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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 | |
 | Black King Bar | 678 | 27.67% | 92.5 | 57.37% | +20.12% | +8.51% | -5.30% | -1.40% | 29:04 | 16:18 | 22:54 | 26:40 | 32:47 | 1:19:14 | 07:19 |
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 | |
 | Ursa | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 00:00 | 00:00 |
 | Enigma | 5 | 71.43% | 98.6 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 25:43 | 20:59 | 20:59 | 25:25 | 25:59 | 35:10 | 05:00 | 03:42 |
 | Drow Ranger | 12 | 75.00% | 97.3 | 83.33% | +83.33% | +16.67% | -16.66% | -6.01% | 24:24 | 19:29 | 20:56 | 23:06 | 26:29 | 30:45 | 05:33 | 04:06 |
 | Batrider | 4 | 22.22% | 95.9 | 100.00% | +64.29% | 0.00% | 0.00% | 0.00% | 34:32 | 25:54 | 25:54 | 35:46 | 35:57 | 40:29 | 10:03 | 07:26 |
 | Monkey King | 9 | 69.23% | 94.6 | 77.78% | +77.78% | -27.78% | +22.22% | 8.40% | 28:57 | 22:36 | 24:32 | 25:54 | 30:29 | 47:43 | 05:57 | 04:24 |
 | Razor | 11 | 91.67% | 93.2 | 72.73% | +72.73% | -39.40% | -6.06% | 7.78% | 20:47 | 16:55 | 18:13 | 20:27 | 22:30 | 23:30 | 04:17 | 03:10 |
 | Mirana | 42 | 68.85% | 91.9 | 73.81% | +21.18% | +8.01% | -23.81% | -5.16% | 25:08 | 16:18 | 21:17 | 24:22 | 27:27 | 42:49 | 06:10 | 04:34 |
 | Weaver | 1 | 50.00% | 90.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 38:10 | 00:00 | 00:00 |
 | Timbersaw | 1 | 50.00% | 89.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 31:30 | 00:00 | 00:00 |
 | Faceless Void | 26 | 86.67% | 87.8 | 69.23% | +44.23% | +16.48% | -2.56% | -5.19% | 22:18 | 17:26 | 19:52 | 21:44 | 23:32 | 30:21 | 03:40 | 02:42 |
 | Juggernaut | 4 | 66.67% | 86.5 | 75.00% | -25.00% | +25.00% | +25.00% | 0.00% | 31:00 | 28:26 | 28:26 | 30:11 | 31:57 | 33:26 | 03:31 | 02:36 |
 | Bristleback | 2 | 28.57% | 85.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 43:22 | 42:34 | 42:34 | 44:10 | 44:10 | 44:10 | 01:36 | 01:11 |
 | Templar Assassin | 21 | 72.41% | 83.8 | 66.67% | +4.17% | +13.33% | -26.67% | -7.77% | 23:43 | 18:56 | 20:51 | 23:13 | 26:00 | 30:32 | 05:09 | 03:48 |
 | Huskar | 7 | 63.64% | 82.4 | 71.43% | -3.57% | +28.57% | -21.43% | -15.46% | 23:52 | 19:33 | 20:51 | 23:22 | 24:05 | 30:54 | 03:14 | 02:23 |
 | Dragon Knight | 36 | 75.00% | 81.1 | 63.89% | +38.89% | +25.00% | +2.78% | -3.96% | 23:58 | 17:54 | 20:05 | 23:47 | 25:42 | 43:25 | 05:37 | 04:09 |
 | Lina | 31 | 67.39% | 79.7 | 64.52% | +31.19% | +10.48% | -14.52% | -4.85% | 27:04 | 18:48 | 23:26 | 25:53 | 28:35 | 48:50 | 05:09 | 03:48 |
