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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 | |
 | Heaven's Halberd | 1481 | 4.22% | 75.6 | 57.80% | +8.67% | +6.52% | -2.66% | 0.00% | 30:15 | 12:45 | 24:35 | 29:37 | 34:39 | 1:41:04 | 07:27 |
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 | |
 | Underlord | 93 | 29.90% | 100.0 | 69.89% | +22.18% | +25.76% | -17.72% | -6.59% | 27:59 | 16:17 | 24:18 | 27:28 | 30:54 | 44:29 | 06:36 | 04:53 |
 | Dark Seer | 14 | 4.58% | 98.9 | 85.71% | +35.71% | -10.71% | -19.04% | -0.58% | 33:13 | 19:12 | 23:45 | 28:47 | 38:12 | 57:55 | 14:27 | 10:42 |
 | Clockwerk | 33 | 4.98% | 97.7 | 75.76% | +21.95% | -0.76% | -0.76% | 0.00% | 37:13 | 24:49 | 33:01 | 37:15 | 41:57 | 51:03 | 08:56 | 06:37 |
 | Ogre Magi | 7 | 14.89% | 96.6 | 85.71% | +45.71% | +14.29% | +14.29% | 0.00% | 33:28 | 26:05 | 28:58 | 33:12 | 34:18 | 40:33 | 05:20 | 03:57 |
 | Legion Commander | 63 | 30.88% | 95.4 | 63.49% | +27.32% | +17.76% | -13.49% | -2.94% | 31:05 | 19:42 | 25:09 | 31:42 | 35:46 | 48:56 | 10:37 | 07:51 |
 | Lycan | 25 | 10.87% | 94.3 | 72.00% | +24.20% | +11.33% | -22.00% | -4.15% | 31:08 | 22:27 | 26:30 | 29:02 | 34:32 | 51:10 | 08:02 | 05:57 |
 | Centaur Warrunner | 43 | 20.87% | 93.1 | 62.79% | +19.23% | +19.03% | -17.34% | -5.46% | 30:46 | 20:47 | 26:46 | 30:26 | 33:26 | 46:26 | 06:40 | 04:56 |
 | Primal Beast | 39 | 8.28% | 92.0 | 66.67% | +17.60% | +23.33% | -6.67% | -3.81% | 29:33 | 18:44 | 24:34 | 28:23 | 32:27 | 49:08 | 07:53 | 05:50 |
 | Beastmaster | 80 | 10.96% | 90.8 | 61.25% | +6.48% | +8.75% | -16.25% | -2.75% | 30:58 | 20:22 | 25:39 | 30:16 | 34:45 | 58:46 | 09:06 | 06:44 |
 | Venomancer | 19 | 11.52% | 89.7 | 68.42% | +19.10% | -28.42% | +11.58% | 3.15% | 34:53 | 21:54 | 26:46 | 36:11 | 39:28 | 53:52 | 12:42 | 09:24 |
 | Pangolier | 45 | 5.45% | 88.5 | 64.44% | +14.12% | +26.47% | -9.89% | -4.58% | 27:02 | 16:55 | 21:58 | 26:58 | 29:54 | 43:41 | 07:56 | 05:52 |
 | Huskar | 30 | 81.08% | 87.4 | 50.00% | -21.43% | +25.00% | -35.71% | -8.47% | 19:15 | 12:50 | 14:30 | 17:16 | 21:40 | 35:23 | 07:10 | 05:18 |
 | Mirana | 42 | 5.97% | 86.2 | 61.90% | +7.67% | +19.92% | -21.90% | -4.50% | 36:13 | 26:05 | 32:01 | 34:37 | 41:18 | 51:19 | 09:17 | 06:52 |
 | Death Prophet | 126 | 22.58% | 85.1 | 52.38% | +4.23% | +7.00% | -10.44% | -1.74% | 29:22 | 16:07 | 23:56 | 29:02 | 33:56 | 43:28 | 10:00 | 07:24 |
 | Doom | 53 | 7.68% | 83.9 | 58.49% | +9.67% | -12.34% | +3.05% | 2.41% | 30:46 | 17:23 | 25:44 | 29:37 | 32:07 | 1:41:04 | 06:23 | 04:43 |
