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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 | 2706 | 29.38% | 50.4 | 50.96% | +12.09% | +1.48% | -1.11% | -0.39% | 11:14 | 00:54 | 06:52 | 10:03 | 13:34 | 57:41 | 04:57 |
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 | |
 | Bane | 5 | 83.33% | 100.0 | 80.00% | +80.00% | -80.00% | +20.00% | 14.02% | 15:58 | 11:04 | 11:04 | 16:27 | 18:12 | 22:32 | 07:08 | 05:17 |
 | Phoenix | 194 | 98.98% | 98.6 | 65.46% | +15.46% | -4.24% | +7.46% | 3.00% | 09:25 | 02:36 | 06:54 | 08:51 | 10:48 | 28:33 | 03:54 | 02:53 |
 | Disruptor | 56 | 93.33% | 97.2 | 60.71% | +35.71% | -10.71% | -10.71% | 0.00% | 12:45 | 07:23 | 09:52 | 11:22 | 14:37 | 39:42 | 04:45 | 03:31 |
 | Shadow Demon | 29 | 65.91% | 95.8 | 62.07% | +22.07% | -19.21% | +9.36% | 2.52% | 18:05 | 06:00 | 10:47 | 17:42 | 22:08 | 38:52 | 11:21 | 08:24 |
 | Clockwerk | 115 | 98.29% | 94.4 | 57.39% | +7.39% | +11.58% | +4.68% | -1.77% | 07:51 | 02:47 | 05:35 | 07:14 | 09:29 | 16:29 | 03:54 | 02:53 |
 | Earthshaker | 133 | 85.81% | 93.0 | 57.89% | +3.34% | +2.72% | +2.72% | 0.00% | 08:10 | 01:18 | 04:33 | 05:58 | 07:14 | 42:29 | 02:41 | 01:59 |
 | Elder Titan | 81 | 82.65% | 91.5 | 58.02% | -12.57% | +6.98% | -8.02% | -2.88% | 09:48 | 02:56 | 06:46 | 09:37 | 11:58 | 21:51 | 05:12 | 03:51 |
 | Lich | 9 | 100.00% | 90.1 | 55.56% | +55.56% | +44.44% | -5.56% | -22.06% | 11:55 | 10:24 | 10:24 | 12:06 | 12:40 | 13:46 | 02:16 | 01:40 |
 | Ancient Apparition | 36 | 66.67% | 88.7 | 58.33% | +30.55% | -2.77% | -13.89% | -1.87% | 15:22 | 05:39 | 09:31 | 12:02 | 15:27 | 57:41 | 05:56 | 04:23 |
 | Keeper of the Light | 173 | 99.43% | 87.3 | 53.76% | -46.24% | -0.27% | +4.38% | 1.56% | 07:32 | 02:44 | 05:56 | 07:19 | 08:55 | 17:12 | 02:59 | 02:12 |
 | Nyx Assassin | 194 | 91.51% | 85.9 | 53.09% | -8.02% | -4.11% | -1.01% | 0.81% | 07:56 | 00:54 | 05:29 | 06:50 | 09:20 | 24:09 | 03:51 | 02:51 |
 | Oracle | 104 | 64.20% | 84.5 | 53.85% | +2.13% | -3.85% | +15.38% | 2.77% | 15:51 | 06:03 | 11:21 | 13:26 | 18:17 | 37:47 | 06:56 | 05:08 |
 | Tusk | 108 | 58.06% | 83.1 | 52.78% | +11.75% | +2.78% | -4.63% | -1.30% | 09:48 | 01:24 | 05:48 | 07:48 | 11:30 | 34:39 | 05:42 | 04:13 |
 | Sand King | 32 | 47.06% | 81.7 | 56.25% | +11.81% | -6.25% | +6.25% | 5.10% | 07:47 | 02:32 | 05:55 | 06:52 | 08:22 | 16:03 | 02:27 | 01:48 |
 | Dark Willow | 46 | 97.87% | 80.3 | 50.00% | -50.00% | +16.67% | -13.64% | -7.27% | 11:13 | 04:46 | 07:21 | 09:46 | 11:31 | 35:12 | 04:10 | 03:05 |
 | Abaddon | 57 | 63.33% | 78.9 | 52.63% | -1.92% | +4.51% | -2.63% | -2.19% | 12:34 | 07:10 | 10:29 | 12:08 | 13:45 | 27:43 | 03:16 | 02:25 |