 | Morphling | 21 | 56.76% | 78.4 | 61.90% | +24.40% | -1.90% | -21.90% | -1.70% | 32:25 | 17:46 | 25:02 | 31:55 | 36:46 | 60:02 | 11:44 | 08:41 |
 | Lycan | 19 | 38.78% | 77.0 | 63.16% | -3.51% | +36.84% | -3.16% | -6.32% | 30:44 | 22:02 | 26:34 | 29:15 | 32:54 | 48:44 | 06:20 | 04:41 |
 | Sven | 1 | 33.33% | 75.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 25:20 | 00:00 | 00:00 |
 | Tiny | 1 | 33.33% | 74.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 26:50 | 00:00 | 00:00 |
 | Kunkka | 18 | 66.67% | 73.0 | 55.56% | +22.23% | +4.44% | -30.56% | -3.58% | 29:20 | 20:51 | 21:58 | 27:16 | 31:44 | 54:12 | 09:46 | 07:14 |
 | Phantom Assassin | 9 | 75.00% | 71.6 | 55.56% | -11.11% | -5.56% | -5.56% | 0.00% | 24:49 | 20:50 | 22:20 | 23:51 | 27:25 | 29:53 | 05:05 | 03:45 |
 | Terrorblade | 2 | 100.00% | 70.3 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 27:25 | 22:41 | 22:41 | 32:09 | 32:09 | 32:09 | 09:28 | 07:00 |
 | Doom | 19 | 48.72% | 68.9 | 57.89% | +22.89% | +42.11% | -17.89% | -8.80% | 32:35 | 23:29 | 27:46 | 31:57 | 34:35 | 47:41 | 06:49 | 05:02 |
 | Shadow Fiend | 12 | 92.31% | 67.6 | 50.00% | -50.00% | +50.00% | -16.67% | -13.42% | 22:17 | 16:32 | 19:22 | 21:27 | 24:20 | 31:44 | 04:58 | 03:40 |
 | Queen of Pain | 6 | 37.50% | 66.2 | 66.67% | +56.67% | +33.33% | -66.67% | -16.00% | 36:50 | 28:58 | 34:39 | 35:57 | 40:54 | 42:09 | 06:15 | 04:37 |
 | Venomancer | 8 | 42.11% | 64.9 | 62.50% | +35.23% | -12.50% | -12.50% | 0.00% | 22:52 | 19:04 | 19:30 | 20:47 | 23:14 | 32:29 | 03:44 | 02:45 |
 | Slark | 15 | 68.18% | 63.5 | 53.33% | +39.04% | +21.67% | -3.33% | -4.73% | 25:22 | 20:47 | 22:15 | 24:36 | 27:32 | 31:19 | 05:17 | 03:54 |
 | Beastmaster | 10 | 13.33% | 62.2 | 70.00% | +20.77% | -3.33% | -20.00% | 0.00% | 38:22 | 25:18 | 30:21 | 35:08 | 43:44 | 52:40 | 13:23 | 09:54 |
 | Death Prophet | 26 | 70.27% | 60.8 | 50.00% | -22.73% | +35.71% | 0.00% | -4.20% | 27:54 | 18:49 | 23:08 | 26:21 | 31:38 | 45:22 | 08:30 | 06:17 |
 | Elder Titan | 9 | 21.43% | 59.5 | 66.67% | +21.22% | -16.67% | +33.33% | 4.59% | 45:36 | 37:53 | 39:40 | 43:55 | 50:34 | 55:41 | 10:54 | 08:04 |
 | Bloodseeker | 30 | 76.92% | 58.1 | 46.67% | +2.23% | +15.83% | -18.10% | -4.91% | 24:33 | 16:26 | 20:12 | 23:06 | 27:07 | 46:55 | 06:55 | 05:07 |
 | Windranger | 30 | 29.41% | 56.8 | 53.33% | +7.50% | -15.83% | -10.47% | 0.42% | 29:36 | 17:03 | 22:10 | 28:19 | 34:48 | 60:38 | 12:38 | 09:21 |
 | Nature's Prophet | 7 | 46.67% | 55.4 | 57.14% | +32.14% | +42.86% | -7.14% | -5.94% | 33:40 | 23:58 | 26:40 | 34:53 | 35:05 | 46:09 | 08:25 | 06:14 |
