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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 | 649 | 37.73% | 66.4 | 51.46% | +17.68% | +9.03% | -2.69% | -1.53% | 23:24 | 11:37 | 18:45 | 22:04 | 26:25 | 1:09:11 | 05:40 |
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 | |
 | Axe | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 21:32 | 00:00 | 00:00 |
 | Lina | 3 | 100.00% | 98.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 14:48 | 13:20 | 13:20 | 15:29 | 15:35 | 15:35 | 02:15 | 01:40 |
 | Dark Seer | 1 | 100.00% | 97.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 24:51 | 00:00 | 00:00 |
 | Phantom Assassin | 2 | 100.00% | 95.9 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 25:29 | 21:59 | 21:59 | 28:58 | 28:58 | 28:58 | 06:59 | 05:10 |
 | Shadow Fiend | 3 | 100.00% | 94.5 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 16:07 | 14:19 | 14:19 | 14:44 | 19:18 | 19:18 | 04:59 | 03:41 |
 | Gyrocopter | 3 | 100.00% | 93.2 | 66.67% | +66.67% | +33.33% | 0.00% | -9.57% | 16:07 | 14:31 | 14:31 | 15:49 | 18:00 | 18:00 | 03:29 | 02:34 |
 | Ember Spirit | 20 | 60.61% | 91.8 | 70.00% | +23.85% | +30.00% | +10.00% | -4.00% | 23:46 | 19:05 | 20:26 | 22:21 | 25:26 | 38:21 | 05:00 | 03:42 |
 | Alchemist | 22 | 81.48% | 90.4 | 63.64% | +3.64% | +36.36% | -23.64% | -23.53% | 18:02 | 14:30 | 16:23 | 17:41 | 18:56 | 24:27 | 02:33 | 01:53 |
 | Kunkka | 18 | 94.74% | 89.0 | 61.11% | +61.11% | -1.11% | +38.89% | 6.12% | 17:08 | 11:37 | 14:27 | 15:53 | 20:59 | 27:08 | 06:32 | 04:50 |
 | Sven | 5 | 100.00% | 87.7 | 60.00% | +60.00% | +40.00% | +40.00% | 0.00% | 20:20 | 18:02 | 18:02 | 20:40 | 21:52 | 22:02 | 03:50 | 02:50 |
 | Batrider | 21 | 87.50% | 86.3 | 57.14% | -9.53% | +2.86% | +2.86% | 0.00% | 20:23 | 15:25 | 17:17 | 19:20 | 23:10 | 27:36 | 05:53 | 04:21 |
 | Timbersaw | 10 | 34.48% | 84.9 | 70.00% | +1.58% | -3.33% | -20.00% | 0.00% | 27:56 | 21:57 | 24:08 | 26:55 | 30:05 | 42:27 | 05:57 | 04:24 |
 | Viper | 16 | 55.17% | 83.6 | 62.50% | +24.04% | +12.50% | -12.50% | -2.72% | 22:49 | 17:09 | 18:24 | 21:13 | 27:35 | 32:04 | 09:11 | 06:48 |
 | Razor | 46 | 100.00% | 82.2 | 54.35% | +54.35% | +20.65% | -36.17% | -17.22% | 17:11 | 13:32 | 15:10 | 16:19 | 18:28 | 25:34 | 03:18 | 02:26 |
 | Death Prophet | 30 | 69.77% | 80.8 | 56.67% | +18.21% | +43.33% | -13.81% | -13.44% | 19:36 | 14:07 | 16:33 | 18:57 | 20:48 | 40:07 | 04:15 | 03:08 |
 | Luna | 16 | 80.00% | 79.5 | 56.25% | +6.25% | +18.75% | -31.25% | -25.86% | 18:31 | 16:15 | 17:31 | 18:04 | 19:27 | 21:38 | 01:56 | 01:25 |
 | Templar Assassin | 17 | 85.00% | 78.1 | 52.94% | +19.61% | -2.94% | +22.06% | 9.04% | 22:28 | 18:34 | 20:43 | 22:40 | 23:29 | 26:08 | 02:46 | 02:02 |
 | Monkey King | 28 | 75.68% | 76.7 | 53.57% | +31.35% | +17.86% | -25.00% | -9.18% | 22:39 | 16:23 | 20:03 | 21:13 | 24:43 | 32:41 | 04:40 | 03:27 |
 | Doom | 13 | 81.25% | 75.3 | 53.85% | +20.52% | -53.85% | +46.15% | 18.40% | 20:37 | 15:27 | 17:30 | 19:47 | 22:56 | 29:16 | 05:26 | 04:01 |
