:00 | 12:00 | 01:39 | 01:13 |
 | Magnus | 20 | 58.82% | 92.6 | 70.00% | +20.00% | -10.00% | -30.00% | -12.90% | 06:46 | 03:59 | 05:43 | 06:38 | 07:16 | 11:27 | 01:33 | 01:08 |
 | Ancient Apparition | 13 | 18.31% | 90.7 | 76.92% | +23.47% | +23.08% | -43.59% | -21.17% | 14:01 | 09:22 | 11:22 | 13:11 | 14:31 | 28:22 | 03:09 | 02:20 |
 | Shadow Demon | 24 | 75.00% | 88.9 | 58.33% | +20.83% | -8.33% | +8.34% | 4.22% | 09:23 | 02:43 | 07:46 | 09:17 | 11:43 | 15:06 | 03:57 | 02:55 |
 | Dazzle | 11 | 100.00% | 87.0 | 54.55% | +54.55% | -21.22% | +12.12% | 8.16% | 10:34 | 06:28 | 07:35 | 09:32 | 11:40 | 17:51 | 04:05 | 03:01 |
 | Snapfire | 39 | 26.71% | 85.2 | 61.54% | +13.88% | +18.46% | +18.46% | 0.00% | 17:04 | 06:04 | 10:21 | 12:32 | 23:38 | 45:36 | 13:17 | 09:50 |
 | Leshrac | 22 | 29.73% | 83.3 | 63.64% | +11.72% | -13.64% | -3.64% | 3.45% | 08:27 | 04:56 | 06:34 | 07:52 | 09:28 | 19:27 | 02:54 | 02:08 |
 | Oracle | 15 | 27.27% | 81.5 | 66.67% | +34.17% | +33.33% | -16.67% | -19.23% | 12:54 | 08:47 | 11:22 | 12:25 | 13:58 | 17:07 | 02:36 | 01:55 |
 | Shadow Shaman | 12 | 66.67% | 79.6 | 58.33% | +25.00% | +8.34% | +8.34% | 0.00% | 09:00 | 04:38 | 06:52 | 08:55 | 10:10 | 12:05 | 03:18 | 02:26 |
 | Timbersaw | 60 | 100.00% | 77.8 | 51.67% | +51.67% | +8.33% | -5.00% | -2.86% | 09:23 | 05:02 | 06:33 | 08:21 | 11:13 | 21:19 | 04:40 | 03:27 |
 | Dark Seer | 35 | 94.59% | 75.9 | 51.43% | +51.43% | -6.99% | -18.10% | -3.94% | 11:06 | 05:54 | 08:18 | 09:11 | 11:07 | 27:55 | 02:49 | 02:05 |
 | Mirana | 22 | 36.07% | 74.1 | 59.09% | +12.94% | -25.76% | +40.91% | 3.02% | 19:32 | 05:07 | 08:22 | 17:43 | 30:25 | 46:54 | 22:03 | 16:20 |
 | Bristleback | 3 | 7.32% | 72.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 24:02 | 13:43 | 13:43 | 27:09 | 31:13 | 31:13 | 17:30 | 12:57 |
 | Grimstroke | 45 | 47.37% | 70.4 | 53.33% | +17.33% | +10.31% | -16.97% | -6.27% | 12:52 | 06:08 | 10:22 | 12:28 | 14:43 | 22:17 | 04:21 | 03:13 |
 | Disruptor | 4 | 26.67% | 68.5 | 75.00% | +20.45% | +25.00% | +25.00% | 0.00% | 23:56 | 13:32 | 13:32 | 13:42 | 29:56 | 38:32 | 16:24 | 12:08 |
 | Pangolier | 12 | 40.00% | 66.7 | 58.33% | +30.55% | -25.00% | +41.67% | 6.44% | 13:42 | 06:28 | 07:28 | 12:40 | 17:49 | 24:34 | 10:21 | 07:40 |
 | Lina | 28 | 56.00% | 64.8 | 50.00% | -9.09% | -21.43% | -7.14% | 4.24% | 13:02 | 08:00 | 09:29 | 10:37 | 12:51 | 47:21 | 03:22 | 02:29 |
 | Winter Wyvern | 11 | 45.83% | 63.0 | 54.55% | +0.70% | -21.22% | +12.12% | 12.91% | 13:59 | 10:57 | 11:47 | 13:49 | 14:22 | 20:11 | 02:35 | 01:54 |
 | Underlord | 9 | 37.50% | 61.1 | 55.56% | +8.89% | +44.44% | -5.56% | -6.67% | 12:24 | 06:16 | 06:27 | 09:35 | 13:57 | 23:03 | 07:30 | 05:33 |
 | Broodmother | 20 | 71.43% | 59.3 | 45.00% | +7.50% | +15.00% | -5.00% | -7.02% | 09:25 | 06:16 | 07:12 | 08:46 | 10:03 | 16:36 | 02:51 | 02:06 |
 | Witch Doctor | 4 | 16.00% | 57.4 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 19:06 | 12:04 | 12:04 | 17:50 | 18:29 | 28:00 | 06:25 | 04:45 |
 | Enchantress | 5 | 6.17% | 55.6 | 80.00% | +22.11% | -80.00% | +20.00% | 4.01% | 24:49 | 04:28 | 04:28 | 29:13 | 29:25 | 39:27 | 24:57 | 18:28 |
 | Tidehunter | 4 | 7.69% | 53.7 | 75.00% | +22.92% | +25.00% | +25.00% | 0.00% | 10:18 | 08:26 | 08:26 | 09:33 | 09:52 | 13:22 | 01:26 | 01:03 |
 | Omniknight | 1 | 14.29% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 16:26 | 00:00 | 00:00 |
 | Treant Protector | 16 | 42.11% | 50.0 | 37.50% | -7.95% | -12.50% | -12.50% | 0.00% | 14:30 | 07:02 | 10:13 | 13:09 | 15:51 | 29:07 | 05:38 | 04:10 |