 | Puck | 20 | 6.02% | 77.5 | 70.00% | +15.51% | +10.00% | -10.00% | 0.00% | 11:35 | 06:03 | 09:45 | 10:53 | 14:00 | 16:40 | 04:15 | 03:08 |
 | Witch Doctor | 94 | 81.03% | 76.1 | 50.00% | 0.00% | +16.67% | -6.52% | -4.49% | 12:47 | 05:12 | 09:26 | 11:34 | 14:36 | 39:30 | 05:10 | 03:49 |
 | Lion | 107 | 100.00% | 74.6 | 48.60% | +48.60% | +3.25% | -7.86% | -3.62% | 07:10 | 01:24 | 05:23 | 07:07 | 08:27 | 16:19 | 03:04 | 02:16 |
 | Shadow Shaman | 131 | 71.20% | 73.2 | 49.62% | +4.34% | +7.96% | +4.93% | -0.26% | 13:26 | 01:52 | 06:40 | 10:31 | 18:25 | 42:53 | 11:45 | 08:42 |
 | Mirana | 31 | 21.53% | 71.8 | 58.06% | +12.93% | +4.44% | +4.44% | 0.00% | 15:58 | 04:08 | 09:33 | 15:28 | 19:09 | 33:43 | 09:36 | 07:06 |
 | Earth Spirit | 122 | 50.00% | 70.4 | 50.00% | +13.11% | +4.84% | +3.33% | -0.21% | 10:30 | 01:50 | 05:50 | 09:46 | 13:07 | 30:33 | 07:17 | 05:23 |
 | Windranger | 7 | 15.56% | 69.0 | 71.43% | +29.32% | +28.57% | +28.57% | 0.00% | 14:47 | 09:34 | 09:48 | 11:44 | 12:46 | 27:48 | 02:58 | 02:11 |
 | Crystal Maiden | 119 | 96.75% | 67.6 | 44.54% | -5.46% | +2.13% | -11.21% | -3.71% | 11:31 | 05:43 | 09:21 | 11:04 | 12:57 | 23:55 | 03:36 | 02:40 |
 | Ogre Magi | 42 | 76.36% | 66.2 | 45.24% | -16.30% | -8.88% | +4.76% | 2.31% | 15:54 | 05:58 | 12:39 | 15:16 | 18:33 | 34:58 | 05:54 | 04:22 |
 | Tiny | 27 | 52.94% | 64.8 | 48.15% | -1.85% | -19.58% | +23.28% | 19.19% | 05:23 | 02:31 | 04:04 | 05:30 | 06:18 | 07:43 | 02:14 | 01:39 |
 | Snapfire | 7 | 41.18% | 63.4 | 57.14% | +17.14% | +42.86% | -7.14% | -12.00% | 11:13 | 05:19 | 06:35 | 07:47 | 10:45 | 29:06 | 04:10 | 03:05 |
 | Tidehunter | 6 | 3.92% | 62.0 | 83.33% | +31.63% | +16.67% | +16.67% | 0.00% | 13:36 | 08:56 | 10:03 | 10:04 | 15:14 | 25:18 | 05:11 | 03:50 |
 | Jakiro | 21 | 91.30% | 60.6 | 42.86% | +42.86% | -2.86% | -22.86% | -6.98% | 12:15 | 07:36 | 10:11 | 11:24 | 13:03 | 19:09 | 02:52 | 02:07 |
 | Beastmaster | 8 | 4.49% | 59.2 | 75.00% | +16.18% | +25.00% | -25.00% | -5.13% | 24:14 | 10:55 | 17:08 | 24:26 | 26:53 | 37:10 | 09:45 | 07:13 |
 | Bounty Hunter | 12 | 48.00% | 57.7 | 50.00% | +11.54% | +16.67% | +16.67% | 0.00% | 10:01 | 03:42 | 06:12 | 10:16 | 12:22 | 16:56 | 06:10 | 04:34 |
 | Winter Wyvern | 27 | 77.14% | 56.3 | 40.74% | -46.76% | +2.12% | +2.12% | 0.00% | 15:05 | 03:43 | 10:36 | 13:20 | 18:15 | 36:30 | 07:39 | 05:40 |
 | Rubick | 108 | 55.38% | 54.9 | 40.74% | -12.13% | -3.70% | -3.70% | 0.00% | 17:03 | 04:10 | 11:10 | 16:59 | 21:00 | 53:59 | 09:50 | 07:17 |
