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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 | |
 | Headdress | 2027 | 5.98% | 69.4 | 57.52% | +8.57% | -5.25% | +8.55% | 0.80% | 10:37 | -01:30 | -01:29 | 11:00 | 18:39 | 1:05:54 | 14:54 |
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 | |
 | Enigma | 13 | 3.96% | 100.0 | 92.31% | +32.94% | +7.69% | +7.69% | 0.00% | 16:40 | -01:29 | 15:40 | 17:59 | 18:54 | 24:31 | 03:14 | 02:23 |
 | Visage | 27 | 10.19% | 98.8 | 77.78% | +22.32% | -6.35% | +7.93% | 2.31% | 21:25 | -01:22 | 18:22 | 20:47 | 24:33 | 31:23 | 06:11 | 04:34 |
 | Chen | 186 | 97.89% | 97.5 | 59.68% | +34.68% | -12.87% | +3.36% | 16.23% | 00:02 | -01:30 | -01:29 | -01:29 | 00:02 | 18:43 | 01:31 | 01:07 |
 | Enchantress | 93 | 20.81% | 96.3 | 65.59% | +18.13% | -22.11% | +25.71% | 4.03% | 19:33 | -01:29 | 12:26 | 17:19 | 24:18 | 59:09 | 11:52 | 08:47 |
 | Ancient Apparition | 5 | 6.17% | 95.0 | 100.00% | +55.26% | 0.00% | 0.00% | 0.00% | 05:34 | -01:29 | -01:29 | -01:29 | 12:29 | 19:50 | 13:58 | 10:20 |
 | Abaddon | 82 | 36.94% | 93.8 | 63.41% | +7.70% | -1.51% | +6.59% | 1.00% | 19:38 | -01:29 | 15:37 | 18:18 | 23:41 | 42:38 | 08:04 | 05:58 |
 | Mirana | 59 | 14.18% | 92.5 | 67.80% | +12.06% | +12.20% | -21.13% | -2.85% | 19:39 | -01:29 | 13:44 | 19:24 | 25:26 | 52:13 | 11:42 | 08:40 |
 | Warlock | 24 | 16.90% | 91.3 | 70.83% | +25.07% | +12.50% | -37.50% | -6.90% | 22:50 | -01:28 | 20:14 | 22:23 | 27:29 | 35:49 | 07:15 | 05:22 |
 | Undying | 167 | 49.26% | 90.0 | 58.08% | +15.64% | +15.73% | -3.32% | -3.05% | 19:44 | 02:42 | 15:42 | 18:32 | 21:57 | 44:15 | 06:15 | 04:37 |
 | Centaur Warrunner | 22 | 17.74% | 88.8 | 68.18% | +25.04% | -1.51% | -8.18% | -2.07% | 19:54 | 14:10 | 18:10 | 18:53 | 21:23 | 32:49 | 03:13 | 02:22 |
 | Necrophos | 20 | 14.29% | 87.5 | 70.00% | +16.67% | -10.00% | -10.00% | 0.00% | 17:28 | 07:30 | 12:35 | 14:47 | 22:15 | 33:10 | 09:40 | 07:09 |
 | Broodmother | 40 | 35.71% | 86.3 | 60.00% | +14.17% | -10.00% | 0.00% | 1.73% | 18:04 | 12:24 | 14:36 | 18:12 | 20:22 | 28:41 | 05:46 | 04:16 |
 | Io | 434 | 98.41% | 85.0 | 51.38% | +22.81% | -5.51% | -5.08% | 0.15% | 01:57 | -01:30 | -01:29 | -01:29 | 04:17 | 32:48 | 05:46 | 04:16 |
 | Treant Protector | 47 | 16.97% | 83.8 | 59.57% | +4.79% | -17.90% | -9.57% | 0.46% | 13:32 | -01:29 | -01:28 | 15:55 | 19:25 | 35:14 | 20:53 | 15:28 |
 | Dazzle | 35 | 20.83% | 82.5 | 60.00% | +14.14% | -15.56% | +6.67% | 1.36% | 17:09 | -01:29 | 09:45 | 17:34 | 26:06 | 41:50 | 16:21 | 12:06 |
 | Jakiro | 19 | 8.88% | 81.3 | 68.42% | +20.21% | +11.58% | -8.42% | -1.14% | 13:50 | -01:29 | -01:29 | 17:04 | 19:06 | 37:51 | 20:35 | 15:14 |
 | Keeper of the Light | 39 | 10.40% | 80.0 | 61.54% | +10.65% | -1.54% | +18.46% | 20.00% | 02:05 | -01:29 | -01:29 | -01:29 | -01:28 | 31:41 | 00:01 | 00:00 |
