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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 | 832 | 16.03% | 59.5 | 53.61% | +8.30% | +0.72% | +10.33% | 1.30% | 14:04 | 04:13 | 09:01 | 12:04 | 16:26 | 56:39 | 05:29 |
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 | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 13:27 | 00:00 | 00:00 |
 | Mirana | 29 | 32.58% | 98.5 | 79.31% | +37.64% | -7.88% | +20.69% | 2.50% | 16:59 | 04:55 | 10:39 | 17:37 | 22:05 | 30:43 | 11:26 | 08:28 |
 | Ancient Apparition | 3 | 25.00% | 97.1 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 17:01 | 06:51 | 06:51 | 13:08 | 31:05 | 31:05 | 24:14 | 17:57 |
 | Timbersaw | 52 | 100.00% | 95.6 | 67.31% | +67.31% | -13.46% | -5.77% | 3.32% | 07:56 | 05:09 | 06:35 | 07:27 | 08:54 | 12:26 | 02:19 | 01:42 |
 | Treant Protector | 8 | 16.67% | 94.1 | 87.50% | +35.00% | +12.50% | +12.50% | 0.00% | 19:03 | 12:22 | 12:50 | 15:45 | 22:28 | 33:04 | 09:38 | 07:08 |
 | Dark Seer | 9 | 81.82% | 92.6 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 08:53 | 04:25 | 06:42 | 08:42 | 09:42 | 15:28 | 03:00 | 02:13 |
 | Sand King | 6 | 4.00% | 91.2 | 100.00% | +49.31% | 0.00% | 0.00% | 0.00% | 24:52 | 05:09 | 09:32 | 25:54 | 33:34 | 44:37 | 24:02 | 17:48 |
 | Bane | 75 | 46.01% | 89.7 | 61.33% | +13.60% | -8.70% | +22.88% | 5.19% | 16:38 | 08:11 | 13:02 | 14:58 | 19:07 | 34:17 | 06:05 | 04:30 |
 | Hoodwink | 79 | 70.54% | 88.2 | 58.23% | +30.96% | +11.77% | -8.23% | -4.72% | 13:04 | 06:40 | 10:21 | 12:08 | 14:35 | 32:58 | 04:14 | 03:08 |
 | Shadow Demon | 51 | 68.00% | 86.8 | 54.90% | +0.73% | -1.05% | +29.72% | 4.95% | 14:21 | 05:22 | 09:44 | 11:52 | 15:57 | 56:39 | 06:13 | 04:36 |
 | Rubick | 40 | 93.02% | 85.3 | 52.50% | +19.17% | +7.50% | -2.50% | -1.80% | 11:22 | 05:32 | 07:44 | 10:00 | 13:18 | 30:19 | 05:34 | 04:07 |
 | Dazzle | 2 | 100.00% | 83.8 | 50.00% | +50.00% | -50.00% | 0.00% | 2.09% | 25:00 | 13:03 | 13:03 | 36:57 | 36:57 | 36:57 | 23:54 | 17:42 |
 | Jakiro | 12 | 46.15% | 82.4 | 58.33% | +22.62% | +41.67% | +8.34% | -8.03% | 16:59 | 11:31 | 14:03 | 16:31 | 18:12 | 26:23 | 04:09 | 03:04 |
 | Brewmaster | 5 | 14.71% | 80.9 | 80.00% | +35.17% | +20.00% | -80.00% | 0.00% | 24:00 | 05:41 | 05:41 | 25:22 | 32:50 | 49:59 | 27:09 | 20:06 |
 | Abaddon | 12 | 18.18% | 79.4 | 66.67% | +12.97% | 0.00% | 0.00% | 0.00% | 18:36 | 10:55 | 12:56 | 17:02 | 19:30 | 41:34 | 06:34 | 04:51 |
 | Enigma | 11 | 57.89% | 77.9 | 54.55% | -32.95% | -21.22% | +12.12% | 7.72% | 10:21 | 04:48 | 05:04 | 07:36 | 09:23 | 41:23 | 04:19 | 03:11 |
 | Leshrac | 54 | 91.53% | 76.5 | 46.30% | -13.70% | +32.27% | -23.22% | -32.64% | 08:22 | 05:22 | 07:08 | 07:56 | 08:50 | 25:35 | 01:42 | 01:15 |
 | Lina | 3 | 5.45% | 75.0 | 100.00% | +48.08% | 0.00% | 0.00% | 0.00% | 14:25 | 10:22 | 10:22 | 13:12 | 19:41 | 19:41 | 09:19 | 06:54 |
 | Pangolier | 69 | 51.11% | 73.5 | 46.38% | -15.74% | +6.56% | +12.44% | 1.41% | 11:22 | 04:45 | 07:55 | 09:05 | 12:05 | 36:32 | 04:10 | 03:05 |
 | Undying | 18 | 51.43% | 72.1 | 50.00% | -8.82% | +10.00% | -25.00% | -7.75% | 14:44 | 09:43 | 11:27 | 13:47 | 15:58 | 28:49 | 04:31 | 03:20 |