 | Pudge | 4 | 3.01% | 82.8 | 100.00% | +50.39% | 0.00% | 0.00% | 0.00% | 28:10 | 26:12 | 26:12 | 27:33 | 29:04 | 29:52 | 02:52 | 02:07 |
 | Slark | 5 | 1.47% | 81.6 | 100.00% | +47.92% | 0.00% | 0.00% | 0.00% | 23:13 | 17:45 | 17:45 | 22:21 | 28:44 | 28:51 | 10:59 | 08:08 |
 | Keeper of the Light | 17 | 3.82% | 80.5 | 70.59% | +21.52% | +4.41% | +4.41% | 0.00% | 33:30 | 24:48 | 28:22 | 30:51 | 36:47 | 44:56 | 08:25 | 06:14 |
 | Tidehunter | 68 | 22.74% | 79.3 | 51.47% | +2.12% | +19.12% | -22.06% | -5.19% | 27:08 | 15:19 | 22:47 | 26:23 | 30:43 | 43:01 | 07:56 | 05:52 |
 | Broodmother | 34 | 9.52% | 78.2 | 55.88% | +3.25% | +21.90% | +6.62% | -1.78% | 27:14 | 16:33 | 22:09 | 26:51 | 30:45 | 50:14 | 08:36 | 06:22 |
 | Techies | 26 | 4.07% | 77.0 | 61.54% | +10.81% | -4.40% | -11.54% | -0.95% | 36:27 | 29:14 | 31:50 | 35:20 | 39:22 | 55:26 | 07:32 | 05:34 |
 | Wraith King | 3 | 3.66% | 75.9 | 100.00% | +44.30% | 0.00% | 0.00% | 0.00% | 21:08 | 19:15 | 19:15 | 21:16 | 22:52 | 22:52 | 03:37 | 02:40 |
 | Nature's Prophet | 21 | 3.68% | 74.7 | 61.90% | +9.81% | -1.90% | +18.10% | 0.00% | 27:54 | 18:16 | 23:04 | 27:19 | 30:23 | 43:50 | 07:19 | 05:25 |
 | Dragon Knight | 30 | 10.71% | 73.6 | 53.33% | +8.53% | +9.17% | +3.81% | -0.75% | 32:31 | 22:00 | 28:47 | 32:21 | 35:58 | 44:40 | 07:11 | 05:19 |
 | Bounty Hunter | 15 | 9.49% | 72.4 | 60.00% | +5.83% | +40.00% | -35.00% | -16.48% | 32:08 | 25:39 | 29:33 | 31:11 | 34:06 | 40:46 | 04:33 | 03:22 |
 | Phoenix | 27 | 7.44% | 71.3 | 55.56% | +9.73% | -26.99% | -12.70% | 1.45% | 29:49 | 17:52 | 24:08 | 27:45 | 33:58 | 49:32 | 09:50 | 07:17 |
 | Spirit Breaker | 27 | 6.59% | 70.1 | 55.56% | +10.39% | +1.58% | +1.58% | 0.00% | 30:43 | 20:40 | 24:32 | 29:34 | 33:46 | 47:15 | 09:14 | 06:50 |
 | Magnus | 17 | 4.59% | 69.0 | 58.82% | +12.08% | +41.18% | -33.82% | 0.00% | 29:36 | 24:19 | 24:57 | 26:30 | 32:52 | 44:39 | 07:55 | 05:51 |
 | Ember Spirit | 16 | 1.75% | 67.8 | 62.50% | +14.12% | +37.50% | -12.50% | 0.00% | 28:36 | 20:43 | 22:39 | 25:04 | 33:38 | 45:41 | 10:59 | 08:08 |
 | Undying | 12 | 1.79% | 66.7 | 66.67% | +20.32% | +33.33% | 0.00% | 0.00% | 39:22 | 19:20 | 34:04 | 36:32 | 40:26 | 1:06:21 | 06:22 | 04:42 |
 | Timbersaw | 54 | 11.87% | 65.5 | 42.59% | -9.28% | +7.41% | -19.51% | -3.53% | 26:29 | 14:23 | 22:20 | 24:53 | 29:58 | 49:38 | 07:38 | 05:39 |
 | Tiny | 13 | 1.81% | 64.4 | 61.54% | +11.26% | +5.13% | -28.21% | -3.29% | 40:32 | 30:26 | 34:45 | 38:47 | 44:53 | 59:10 | 10:08 | 07:30 |