 | Beastmaster | 11 | 2.45% | 78.8 | 81.82% | +24.74% | -15.15% | +18.18% | 0.00% | 23:16 | 15:28 | 21:17 | 23:53 | 24:19 | 31:13 | 03:02 | 02:14 |
 | Snapfire | 114 | 14.16% | 77.5 | 53.51% | +9.52% | -1.79% | +7.20% | 0.61% | 08:40 | -01:30 | -01:29 | 06:34 | 16:14 | 1:05:54 | 17:43 | 13:07 |
 | Tidehunter | 31 | 9.51% | 76.3 | 61.29% | +16.88% | +13.71% | -11.29% | -4.95% | 17:49 | 09:47 | 15:06 | 16:55 | 20:09 | 36:45 | 05:03 | 03:44 |
 | Magnus | 18 | 20.00% | 75.0 | 61.11% | +9.72% | -1.11% | -36.11% | -5.12% | 06:16 | -01:29 | 02:28 | 07:21 | 09:18 | 13:07 | 06:50 | 05:03 |
 | Death Prophet | 13 | 1.89% | 73.8 | 76.92% | +26.92% | -43.59% | +23.08% | 0.00% | 20:56 | -01:28 | 14:15 | 17:40 | 29:36 | 44:08 | 15:21 | 11:22 |
 | Phoenix | 45 | 20.00% | 72.5 | 53.33% | +1.11% | -26.06% | +19.40% | 27.28% | 03:40 | -01:29 | -01:29 | -01:29 | 03:09 | 34:23 | 04:38 | 03:25 |
 | Pugna | 9 | 3.96% | 71.3 | 77.78% | +32.37% | -27.78% | +22.22% | 2.02% | 17:49 | -01:29 | -01:29 | 23:20 | 26:13 | 40:32 | 27:42 | 20:31 |
 | Marci | 12 | 2.17% | 70.0 | 75.00% | +24.07% | +25.00% | -8.33% | 0.00% | 01:37 | -01:30 | -01:29 | -01:29 | -01:29 | 16:39 | 00:00 | 00:00 |
 | Dawnbreaker | 112 | 24.89% | 68.8 | 47.32% | +3.53% | +24.11% | +2.68% | -4.01% | 16:28 | -01:29 | 13:22 | 15:34 | 18:43 | 39:26 | 05:21 | 03:57 |
 | Omniknight | 11 | 12.94% | 67.5 | 63.64% | +20.40% | +36.36% | -30.31% | -6.67% | 25:53 | 16:09 | 18:05 | 24:19 | 28:05 | 47:22 | 10:00 | 07:24 |
 | Dark Seer | 35 | 30.43% | 66.3 | 48.57% | +3.57% | -4.13% | +6.99% | 2.44% | 12:37 | 01:57 | 08:26 | 10:55 | 13:00 | 44:56 | 04:34 | 03:22 |
 | Faceless Void | 4 | 1.33% | 65.0 | 100.00% | +48.82% | 0.00% | 0.00% | 0.00% | 09:23 | -01:30 | -01:30 | -01:29 | -01:29 | 41:59 | 00:01 | 00:00 |
 | Winter Wyvern | 50 | 16.72% | 63.8 | 48.00% | +0.61% | -9.54% | +2.00% | 11.54% | 04:27 | -01:30 | -01:29 | -01:29 | 01:36 | 37:43 | 03:05 | 02:17 |
 | Hoodwink | 18 | 3.96% | 62.5 | 61.11% | +15.70% | -21.11% | +13.89% | 35.00% | 03:03 | -01:29 | -01:29 | -01:29 | -01:28 | 25:37 | 00:01 | 00:00 |
 | Lich | 7 | 6.36% | 61.3 | 71.43% | +32.60% | -21.43% | +28.57% | 2.75% | 17:39 | -01:29 | -00:56 | 15:33 | 19:08 | 50:59 | 20:04 | 14:51 |
 | Clockwerk | 16 | 3.47% | 60.0 | 62.50% | +13.51% | -12.50% | +12.50% | 0.00% | 15:28 | -01:29 | -01:28 | 16:54 | 25:38 | 43:47 | 27:06 | 20:04 |
 | Underlord | 19 | 11.59% | 58.8 | 47.37% | -0.22% | +32.63% | -7.37% | -7.10% | 18:59 | 12:15 | 15:28 | 17:54 | 21:06 | 29:22 | 05:38 | 04:10 |
 | Sand King | 3 | 0.76% | 57.5 | 100.00% | +52.03% | 0.00% | 0.00% | 0.00% | 25:04 | 13:45 | 13:45 | 20:19 | 41:07 | 41:07 | 27:22 | 20:16 |
 | Venomancer | 12 | 12.00% | 56.3 | 50.00% | -2.27% | -16.67% | +16.67% | 3.99% | 23:02 | -01:28 | 16:20 | 19:07 | 24:41 | 53:14 | 08:21 | 06:11 |