 | Pudge | 1 | 25.00% | 54.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Ember Spirit | 21 | 33.87% | 52.7 | 52.38% | +3.60% | +27.62% | -12.38% | -2.23% | 38:13 | 20:59 | 27:15 | 36:43 | 45:09 | 1:07:13 | 17:54 | 13:15 |
 | Magnus | 6 | 21.43% | 51.4 | 66.67% | +3.03% | -16.67% | -66.67% | 0.00% | 36:29 | 22:10 | 31:40 | 37:21 | 41:17 | 48:12 | 09:37 | 07:07 |
 | Axe | 13 | 36.11% | 50.0 | 53.85% | +14.72% | -20.52% | +12.82% | 2.81% | 35:26 | 27:09 | 29:35 | 32:58 | 41:28 | 48:21 | 11:53 | 08:48 |
 | Luna | 18 | 75.00% | 48.6 | 44.44% | +11.11% | +15.56% | -44.44% | -10.29% | 24:54 | 18:22 | 21:25 | 24:32 | 27:15 | 35:33 | 05:50 | 04:19 |
 | Zeus | 2 | 8.33% | 47.3 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 41:40 | 36:31 | 36:31 | 46:49 | 46:49 | 46:49 | 10:18 | 07:37 |
 | Storm Spirit | 15 | 55.56% | 45.9 | 46.67% | -3.33% | +53.33% | -21.67% | 0.00% | 28:50 | 17:04 | 25:48 | 29:30 | 31:01 | 41:12 | 05:13 | 03:51 |
 | Lifestealer | 2 | 7.41% | 44.6 | 100.00% | +72.00% | 0.00% | 0.00% | 0.00% | 54:48 | 50:49 | 50:49 | 58:46 | 58:46 | 58:46 | 07:57 | 05:53 |
 | Leshrac | 26 | 41.27% | 43.2 | 46.15% | +2.91% | -3.29% | +3.85% | 1.13% | 29:37 | 21:29 | 25:36 | 27:19 | 31:56 | 47:05 | 06:20 | 04:41 |
 | Phantom Lancer | 16 | 27.12% | 41.9 | 50.00% | -17.44% | 0.00% | +25.00% | 4.13% | 36:45 | 29:48 | 31:44 | 34:11 | 37:47 | 52:23 | 06:03 | 04:28 |
 | Gyrocopter | 16 | 88.89% | 40.5 | 37.50% | -12.50% | -12.50% | +12.50% | 3.28% | 23:15 | 17:05 | 18:09 | 22:51 | 25:46 | 33:10 | 07:37 | 05:38 |
 | Spirit Breaker | 1 | 16.67% | 39.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 36:04 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 14.29% | 37.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 47:51 | 00:00 | 00:00 |
 | Night Stalker | 7 | 13.73% | 36.5 | 57.14% | +20.78% | -7.14% | -7.14% | 0.00% | 43:52 | 24:42 | 27:55 | 38:14 | 46:48 | 1:19:14 | 18:53 | 13:59 |
 | Clockwerk | 2 | 3.23% | 35.1 | 100.00% | +45.00% | 0.00% | 0.00% | 0.00% | 54:59 | 41:44 | 41:44 | 1:08:13 | 1:08:13 | 1:08:13 | 26:29 | 19:37 |
 | Brewmaster | 10 | 37.04% | 33.8 | 40.00% | -24.71% | +26.67% | -40.00% | -8.95% | 31:05 | 23:26 | 26:40 | 27:49 | 34:07 | 41:12 | 07:27 | 05:31 |
 | Medusa | 1 | 9.09% | 32.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 00:00 | 00:00 |
 | Troll Warlord | 10 | 66.67% | 31.1 | 30.00% | +10.00% | +3.33% | -30.00% | -9.43% | 24:09 | 18:49 | 21:15 | 22:27 | 24:47 | 36:55 | 03:32 | 02:37 |
 | Legion Commander | 6 | 54.55% | 29.7 | 33.33% | +13.33% | +16.67% | -33.33% | 0.00% | 32:53 | 26:29 | 27:50 | 31:06 | 37:16 | 41:04 | 09:26 | 06:59 |