 | Omniknight | 7 | 13.46% | 63.2 | 57.14% | +1.58% | -57.14% | -7.14% | 50.00% | 36:20 | 29:22 | 30:47 | 31:34 | 31:46 | 54:50 | 00:59 | 00:43 |
 | Pugna | 7 | 1.84% | 62.1 | 71.43% | +16.62% | +28.57% | -21.43% | 0.00% | 36:45 | 22:17 | 22:23 | 34:49 | 35:41 | 1:04:32 | 13:18 | 09:51 |
 | Kunkka | 28 | 14.66% | 60.9 | 42.86% | -4.38% | +14.28% | -14.29% | -2.60% | 24:00 | 12:45 | 18:16 | 23:34 | 29:16 | 41:06 | 11:00 | 08:08 |
 | Enchantress | 9 | 1.60% | 59.8 | 66.67% | +20.82% | +33.33% | +33.33% | 0.00% | 36:14 | 27:01 | 30:12 | 37:26 | 39:43 | 42:42 | 09:31 | 07:02 |
 | Leshrac | 3 | 0.76% | 58.6 | 100.00% | +45.66% | 0.00% | 0.00% | 0.00% | 33:37 | 28:46 | 28:46 | 31:21 | 40:44 | 40:44 | 11:58 | 08:51 |
 | Lifestealer | 28 | 25.00% | 57.5 | 39.29% | -8.33% | -10.72% | -10.72% | 0.00% | 23:41 | 17:15 | 19:45 | 22:34 | 26:06 | 34:36 | 06:21 | 04:42 |
 | Bloodseeker | 33 | 9.79% | 56.3 | 42.42% | -3.96% | +7.58% | -29.92% | -3.87% | 30:18 | 20:38 | 24:30 | 27:53 | 34:12 | 51:49 | 09:42 | 07:11 |
 | Razor | 19 | 21.59% | 55.2 | 42.11% | +0.08% | -22.11% | -2.11% | 2.13% | 27:22 | 16:25 | 22:58 | 27:08 | 32:22 | 35:42 | 09:24 | 06:57 |
 | Visage | 11 | 5.64% | 54.0 | 54.55% | +2.92% | -21.22% | +12.12% | 0.00% | 31:35 | 21:46 | 26:13 | 31:15 | 33:37 | 48:21 | 07:24 | 05:28 |
 | Tusk | 7 | 1.07% | 52.9 | 71.43% | +26.38% | -71.43% | +28.57% | 0.00% | 39:59 | 35:27 | 35:53 | 40:22 | 40:23 | 44:20 | 04:30 | 03:20 |
 | Silencer | 5 | 0.90% | 51.7 | 80.00% | +29.82% | +20.00% | +20.00% | 0.00% | 34:55 | 33:32 | 33:32 | 35:11 | 35:29 | 35:43 | 01:57 | 01:26 |
 | Alchemist | 11 | 4.17% | 50.6 | 54.55% | +1.59% | +45.45% | +12.12% | 0.00% | 25:10 | 15:34 | 19:28 | 25:17 | 30:40 | 37:10 | 11:12 | 08:17 |
 | Dawnbreaker | 18 | 8.00% | 49.4 | 44.44% | -2.42% | -24.44% | +55.56% | 6.21% | 30:25 | 17:14 | 23:36 | 28:35 | 36:29 | 48:10 | 12:53 | 09:32 |
 | Batrider | 10 | 1.51% | 48.3 | 60.00% | +9.16% | +40.00% | -10.00% | 0.00% | 29:13 | 17:32 | 27:29 | 30:14 | 32:05 | 35:45 | 04:36 | 03:24 |
 | Night Stalker | 8 | 11.43% | 47.1 | 50.00% | -8.06% | 0.00% | 0.00% | 0.00% | 29:58 | 19:03 | 20:38 | 29:14 | 34:25 | 39:06 | 13:47 | 10:12 |
 | Rubick | 7 | 0.51% | 46.0 | 71.43% | +24.79% | -21.43% | -21.43% | 0.00% | 41:03 | 32:48 | 33:01 | 39:54 | 41:32 | 54:17 | 08:31 | 06:18 |
 | Axe | 5 | 6.41% | 44.8 | 60.00% | +10.68% | +40.00% | +40.00% | 0.00% | 32:57 | 25:21 | 25:21 | 33:28 | 38:01 | 41:39 | 12:40 | 09:22 |