 | Omniknight | 1 | 20.00% | 53.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 12:07 | 00:00 | 00:00 |
 | Brewmaster | 22 | 41.51% | 52.1 | 45.45% | +6.74% | -45.45% | +14.55% | 8.57% | 13:35 | 06:33 | 08:58 | 11:52 | 15:58 | 31:56 | 07:00 | 05:11 |
 | Pangolier | 17 | 9.29% | 50.7 | 52.94% | -0.67% | -2.94% | -2.94% | 0.00% | 11:44 | 06:48 | 08:03 | 11:27 | 12:45 | 26:07 | 04:42 | 03:28 |
 | Death Prophet | 33 | 15.07% | 49.3 | 45.45% | -5.63% | +4.55% | +17.05% | 2.04% | 13:12 | 05:43 | 09:45 | 12:34 | 15:53 | 23:26 | 06:08 | 04:32 |
 | Undying | 60 | 65.22% | 47.9 | 35.00% | -2.50% | +5.00% | -1.67% | -1.26% | 11:50 | 06:01 | 09:18 | 11:20 | 14:35 | 20:37 | 05:17 | 03:54 |
 | Treant Protector | 7 | 53.85% | 46.5 | 42.86% | +9.53% | +7.14% | +7.14% | 0.00% | 09:01 | 06:03 | 06:37 | 08:57 | 10:14 | 12:04 | 03:37 | 02:40 |
 | Skywrath Mage | 7 | 50.00% | 45.1 | 42.86% | +28.57% | +7.14% | +7.14% | 0.00% | 21:09 | 10:14 | 11:06 | 22:18 | 26:43 | 33:12 | 15:37 | 11:34 |
 | Venomancer | 28 | 54.90% | 43.7 | 35.71% | -7.77% | +35.72% | -7.14% | -7.35% | 10:30 | 02:38 | 06:04 | 09:16 | 11:54 | 35:26 | 05:50 | 04:19 |
 | Vengeful Spirit | 5 | 62.50% | 42.3 | 40.00% | +6.67% | -40.00% | -40.00% | 0.00% | 10:17 | 08:00 | 08:00 | 10:08 | 11:00 | 12:18 | 03:00 | 02:13 |
 | Grimstroke | 108 | 61.36% | 40.8 | 31.48% | -11.17% | -1.85% | +1.85% | 0.62% | 14:38 | 05:39 | 10:39 | 13:26 | 16:38 | 40:26 | 05:59 | 04:25 |
 | Enigma | 22 | 22.92% | 39.4 | 40.91% | -9.09% | +9.09% | +19.09% | 1.89% | 13:58 | 08:30 | 10:24 | 12:13 | 15:41 | 30:22 | 05:17 | 03:54 |
 | Mars | 8 | 3.03% | 38.0 | 62.50% | +14.84% | -12.50% | -12.50% | 0.00% | 13:05 | 07:23 | 07:34 | 09:46 | 13:30 | 31:55 | 05:56 | 04:23 |
 | Void Spirit | 19 | 6.13% | 36.6 | 47.37% | -4.52% | -7.37% | -7.37% | 0.00% | 09:23 | 03:03 | 05:56 | 09:04 | 11:50 | 20:50 | 05:54 | 04:22 |
 | Spirit Breaker | 17 | 47.22% | 35.2 | 35.29% | -6.82% | -10.29% | -10.29% | 0.00% | 10:11 | 04:04 | 04:46 | 11:05 | 12:08 | 20:50 | 07:22 | 05:27 |
 | Outworld Destroyer | 21 | 19.63% | 33.8 | 38.10% | -6.09% | -18.10% | +21.90% | 8.45% | 13:36 | 04:44 | 11:10 | 11:54 | 15:54 | 33:38 | 04:44 | 03:30 |
 | Luna | 8 | 33.33% | 32.4 | 37.50% | 0.00% | +62.50% | +12.50% | -4.07% | 16:34 | 09:31 | 09:33 | 11:23 | 21:51 | 33:17 | 12:18 | 09:06 |
 | Viper | 6 | 8.33% | 31.0 | 50.00% | -4.55% | +50.00% | -50.00% | -18.93% | 12:56 | 08:54 | 10:53 | 10:56 | 16:10 | 19:19 | 05:17 | 03:54 |
 | Silencer | 2 | 28.57% | 29.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 12:32 | 11:32 | 11:32 | 13:32 | 13:32 | 13:32 | 02:00 | 01:28 |
