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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 | |
 | Tranquil Boots | 1158 | 19.36% | 60.8 | 52.07% | +8.12% | +1.38% | +1.56% | 0.03% | 12:35 | 01:20 | 07:19 | 10:17 | 14:02 | 60:09 | 04:58 |
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 | |
 | Ogre Magi | 14 | 40.00% | 100.0 | 92.86% | +40.48% | +7.14% | +7.14% | 0.00% | 20:26 | 11:44 | 12:58 | 15:37 | 30:48 | 34:37 | 17:50 | 13:12 |
 | Earth Spirit | 19 | 59.38% | 98.5 | 68.42% | +22.27% | -8.42% | +31.58% | 8.76% | 13:46 | 04:47 | 08:16 | 11:06 | 12:50 | 47:03 | 04:34 | 03:22 |
 | Elder Titan | 11 | 91.67% | 97.0 | 63.64% | -36.36% | +3.03% | +3.03% | 0.00% | 10:13 | 05:21 | 08:19 | 10:46 | 11:28 | 13:17 | 03:09 | 02:20 |
 | Bane | 28 | 50.91% | 95.5 | 67.86% | +19.71% | +17.85% | -10.72% | -4.77% | 14:11 | 06:36 | 10:35 | 13:21 | 16:34 | 29:35 | 05:59 | 04:25 |
 | Phoenix | 48 | 94.12% | 94.0 | 58.33% | -8.34% | +8.34% | -16.66% | -5.62% | 09:39 | 04:09 | 07:03 | 09:29 | 11:30 | 22:16 | 04:27 | 03:17 |
 | Disruptor | 11 | 64.71% | 92.5 | 63.64% | +30.31% | +3.03% | +3.03% | 0.00% | 12:40 | 06:56 | 09:40 | 10:56 | 12:44 | 19:54 | 03:04 | 02:16 |
 | Visage | 58 | 73.42% | 91.0 | 58.62% | -12.81% | +1.38% | -1.48% | -0.50% | 12:03 | 03:04 | 06:25 | 07:03 | 12:06 | 50:30 | 05:41 | 04:12 |
 | Tiny | 146 | 50.17% | 89.6 | 58.22% | +10.63% | -4.17% | -5.44% | -0.31% | 08:51 | 03:00 | 05:46 | 07:21 | 09:51 | 29:51 | 04:05 | 03:01 |
 | Venomancer | 12 | 42.86% | 88.1 | 66.67% | +35.42% | 0.00% | +33.33% | 2.13% | 14:41 | 04:28 | 07:29 | 09:08 | 23:07 | 33:35 | 15:38 | 11:34 |
 | Nyx Assassin | 39 | 82.98% | 86.6 | 56.41% | +31.41% | -6.41% | +13.59% | 6.32% | 08:17 | 02:44 | 05:59 | 07:37 | 09:09 | 24:35 | 03:10 | 02:20 |
 | Tusk | 46 | 70.77% | 85.1 | 56.52% | +19.68% | -6.52% | +7.12% | 3.15% | 08:06 | 02:25 | 05:35 | 08:19 | 09:55 | 21:25 | 04:20 | 03:12 |
 | Broodmother | 1 | 33.33% | 83.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 47:15 | 00:00 | 00:00 |
 | Dazzle | 16 | 16.49% | 82.1 | 68.75% | +19.37% | -43.75% | +6.25% | 3.10% | 20:18 | 04:54 | 10:38 | 19:41 | 26:47 | 41:45 | 16:09 | 11:57 |
 | Dark Willow | 6 | 100.00% | 80.6 | 50.00% | +50.00% | +50.00% | -50.00% | -27.40% | 08:35 | 05:36 | 06:35 | 07:36 | 10:14 | 13:41 | 03:39 | 02:42 |
 | Enigma | 11 | 11.46% | 79.1 | 72.73% | +13.91% | -6.06% | -6.06% | 0.00% | 16:05 | 05:09 | 11:07 | 17:09 | 17:40 | 25:22 | 06:33 | 04:51 |
 | Clockwerk | 111 | 90.24% | 77.6 | 48.65% | -9.68% | -5.79% | +4.92% | 2.63% | 09:17 | 04:07 | 07:09 | 08:30 | 11:13 | 18:21 | 04:04 | 03:00 |
 | Marci | 76 | 39.18% | 76.1 | 52.63% | +4.32% | -5.26% | +5.26% | 1.54% | 13:53 | 04:09 | 08:41 | 11:31 | 15:32 | 53:49 | 06:51 | 05:04 |
 | Rubick | 21 | 28.38% | 74.6 | 57.14% | +15.63% | +2.86% | +2.86% | 0.00% | 22:52 | 06:11 | 12:25 | 22:45 | 27:58 | 49:11 | 15:33 | 11:31 |
 | Pugna | 18 | 94.74% | 73.1 | 44.44% | +44.44% | +35.56% | -44.44% | -25.26% | 11:18 | 08:25 | 09:15 | 10:42 | 12:25 | 18:24 | 03:10 | 02:20 |
 | Hoodwink | 16 | 30.77% | 71.6 | 56.25% | +17.36% | -6.25% | +18.75% | 2.38% | 17:52 | 08:10 | 12:24 | 16:03 | 22:55 | 32:17 | 10:31 | 07:47 |