 | Marci | 4 | 1.61% | 43.7 | 75.00% | +28.69% | +25.00% | +25.00% | 0.00% | 36:38 | 34:13 | 34:13 | 34:48 | 35:57 | 41:35 | 01:44 | 01:17 |
 | Mars | 13 | 4.73% | 42.5 | 46.15% | +4.17% | +20.52% | -12.82% | -2.49% | 28:52 | 17:58 | 19:19 | 30:53 | 32:41 | 41:09 | 13:22 | 09:54 |
 | Skywrath Mage | 4 | 0.98% | 41.4 | 75.00% | +27.36% | +25.00% | -75.00% | 0.00% | 38:24 | 23:34 | 23:34 | 31:06 | 47:05 | 51:50 | 23:31 | 17:25 |
 | Monkey King | 13 | 2.93% | 40.2 | 46.15% | -6.75% | -12.82% | -46.15% | 0.00% | 31:46 | 19:47 | 25:26 | 32:23 | 35:08 | 44:27 | 09:42 | 07:11 |
 | Snapfire | 24 | 3.71% | 39.1 | 37.50% | -7.28% | -4.17% | +12.50% | 2.15% | 34:23 | 22:21 | 31:00 | 34:12 | 38:45 | 43:29 | 07:45 | 05:44 |
 | Meepo | 1 | 4.55% | 37.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 32:01 | 00:00 | 00:00 |
 | Sven | 5 | 2.09% | 36.8 | 60.00% | +10.00% | -60.00% | +40.00% | 0.00% | 19:21 | 18:23 | 18:23 | 19:24 | 19:55 | 20:00 | 01:32 | 01:08 |
 | Void Spirit | 11 | 2.65% | 35.6 | 45.45% | -5.79% | -12.12% | -12.12% | 0.00% | 25:43 | 19:55 | 20:43 | 23:41 | 30:06 | 34:08 | 09:23 | 06:57 |
 | Anti-Mage | 10 | 7.58% | 34.5 | 40.00% | -7.54% | +26.67% | +10.00% | -6.06% | 26:28 | 22:42 | 25:04 | 25:51 | 27:49 | 32:46 | 02:45 | 02:02 |
 | Sand King | 1 | 3.45% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 45:13 | 00:00 | 00:00 |
 | Viper | 7 | 7.78% | 32.2 | 42.86% | -10.15% | +7.14% | -42.86% | -25.64% | 33:12 | 28:22 | 28:26 | 30:18 | 30:23 | 53:58 | 01:57 | 01:26 |
 | Earthshaker | 3 | 1.74% | 31.0 | 66.67% | +11.64% | +33.33% | 0.00% | 0.00% | 27:49 | 21:14 | 21:14 | 26:25 | 35:48 | 35:48 | 14:34 | 10:47 |
 | Faceless Void | 3 | 1.27% | 29.9 | 66.67% | +15.39% | -66.67% | 0.00% | 0.00% | 30:20 | 26:33 | 26:33 | 28:05 | 36:23 | 36:23 | 09:50 | 07:17 |
 | Bristleback | 9 | 12.00% | 28.7 | 33.33% | -12.12% | +16.67% | +16.67% | 0.00% | 28:06 | 18:51 | 20:28 | 29:41 | 32:17 | 35:37 | 11:49 | 08:45 |
 | Warlock | 1 | 1.61% | 27.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 38:46 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 1.61% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 37:49 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.30% | 25.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 36:44 | 00:00 | 00:00 |
 | Abaddon | 4 | 3.23% | 24.1 | 50.00% | +0.83% | +50.00% | +50.00% | 0.00% | 36:05 | 25:03 | 25:03 | 30:19 | 33:30 | 55:27 | 08:27 | 06:15 |