 | Enchantress | 15 | 17.86% | 28.2 | 33.33% | -23.19% | +16.67% | -8.33% | -6.52% | 13:22 | 05:35 | 10:03 | 12:02 | 13:53 | 30:43 | 03:50 | 02:50 |
 | Gyrocopter | 4 | 8.33% | 26.8 | 50.00% | +13.64% | +50.00% | -50.00% | 0.00% | 12:47 | 07:40 | 07:40 | 11:12 | 12:06 | 20:08 | 04:26 | 03:17 |
 | Legion Commander | 1 | 1.79% | 25.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 08:16 | 00:00 | 00:00 |
 | Underlord | 5 | 6.49% | 23.9 | 40.00% | -14.17% | -40.00% | +60.00% | 0.00% | 09:53 | 05:32 | 05:32 | 08:42 | 13:21 | 15:00 | 07:49 | 05:47 |
 | Monkey King | 1 | 0.52% | 22.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 05:21 | 00:00 | 00:00 |
 | Naga Siren | 2 | 8.00% | 21.1 | 50.00% | +15.22% | +50.00% | 0.00% | 0.00% | 12:18 | 12:17 | 12:17 | 12:18 | 12:18 | 12:18 | 00:01 | 00:00 |
 | Lina | 2 | 4.55% | 19.7 | 50.00% | +9.52% | -50.00% | 0.00% | 0.00% | 21:24 | 19:33 | 19:33 | 23:15 | 23:15 | 23:15 | 03:42 | 02:44 |
 | Pugna | 4 | 21.05% | 18.3 | 25.00% | -8.33% | -25.00% | -25.00% | 0.00% | 14:03 | 06:07 | 06:07 | 12:37 | 14:36 | 22:52 | 08:29 | 06:17 |
 | Slardar | 3 | 8.82% | 16.9 | 33.33% | -24.73% | -33.33% | 0.00% | 0.00% | 05:03 | 03:18 | 03:18 | 05:30 | 06:22 | 06:22 | 03:04 | 02:16 |
 | Leshrac | 3 | 4.05% | 15.5 | 33.33% | -7.52% | -33.33% | 0.00% | 0.00% | 11:50 | 11:02 | 11:02 | 11:42 | 12:45 | 12:45 | 01:43 | 01:16 |
 | Lone Druid | 1 | 9.09% | 14.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 25:26 | 00:00 | 00:00 |
 | Visage | 2 | 40.00% | 12.7 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 06:40 | 05:59 | 05:59 | 07:21 | 07:21 | 07:21 | 01:22 | 01:00 |
 | Techies | 2 | 50.00% | 11.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:36 | 02:59 | 02:59 | 04:12 | 04:12 | 04:12 | 01:13 | 00:54 |
 | Axe | 2 | 8.33% | 9.9 | 0.00% | -54.55% | 0.00% | 0.00% | 0.00% | 34:06 | 27:38 | 27:38 | 40:34 | 40:34 | 40:34 | 12:56 | 09:34 |
 | Queen of Pain | 1 | 1.35% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 21:03 | 00:00 | 00:00 |
 | Timbersaw | 1 | 0.84% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 13:11 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 5.00% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 06:59 | 00:00 | 00:00 |
 | Batrider | 2 | 1.36% | 4.2 | 0.00% | -50.34% | 0.00% | 0.00% | 0.00% | 08:31 | 06:00 | 06:00 | 11:02 | 11:02 | 11:02 | 05:02 | 03:43 |
 | Bloodseeker | 1 | 0.97% | 2.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 18:26 | 00:00 | 00:00 |
 | Pudge | 1 | 100.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 05:51 | 00:00 | 00:00 |