 | Witch Doctor | 7 | 10.29% | 55.0 | 57.14% | +6.32% | -57.14% | -7.14% | 3.31% | 13:10 | -01:29 | -01:29 | 15:44 | 16:35 | 42:38 | 18:04 | 13:22 |
 | Oracle | 7 | 10.14% | 53.8 | 57.14% | +0.69% | -7.14% | -7.14% | 0.00% | 15:35 | -01:29 | 13:04 | 18:01 | 19:46 | 23:58 | 06:42 | 04:57 |
 | Sven | 4 | 3.92% | 52.5 | 75.00% | +19.90% | +25.00% | +25.00% | 0.00% | 09:17 | -01:29 | -01:29 | -01:29 | 16:49 | 23:16 | 18:18 | 13:33 |
 | Rubick | 28 | 7.33% | 51.3 | 42.86% | -4.03% | +28.57% | 0.00% | 0.00% | -00:48 | -01:29 | -01:29 | -01:29 | -01:29 | 16:19 | 00:00 | 00:00 |
 | Pangolier | 10 | 1.58% | 50.0 | 60.00% | +9.11% | -26.67% | +40.00% | 0.00% | 13:23 | -01:29 | 02:54 | 08:37 | 24:13 | 42:57 | 21:19 | 15:47 |
 | Pudge | 2 | 1.31% | 48.8 | 100.00% | +43.71% | 0.00% | 0.00% | 0.00% | 39:12 | 33:40 | 33:40 | 44:44 | 44:44 | 44:44 | 11:04 | 08:11 |
 | Timbersaw | 12 | 3.38% | 47.5 | 50.00% | +0.44% | -16.67% | +16.67% | 2.84% | 24:26 | 11:11 | 15:32 | 22:16 | 27:16 | 43:33 | 11:44 | 08:41 |
 | Bounty Hunter | 1 | 7.14% | 46.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 21:42 | 00:00 | 00:00 |
 | Earth Spirit | 7 | 3.40% | 45.0 | 57.14% | +2.87% | -57.14% | +42.86% | 0.00% | 20:15 | 05:40 | 12:32 | 18:22 | 21:32 | 40:34 | 09:00 | 06:40 |
 | Grimstroke | 15 | 2.74% | 43.8 | 46.67% | +3.33% | +3.33% | -46.67% | -50.00% | 01:09 | -01:29 | -01:29 | -01:29 | -01:28 | 34:27 | 00:01 | 00:00 |
 | Ogre Magi | 4 | 1.26% | 42.5 | 75.00% | +28.35% | +25.00% | +25.00% | 0.00% | 16:06 | -01:29 | -01:29 | 15:35 | 24:41 | 25:35 | 26:10 | 19:22 |
 | Doom | 2 | 0.63% | 41.3 | 100.00% | +51.27% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Kunkka | 4 | 0.81% | 40.0 | 75.00% | +25.20% | +25.00% | +25.00% | 0.00% | 17:59 | 12:24 | 12:24 | 16:05 | 16:35 | 26:53 | 04:11 | 03:05 |
 | Windranger | 9 | 6.25% | 38.8 | 44.44% | -6.67% | -44.44% | +55.56% | 100.00% | 05:21 | -01:29 | -01:29 | -01:28 | -00:44 | 37:50 | 00:45 | 00:33 |
 | Queen of Pain | 2 | 0.39% | 37.5 | 100.00% | +50.49% | 0.00% | 0.00% | 0.00% | 26:38 | 16:43 | 16:43 | 36:32 | 36:32 | 36:32 | 19:49 | 14:40 |
 | Silencer | 3 | 2.29% | 36.3 | 66.67% | +26.04% | +33.33% | 0.00% | 0.00% | 25:58 | 16:26 | 16:26 | 27:39 | 33:48 | 33:48 | 17:22 | 12:51 |
 | Tiny | 5 | 0.51% | 35.0 | 60.00% | +8.81% | +40.00% | +40.00% | 0.00% | 06:26 | -01:29 | -01:29 | -01:29 | -01:25 | 38:02 | 00:04 | 00:02 |
 | Axe | 1 | 1.72% | 33.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 23:12 | 00:00 | 00:00 |
 | Skywrath Mage | 3 | 1.13% | 32.5 | 66.67% | +18.20% | -66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Viper | 3 | 1.02% | 31.3 | 66.67% | +19.08% | +33.33% | 0.00% | 0.00% | 35:22 | 25:48 | 25:48 | 28:10 | 52:07 | 52:07 | 26:19 | 19:29 |
 | Weaver | 3 | 0.55% | 30.0 | 66.67% | +16.49% | +33.33% | 0.00% | 0.00% | 04:06 | -01:29 | -01:29 | -01:29 | 15:15 | 15:15 | 16:44 | 12:23 |