 | Doom | 31 | 35.63% | 70.1 | 51.61% | +10.54% | -1.61% | -14.11% | -3.89% | 06:35 | 02:59 | 04:15 | 06:16 | 07:28 | 12:58 | 03:13 | 02:22 |
 | Winter Wyvern | 34 | 21.38% | 68.7 | 52.94% | +0.94% | -8.50% | +34.56% | 2.76% | 20:46 | 08:23 | 12:21 | 16:17 | 27:57 | 49:35 | 15:36 | 11:33 |
 | Earthshaker | 24 | 68.57% | 67.2 | 45.83% | +0.38% | +20.84% | +4.17% | -1.78% | 12:01 | 04:29 | 06:23 | 09:24 | 15:46 | 37:22 | 09:23 | 06:57 |
 | Mirana | 8 | 20.51% | 65.7 | 62.50% | +10.89% | -62.50% | -12.50% | 6.26% | 19:01 | 10:27 | 11:21 | 11:51 | 19:20 | 38:07 | 07:59 | 05:54 |
 | Warlock | 14 | 17.50% | 64.2 | 57.14% | +11.69% | -7.14% | +9.53% | 1.19% | 21:57 | 09:48 | 15:07 | 21:45 | 29:09 | 36:15 | 14:02 | 10:23 |
 | Brewmaster | 19 | 45.24% | 62.7 | 47.37% | +8.24% | +12.63% | +32.63% | 11.32% | 06:13 | 03:46 | 04:50 | 05:20 | 06:36 | 14:44 | 01:46 | 01:18 |
 | Keeper of the Light | 30 | 36.14% | 61.2 | 46.67% | -2.39% | -9.17% | -32.38% | -5.64% | 07:34 | 03:09 | 05:35 | 07:41 | 09:42 | 11:50 | 04:07 | 03:02 |
 | Beastmaster | 9 | 8.11% | 59.7 | 66.67% | +7.85% | +33.33% | +33.33% | 0.00% | 29:14 | 20:39 | 22:15 | 30:39 | 34:11 | 35:47 | 11:56 | 08:50 |
 | Snapfire | 23 | 15.33% | 58.2 | 52.17% | -2.16% | +31.16% | -18.84% | -9.29% | 13:34 | 08:53 | 10:18 | 12:54 | 15:41 | 21:19 | 05:23 | 03:59 |
 | Batrider | 15 | 20.83% | 56.7 | 53.33% | +4.21% | -3.33% | -28.33% | -3.03% | 10:59 | 04:18 | 05:16 | 11:17 | 13:31 | 20:29 | 08:15 | 06:06 |
 | Windranger | 15 | 44.12% | 55.2 | 46.67% | +9.83% | +28.33% | +28.33% | 0.00% | 13:22 | 07:42 | 09:20 | 11:26 | 12:10 | 33:02 | 02:50 | 02:05 |
 | Treant Protector | 26 | 50.00% | 53.7 | 42.31% | -23.07% | -13.74% | +24.36% | 6.61% | 14:06 | 07:09 | 08:56 | 10:43 | 14:42 | 38:46 | 05:46 | 04:16 |
 | Lycan | 9 | 18.75% | 52.2 | 55.56% | -8.54% | -5.56% | -5.56% | 0.00% | 33:25 | 28:31 | 28:45 | 32:52 | 35:52 | 38:33 | 07:07 | 05:16 |
 | Abaddon | 16 | 80.00% | 50.7 | 37.50% | -12.50% | -12.50% | +12.50% | 16.67% | 12:24 | 10:20 | 11:19 | 12:15 | 12:49 | 16:03 | 01:30 | 01:06 |
 | Sand King | 3 | 20.00% | 49.3 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 07:37 | 04:53 | 04:53 | 08:02 | 09:55 | 09:55 | 05:02 | 03:43 |
 | Axe | 1 | 14.29% | 47.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 06:52 | 00:00 | 00:00 |
 | Viper | 12 | 13.33% | 46.3 | 50.00% | 0.00% | -16.67% | +16.67% | 3.27% | 16:22 | 05:55 | 10:16 | 12:56 | 20:28 | 32:28 | 10:12 | 07:33 |
 | Jakiro | 17 | 47.22% | 44.8 | 35.29% | -22.60% | +14.71% | +39.71% | 5.12% | 15:29 | 08:42 | 11:54 | 13:25 | 16:47 | 36:15 | 04:53 | 03:37 |
 | Crystal Maiden | 33 | 94.29% | 43.3 | 27.27% | +27.27% | +10.23% | -2.27% | -4.24% | 12:08 | 06:59 | 10:24 | 12:20 | 13:21 | 16:09 | 02:57 | 02:11 |
 | Dawnbreaker | 9 | 4.89% | 41.8 | 55.56% | +10.42% | +44.44% | -55.56% | 0.00% | 12:43 | 01:20 | 07:19 | 10:17 | 20:29 | 22:35 | 13:10 | 09:45 |
 | Lion | 12 | 100.00% | 40.3 | 25.00% | +25.00% | +8.33% | -25.00% | -10.26% | 08:24 | 05:15 | 06:16 | 07:11 | 09:31 | 16:59 | 03:15 | 02:24 |
 | Enchantress | 5 | 4.76% | 38.8 | 60.00% | +14.00% | -60.00% | +40.00% | 0.00% | 25:15 | 11:39 | 11:39 | 28:25 | 32:52 | 41:09 | 21:13 | 15:42 |