 | Pugna | 10 | 90.91% | 48.1 | 30.00% | +30.00% | +36.67% | -30.00% | -52.63% | 07:57 | 05:03 | 06:29 | 06:47 | 07:45 | 15:21 | 01:16 | 00:56 |
 | Death Prophet | 11 | 19.30% | 46.3 | 45.45% | +4.15% | +21.22% | +21.22% | 0.00% | 22:34 | 08:32 | 13:02 | 19:17 | 22:46 | 49:19 | 09:44 | 07:12 |
 | Hoodwink | 11 | 44.00% | 44.4 | 36.36% | -20.78% | -36.36% | -3.03% | 6.99% | 14:42 | 09:15 | 10:40 | 12:26 | 15:26 | 24:16 | 04:46 | 03:31 |
 | Rubick | 26 | 83.87% | 42.6 | 26.92% | +6.92% | -12.63% | +6.41% | 6.84% | 09:58 | 07:13 | 08:28 | 09:41 | 11:15 | 16:17 | 02:47 | 02:03 |
 | Nyx Assassin | 5 | 6.41% | 40.7 | 60.00% | -4.38% | -60.00% | +40.00% | 0.00% | 21:53 | 10:09 | 10:09 | 13:24 | 34:00 | 41:22 | 23:51 | 17:40 |
 | Skywrath Mage | 4 | 19.05% | 38.9 | 50.00% | +14.71% | +50.00% | -50.00% | 0.00% | 17:09 | 13:09 | 13:09 | 16:41 | 19:10 | 19:36 | 06:01 | 04:27 |
 | Necrophos | 9 | 42.86% | 37.0 | 33.33% | -33.34% | +16.67% | -33.33% | -9.04% | 18:58 | 12:00 | 13:37 | 16:16 | 19:09 | 31:55 | 05:32 | 04:05 |
 | Visage | 3 | 50.00% | 35.2 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 23:16 | 22:02 | 22:02 | 22:48 | 24:58 | 24:58 | 02:56 | 02:10 |
 | Invoker | 1 | 2.78% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 34:15 | 00:00 | 00:00 |
 | Axe | 1 | 2.27% | 31.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 29:18 | 00:00 | 00:00 |
 | Abaddon | 4 | 6.06% | 29.6 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 17:51 | 11:56 | 11:56 | 13:34 | 15:27 | 30:28 | 03:31 | 02:36 |
 | Storm Spirit | 10 | 16.67% | 27.8 | 30.00% | -14.00% | +3.33% | +20.00% | 0.00% | 18:59 | 11:55 | 15:53 | 18:30 | 20:08 | 29:03 | 04:15 | 03:08 |
 | Elder Titan | 1 | 1.54% | 25.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 44:52 | 00:00 | 00:00 |
 | Venomancer | 2 | 14.29% | 24.1 | 50.00% | -8.33% | -50.00% | 0.00% | 0.00% | 14:27 | 10:43 | 10:43 | 18:10 | 18:10 | 18:10 | 07:27 | 05:31 |
 | Puck | 5 | 4.81% | 22.2 | 40.00% | -11.52% | +60.00% | -40.00% | 0.00% | 22:52 | 15:05 | 15:05 | 21:07 | 22:07 | 39:41 | 07:02 | 05:12 |
 | Centaur Warrunner | 5 | 3.55% | 20.4 | 40.00% | -9.26% | -40.00% | -40.00% | 0.00% | 27:03 | 17:26 | 17:26 | 21:22 | 37:07 | 38:12 | 19:41 | 14:34 |
 | Undying | 4 | 22.22% | 18.5 | 25.00% | -32.14% | +75.00% | -25.00% | 0.00% | 13:04 | 11:18 | 11:18 | 12:39 | 12:49 | 15:30 | 01:31 | 01:07 |
 | Beastmaster | 3 | 5.88% | 16.7 | 33.33% | -25.00% | -33.33% | 0.00% | 0.00% | 20:09 | 04:55 | 04:55 | 21:44 | 33:48 | 33:48 | 28:53 | 21:23 |
 | Sand King | 5 | 13.51% | 14.8 | 20.00% | -26.88% | -20.00% | -20.00% | 0.00% | 17:20 | 04:41 | 04:41 | 13:31 | 24:25 | 37:48 | 19:44 | 14:37 |
 | Dark Willow | 2 | 4.08% | 13.0 | 0.00% | -46.81% | 0.00% | 0.00% | 0.00% | 10:44 | 10:19 | 10:19 | 11:08 | 11:08 | 11:08 | 00:49 | 00:36 |
 | Bloodseeker | 1 | 4.00% | 11.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 27:26 | 00:00 | 00:00 |
 | Tusk | 1 | 1.47% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:30 | 28:30 | 28:30 | 28:30 | 28:30 | 28:30 | 00:00 | 00:00 |
 | Brewmaster | 1 | 12.50% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 28:03 | 00:00 | 00:00 |
 | Huskar | 1 | 33.33% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 32:23 | 00:00 | 00:00 |
 | Pudge | 1 | 25.00% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 14:11 | 00:00 | 00:00 |
 | Zeus | 3 | 100.00% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:50 | 07:00 | 07:00 | 07:21 | 09:09 | 09:09 | 02:09 | 01:35 |