 | Earth Spirit | 8 | 4.02% | 23.0 | 37.50% | -9.10% | +12.50% | +12.50% | 0.00% | 34:15 | 20:07 | 21:48 | 33:24 | 39:55 | 48:02 | 18:07 | 13:25 |
 | Necrophos | 6 | 13.04% | 21.8 | 33.33% | -24.17% | +16.67% | -33.33% | 0.00% | 25:33 | 20:23 | 22:53 | 22:55 | 27:34 | 32:48 | 04:41 | 03:28 |
 | Juggernaut | 1 | 0.80% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 23:27 | 00:00 | 00:00 |
 | Chaos Knight | 4 | 2.16% | 19.5 | 50.00% | +1.38% | +50.00% | +50.00% | 0.00% | 29:37 | 18:58 | 18:58 | 31:04 | 32:49 | 35:38 | 13:51 | 10:15 |
 | Io | 1 | 0.63% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |
 | Dark Willow | 1 | 0.44% | 17.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 34:20 | 00:00 | 00:00 |
 | Lich | 1 | 0.40% | 16.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 29:33 | 00:00 | 00:00 |
 | Enigma | 1 | 0.37% | 14.9 | 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 |
 | Shadow Demon | 1 | 0.34% | 13.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 1:12:58 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 0.24% | 12.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 40:18 | 00:00 | 00:00 |
 | Treant Protector | 5 | 0.82% | 11.5 | 40.00% | -13.57% | +60.00% | -40.00% | 0.00% | 41:03 | 37:08 | 37:08 | 40:05 | 43:17 | 45:19 | 06:09 | 04:33 |
 | Vengeful Spirit | 2 | 1.22% | 10.3 | 50.00% | +6.17% | -50.00% | 0.00% | 0.00% | 59:17 | 41:43 | 41:43 | 1:16:50 | 1:16:50 | 1:16:50 | 35:07 | 26:00 |
 | Ursa | 2 | 0.66% | 9.2 | 50.00% | +2.48% | +50.00% | 0.00% | 0.00% | 27:04 | 23:52 | 23:52 | 30:15 | 30:15 | 30:15 | 06:23 | 04:43 |
 | Chen | 3 | 2.94% | 8.0 | 33.33% | -24.25% | -33.33% | 0.00% | 0.00% | 40:42 | 32:00 | 32:00 | 41:19 | 48:47 | 48:47 | 16:47 | 12:25 |
 | Brewmaster | 3 | 1.89% | 6.9 | 33.33% | -18.59% | +66.67% | 0.00% | 0.00% | 30:03 | 29:22 | 29:22 | 29:46 | 31:01 | 31:01 | 01:39 | 01:13 |
 | Queen of Pain | 4 | 1.50% | 5.7 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 30:03 | 18:47 | 18:47 | 26:44 | 34:19 | 40:21 | 15:32 | 11:30 |
 | Terrorblade | 1 | 0.19% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 18:59 | 00:00 | 00:00 |
 | Weaver | 1 | 1.41% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 28:47 | 00:00 | 00:00 |
 | Troll Warlord | 2 | 1.32% | 2.3 | 0.00% | -47.65% | 0.00% | 0.00% | 0.00% | 24:30 | 22:07 | 22:07 | 26:52 | 26:52 | 26:52 | 04:45 | 03:31 |
 | Medusa | 1 | 0.30% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 39:32 | 00:00 | 00:00 |