 | Grimstroke | 75 | 58.59% | 70.6 | 44.00% | +6.26% | -7.16% | +3.37% | 2.95% | 14:55 | 06:49 | 11:28 | 13:02 | 15:02 | 51:27 | 03:34 | 02:38 |
 | Winter Wyvern | 10 | 50.00% | 69.1 | 50.00% | +20.00% | -16.67% | +50.00% | 13.33% | 16:50 | 09:46 | 12:08 | 13:28 | 17:08 | 36:35 | 05:00 | 03:42 |
 | Witch Doctor | 1 | 20.00% | 67.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 18:34 | 00:00 | 00:00 |
 | Shadow Shaman | 42 | 43.75% | 66.2 | 42.86% | -10.84% | +11.69% | +7.14% | -1.84% | 12:37 | 06:59 | 09:45 | 10:57 | 12:13 | 40:41 | 02:28 | 01:49 |
 | Batrider | 2 | 6.06% | 64.7 | 100.00% | +48.39% | 0.00% | 0.00% | 0.00% | 24:00 | 23:51 | 23:51 | 24:08 | 24:08 | 24:08 | 00:17 | 00:12 |
 | Dawnbreaker | 1 | 16.67% | 63.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 13:31 | 00:00 | 00:00 |
 | Earthshaker | 4 | 50.00% | 61.8 | 50.00% | 0.00% | +50.00% | -50.00% | -86.96% | 06:20 | 05:18 | 05:18 | 05:59 | 06:27 | 07:36 | 01:09 | 00:51 |
 | Snapfire | 14 | 16.09% | 60.3 | 50.00% | +4.79% | -50.00% | +16.67% | 20.73% | 14:34 | 07:50 | 10:21 | 11:21 | 13:34 | 31:37 | 03:13 | 02:22 |
 | Puck | 4 | 6.78% | 58.8 | 75.00% | +31.36% | +25.00% | +25.00% | 0.00% | 24:55 | 19:57 | 19:57 | 22:59 | 28:08 | 28:35 | 08:11 | 06:03 |
 | Skywrath Mage | 14 | 35.90% | 57.4 | 42.86% | -5.14% | -42.86% | -9.53% | 5.73% | 18:28 | 10:04 | 11:52 | 14:00 | 17:41 | 53:18 | 05:49 | 04:18 |
 | Techies | 10 | 55.56% | 55.9 | 40.00% | +27.50% | -6.67% | -40.00% | -2.88% | 19:21 | 10:22 | 12:56 | 17:32 | 24:31 | 26:55 | 11:35 | 08:34 |
 | Ogre Magi | 17 | 37.78% | 54.4 | 41.18% | +1.89% | -16.18% | +8.82% | 4.62% | 16:50 | 09:24 | 13:16 | 15:58 | 18:41 | 28:21 | 05:25 | 04:00 |
 | Enchantress | 4 | 4.40% | 52.9 | 75.00% | +18.68% | -75.00% | +25.00% | 0.00% | 19:56 | 13:05 | 13:05 | 17:18 | 19:36 | 29:43 | 06:31 | 04:49 |
 | Disruptor | 4 | 25.00% | 51.5 | 50.00% | +41.67% | +50.00% | +50.00% | 0.00% | 14:41 | 11:39 | 11:39 | 15:09 | 15:40 | 16:15 | 04:01 | 02:58 |
 | Venomancer | 1 | 8.33% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 42:40 | 00:00 | 00:00 |
 | Zeus | 4 | 100.00% | 48.5 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 09:04 | 08:09 | 08:09 | 08:32 | 09:08 | 10:27 | 00:59 | 00:43 |
 | Necrophos | 3 | 6.67% | 47.1 | 66.67% | +11.91% | +33.33% | 0.00% | 0.00% | 20:51 | 10:42 | 10:42 | 21:39 | 30:11 | 30:11 | 19:29 | 14:25 |
 | Vengeful Spirit | 1 | 5.88% | 45.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 21:38 | 00:00 | 00:00 |
 | Oracle | 4 | 80.00% | 44.1 | 25.00% | -75.00% | -25.00% | +75.00% | 42.86% | 14:50 | 12:35 | 12:35 | 12:49 | 14:55 | 19:02 | 02:20 | 01:43 |
 | Pugna | 23 | 19.83% | 42.6 | 30.43% | -25.48% | -13.76% | +2.90% | 3.31% | 11:37 | 06:16 | 08:16 | 11:44 | 13:18 | 18:32 | 05:02 | 03:43 |
 | Tiny | 6 | 3.92% | 41.2 | 50.00% | +3.74% | 0.00% | -50.00% | 0.00% | 10:22 | 05:46 | 06:35 | 07:19 | 08:52 | 24:57 | 02:17 | 01:41 |
 | Nature's Prophet | 1 | 2.94% | 39.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 31:32 | 00:00 | 00:00 |