 | Outworld Destroyer | 1 | 0.66% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Naga Siren | 5 | 5.00% | 27.5 | 40.00% | -17.89% | +60.00% | -40.00% | 0.00% | 19:08 | 15:37 | 15:37 | 18:24 | 20:14 | 25:03 | 04:37 | 03:25 |
 | Disruptor | 1 | 0.32% | 26.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Techies | 2 | 4.88% | 25.0 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Monkey King | 1 | 0.18% | 23.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Elder Titan | 2 | 3.70% | 22.5 | 50.00% | +3.85% | -50.00% | 0.00% | 0.00% | 20:45 | -01:29 | -01:29 | 42:58 | 42:58 | 42:58 | 44:27 | 32:55 |
 | Alchemist | 2 | 1.40% | 21.3 | 50.00% | +8.87% | -50.00% | 0.00% | 0.00% | 21:10 | 14:58 | 14:58 | 27:22 | 27:22 | 27:22 | 12:24 | 09:11 |
 | Crystal Maiden | 2 | 1.14% | 20.0 | 50.00% | +2.60% | -50.00% | 0.00% | 0.00% | 23:20 | -01:30 | -01:30 | 48:09 | 48:09 | 48:09 | 49:39 | 36:46 |
 | Brewmaster | 2 | 0.98% | 18.8 | 50.00% | -0.50% | -50.00% | 0.00% | 0.00% | 17:06 | -01:29 | -01:29 | 35:40 | 35:40 | 35:40 | 37:09 | 27:31 |
 | Spirit Breaker | 2 | 0.75% | 17.5 | 50.00% | +6.02% | -50.00% | 0.00% | 0.00% | 08:22 | -01:29 | -01:29 | 18:12 | 18:12 | 18:12 | 19:41 | 14:34 |
 | Nyx Assassin | 2 | 0.63% | 16.3 | 50.00% | -4.26% | +50.00% | 0.00% | 0.00% | -00:43 | -01:29 | -01:29 | 00:04 | 00:04 | 00:04 | 01:33 | 01:08 |
 | Zeus | 3 | 1.18% | 15.0 | 33.33% | -15.08% | +66.67% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:28 | -01:28 | 00:01 | 00:00 |
 | Mars | 3 | 0.32% | 13.8 | 33.33% | -16.51% | -33.33% | 0.00% | 0.00% | 25:03 | 15:27 | 15:27 | 19:17 | 40:26 | 40:26 | 24:59 | 18:30 |
 | Shadow Demon | 3 | 1.15% | 12.5 | 0.00% | -53.88% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Dark Willow | 2 | 1.20% | 11.3 | 0.00% | -41.46% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 0.47% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:15 | -01:15 | -01:15 | -01:15 | -01:15 | -01:15 | 00:00 | 00:00 |
 | Tusk | 2 | 0.50% | 8.8 | 0.00% | -50.89% | 0.00% | 0.00% | 0.00% | 06:57 | -00:55 | -00:55 | 14:49 | 14:49 | 14:49 | 15:44 | 11:39 |
 | Nature's Prophet | 1 | 0.48% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 12:41 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 0.22% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 20:29 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 0.38% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | -01:25 | -01:25 | -01:25 | -01:25 | -01:25 | -01:25 | 00:00 | 00:00 |
 | Lion | 2 | 0.92% | 3.8 | 0.00% | -52.09% | 0.00% | 0.00% | 0.00% | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | -01:29 | 00:00 | 00:00 |
 | Storm Spirit | 1 | 0.21% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 30:37 | 00:00 | 00:00 |
 | Legion Commander | 1 | 0.70% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 17:55 | 00:00 | 00:00 |