 | Skywrath Mage | 6 | 10.53% | 37.3 | 50.00% | +20.59% | +50.00% | -50.00% | 0.00% | 13:34 | 06:04 | 10:57 | 12:12 | 15:03 | 22:11 | 04:06 | 03:02 |
 | Shadow Shaman | 16 | 39.02% | 35.8 | 31.25% | -12.75% | +18.75% | -6.25% | -4.85% | 15:35 | 04:13 | 08:04 | 11:09 | 13:13 | 60:09 | 05:09 | 03:48 |
 | Oracle | 5 | 33.33% | 34.3 | 40.00% | -30.00% | -40.00% | +60.00% | 0.00% | 14:57 | 08:42 | 08:42 | 13:14 | 17:06 | 25:08 | 08:24 | 06:13 |
 | Dragon Knight | 3 | 5.00% | 32.8 | 66.67% | +15.79% | +33.33% | 0.00% | 0.00% | 07:20 | 06:55 | 06:55 | 07:31 | 07:33 | 07:33 | 00:38 | 00:28 |
 | Ancient Apparition | 2 | 25.00% | 31.3 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 17:10 | 15:03 | 15:03 | 19:17 | 19:17 | 19:17 | 04:14 | 03:08 |
 | Shadow Demon | 3 | 37.50% | 29.9 | 33.33% | -46.67% | -33.33% | 0.00% | 0.00% | 16:45 | 13:04 | 13:04 | 15:49 | 21:22 | 21:22 | 08:18 | 06:08 |
 | Chen | 1 | 1.64% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Grimstroke | 13 | 33.33% | 26.9 | 23.08% | -19.23% | +10.25% | +10.25% | 0.00% | 23:53 | 08:13 | 12:59 | 20:14 | 31:24 | 47:35 | 18:25 | 13:38 |
 | Pangolier | 1 | 1.16% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:58 | 06:58 | 06:58 | 06:58 | 06:58 | 06:58 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.90% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 37:08 | 00:00 | 00:00 |
 | Lich | 8 | 80.00% | 22.4 | 12.50% | -37.50% | -12.50% | -12.50% | 0.00% | 15:18 | 11:41 | 12:06 | 13:23 | 13:42 | 28:09 | 01:36 | 01:11 |
 | Vengeful Spirit | 5 | 35.71% | 20.9 | 20.00% | -35.56% | -20.00% | -20.00% | 0.00% | 11:26 | 06:06 | 06:06 | 13:05 | 13:10 | 14:05 | 07:04 | 05:14 |
 | Death Prophet | 2 | 2.27% | 19.4 | 50.00% | -2.33% | +50.00% | 0.00% | 0.00% | 18:10 | 07:43 | 07:43 | 28:36 | 28:36 | 28:36 | 20:53 | 15:28 |
 | Zeus | 2 | 1.68% | 17.9 | 50.00% | +4.70% | -50.00% | 0.00% | 0.00% | 14:08 | 08:49 | 08:49 | 19:26 | 19:26 | 19:26 | 10:37 | 07:51 |
 | Techies | 3 | 60.00% | 16.4 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 10:38 | 08:28 | 08:28 | 10:33 | 12:54 | 12:54 | 04:26 | 03:17 |
 | Witch Doctor | 3 | 50.00% | 14.9 | 0.00% | -66.67% | 0.00% | 0.00% | 0.00% | 14:20 | 08:44 | 08:44 | 11:30 | 22:46 | 22:46 | 14:02 | 10:23 |
 | Bounty Hunter | 1 | 33.33% | 13.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 04:58 | 00:00 | 00:00 |
 | Silencer | 1 | 100.00% | 11.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:27 | 12:27 | 12:27 | 12:27 | 12:27 | 12:27 | 00:00 | 00:00 |
 | Undying | 1 | 7.69% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 15:01 | 00:00 | 00:00 |
 | Sven | 1 | 5.56% | 9.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 16:35 | 00:00 | 00:00 |
 | Razor | 1 | 0.68% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 11:14 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 8.33% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 28:56 | 00:00 | 00:00 |
 | Pudge | 3 | 6.82% | 4.5 | 0.00% | -53.66% | 0.00% | 0.00% | 0.00% | 06:29 | 04:17 | 04:17 | 07:08 | 08:02 | 08:02 | 03:45 | 02:46 |
 | Centaur Warrunner | 1 | 9.09% | 3.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Alchemist | 1 | 1.43% | 1.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 11:04 | 00:00 | 00:00 |