 | Beastmaster | 1 | 2.78% | 38.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 35:08 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 2.56% | 36.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Underlord | 1 | 2.38% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 14:41 | 00:00 | 00:00 |
 | Doom | 1 | 2.04% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 30:35 | 00:00 | 00:00 |
 | Tidehunter | 1 | 1.85% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:54 | 32:54 | 32:54 | 32:54 | 32:54 | 32:54 | 00:00 | 00:00 |
 | Phoenix | 1 | 1.82% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 35:16 | 00:00 | 00:00 |
 | Dark Willow | 2 | 15.38% | 29.4 | 50.00% | +22.73% | +50.00% | 0.00% | 0.00% | 18:32 | 11:15 | 11:15 | 25:49 | 25:49 | 25:49 | 14:34 | 10:47 |
 | Broodmother | 6 | 85.71% | 27.9 | 16.67% | +16.67% | -16.67% | -16.67% | 0.00% | 07:16 | 04:13 | 05:55 | 06:11 | 09:36 | 09:52 | 03:41 | 02:43 |
 | Death Prophet | 4 | 3.05% | 26.5 | 50.00% | +1.18% | +50.00% | -50.00% | 0.00% | 17:46 | 12:23 | 12:23 | 14:24 | 15:11 | 29:07 | 02:48 | 02:04 |
 | Io | 1 | 1.01% | 25.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 34:04 | 00:00 | 00:00 |
 | Omniknight | 3 | 27.27% | 23.5 | 33.33% | -4.17% | -33.33% | 0.00% | 9.76% | 15:59 | 14:23 | 14:23 | 15:47 | 17:48 | 17:48 | 03:25 | 02:31 |
 | Mars | 1 | 0.53% | 22.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 18:56 | 00:00 | 00:00 |
 | Centaur Warrunner | 3 | 18.75% | 20.6 | 33.33% | -5.13% | +66.67% | 0.00% | 0.00% | 22:36 | 17:30 | 17:30 | 22:40 | 27:37 | 27:37 | 10:07 | 07:29 |
 | Earth Spirit | 2 | 5.56% | 19.1 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 20:01 | 09:02 | 09:02 | 31:00 | 31:00 | 31:00 | 21:58 | 16:16 |
 | Magnus | 6 | 54.55% | 17.6 | 16.67% | -63.33% | -16.67% | +83.33% | 6.09% | 16:26 | 05:48 | 06:07 | 06:57 | 22:32 | 35:32 | 16:25 | 12:09 |
 | Gyrocopter | 2 | 4.17% | 16.2 | 50.00% | +13.04% | -50.00% | 0.00% | 0.00% | 15:08 | 13:45 | 13:45 | 16:31 | 16:31 | 16:31 | 02:46 | 02:02 |
 | Dragon Knight | 2 | 1.30% | 14.7 | 50.00% | +3.29% | +50.00% | 0.00% | 0.00% | 30:17 | 08:47 | 08:47 | 51:46 | 51:46 | 51:46 | 42:59 | 31:50 |
 | Windranger | 1 | 3.85% | 13.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 10:18 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.89% | 11.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 39:54 | 00:00 | 00:00 |
 | Viper | 1 | 2.27% | 10.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 37:19 | 00:00 | 00:00 |
 | Chen | 1 | 7.14% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 14:05 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 100.00% | 7.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:00 | 10:22 | 10:22 | 35:38 | 35:38 | 35:38 | 25:16 | 18:42 |
 | Crystal Maiden | 1 | 12.50% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:59 | 14:59 | 14:59 | 14:59 | 14:59 | 14:59 | 00:00 | 00:00 |
 | Tusk | 1 | 2.08% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 29:37 | 00:00 | 00:00 |
 | Bristleback | 1 | 8.33% | 2.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 25:56 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.71% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 07:45 | 00:00 | 00:00 |