 | Winter Wyvern | 1 | 6.67% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 37:29 | 00:00 | 00:00 |
 | Sand King | 3 | 5.26% | 27.0 | 66.67% | +27.78% | +33.33% | 0.00% | 0.00% | 48:05 | 40:11 | 40:11 | 42:22 | 1:01:42 | 1:01:42 | 21:31 | 15:56 |
 | Viper | 4 | 80.00% | 25.7 | 25.00% | +25.00% | +75.00% | -25.00% | -14.71% | 28:38 | 23:40 | 23:40 | 25:59 | 30:28 | 34:26 | 06:48 | 05:02 |
 | Chaos Knight | 2 | 28.57% | 24.3 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 22:19 | 22:09 | 22:09 | 22:29 | 22:29 | 22:29 | 00:20 | 00:14 |
 | Skywrath Mage | 3 | 3.95% | 23.0 | 66.67% | +20.09% | +33.33% | 0.00% | 0.00% | 52:39 | 39:00 | 39:00 | 56:38 | 1:02:18 | 1:02:18 | 23:18 | 17:15 |
 | Outworld Destroyer | 3 | 50.00% | 21.6 | 33.33% | +33.33% | -33.33% | 0.00% | 5.67% | 24:14 | 20:20 | 20:20 | 26:09 | 26:13 | 26:13 | 05:53 | 04:21 |
 | Lone Druid | 3 | 37.50% | 20.3 | 33.33% | -46.67% | -33.33% | 0.00% | 0.77% | 44:12 | 22:35 | 22:35 | 44:18 | 1:05:43 | 1:05:43 | 43:08 | 31:57 |
 | Clinkz | 5 | 71.43% | 18.9 | 20.00% | -80.00% | +80.00% | -20.00% | -19.87% | 25:56 | 22:36 | 22:36 | 25:19 | 27:38 | 28:51 | 05:02 | 03:43 |
 | Tinker | 3 | 27.27% | 17.6 | 33.33% | -4.17% | +66.67% | 0.00% | 0.00% | 40:06 | 29:49 | 29:49 | 42:31 | 47:58 | 47:58 | 18:09 | 13:26 |
 | Broodmother | 6 | 54.55% | 16.2 | 16.67% | -43.33% | +33.33% | -16.67% | -6.62% | 21:56 | 18:13 | 18:17 | 20:23 | 25:50 | 26:06 | 07:33 | 05:35 |
 | Pugna | 4 | 17.39% | 14.9 | 25.00% | -27.63% | +75.00% | -25.00% | 0.00% | 32:01 | 25:05 | 25:05 | 27:55 | 28:43 | 46:20 | 03:38 | 02:41 |
 | Arc Warden | 1 | 25.00% | 13.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 29:24 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 14.29% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 31:27 | 00:00 | 00:00 |
 | Invoker | 2 | 22.22% | 10.8 | 0.00% | -57.14% | 0.00% | 0.00% | 0.00% | 25:20 | 24:57 | 24:57 | 25:42 | 25:42 | 25:42 | 00:45 | 00:33 |
 | Slardar | 1 | 10.00% | 9.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 57:09 | 00:00 | 00:00 |
 | Wraith King | 1 | 100.00% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 32:49 | 00:00 | 00:00 |
 | Spectre | 1 | 4.76% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 37:37 | 00:00 | 00:00 |
 | Omniknight | 1 | 7.14% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Pangolier | 1 | 4.00% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Underlord | 1 | 5.56% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 25.00% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 32:42 | 00:00 | 00:00 |