 | Faceless Void | 13 | 81.25% | 74.0 | 53.85% | +20.52% | +46.15% | +12.82% | -5.18% | 23:10 | 17:56 | 19:32 | 22:47 | 25:58 | 33:27 | 06:26 | 04:45 |
 | Huskar | 2 | 100.00% | 72.6 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 20:29 | 20:01 | 20:01 | 20:57 | 20:57 | 20:57 | 00:56 | 00:41 |
 | Troll Warlord | 2 | 100.00% | 71.2 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 22:30 | 21:47 | 21:47 | 23:13 | 23:13 | 23:13 | 01:26 | 01:03 |
 | Enigma | 23 | 79.31% | 69.9 | 52.17% | -14.50% | -2.17% | +14.50% | 4.35% | 26:08 | 19:48 | 23:37 | 25:12 | 27:27 | 38:51 | 03:50 | 02:50 |
 | Medusa | 5 | 62.50% | 68.5 | 60.00% | -6.67% | -60.00% | +40.00% | 8.21% | 35:25 | 26:39 | 26:39 | 34:52 | 38:50 | 42:10 | 12:11 | 09:01 |
 | Invoker | 5 | 62.50% | 67.1 | 60.00% | -6.67% | -60.00% | -60.00% | 0.00% | 22:20 | 15:47 | 15:47 | 23:22 | 24:16 | 26:39 | 08:29 | 06:17 |
 | Beastmaster | 14 | 51.85% | 65.8 | 57.14% | -4.40% | -32.14% | +9.53% | 6.07% | 29:44 | 24:32 | 26:12 | 29:12 | 33:04 | 35:58 | 06:52 | 05:05 |
 | Mars | 19 | 70.37% | 64.4 | 52.63% | +2.63% | +7.37% | +7.37% | 0.00% | 24:20 | 17:37 | 22:58 | 24:00 | 25:19 | 31:51 | 02:21 | 01:44 |
 | Chaos Knight | 15 | 100.00% | 63.0 | 46.67% | +46.67% | +3.33% | +3.33% | 0.00% | 21:45 | 17:30 | 19:45 | 21:00 | 22:22 | 27:52 | 02:37 | 01:56 |
 | Earth Spirit | 4 | 25.00% | 61.6 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 32:48 | 24:10 | 24:10 | 25:21 | 29:34 | 52:06 | 05:24 | 04:00 |
 | Bristleback | 18 | 69.23% | 60.3 | 50.00% | -25.00% | +10.00% | 0.00% | -2.84% | 24:27 | 18:01 | 22:11 | 23:35 | 25:42 | 34:24 | 03:31 | 02:36 |
 | Bloodseeker | 29 | 100.00% | 58.9 | 44.83% | +44.83% | +12.31% | -1.97% | -6.08% | 19:44 | 16:25 | 18:30 | 19:17 | 20:51 | 23:55 | 02:21 | 01:44 |
 | Nature's Prophet | 23 | 88.46% | 57.5 | 43.48% | -23.19% | +23.19% | +6.52% | -3.65% | 22:34 | 15:42 | 19:35 | 22:24 | 24:09 | 30:34 | 04:34 | 03:22 |
 | Slardar | 7 | 87.50% | 56.2 | 42.86% | +42.86% | +7.14% | -42.86% | -14.49% | 21:54 | 18:41 | 19:38 | 21:31 | 23:05 | 26:27 | 03:27 | 02:33 |
 | Storm Spirit | 4 | 66.67% | 54.8 | 50.00% | -50.00% | -50.00% | -50.00% | 0.00% | 24:00 | 18:30 | 18:30 | 22:00 | 25:03 | 30:28 | 06:33 | 04:51 |
 | Morphling | 8 | 50.00% | 53.4 | 50.00% | -25.00% | +50.00% | +50.00% | 0.00% | 26:25 | 21:16 | 23:58 | 26:39 | 28:11 | 29:57 | 04:13 | 03:07 |
 | Lifestealer | 3 | 25.00% | 52.1 | 66.67% | +11.11% | +33.33% | 0.00% | -1.83% | 33:14 | 26:53 | 26:53 | 27:44 | 45:04 | 45:04 | 18:11 | 13:28 |
 | Shadow Shaman | 3 | 25.00% | 50.7 | 66.67% | +11.11% | +33.33% | 0.00% | 0.00% | 32:14 | 26:54 | 26:54 | 33:52 | 35:55 | 35:55 | 09:01 | 06:40 |
 | Terrorblade | 10 | 71.43% | 49.3 | 40.00% | +15.00% | -6.67% | -40.00% | -5.00% | 24:36 | 17:17 | 21:09 | 24:19 | 27:49 | 31:14 | 06:40 | 04:56 |
 | Keeper of the Light | 9 | 52.94% | 47.9 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 21:21 | 17:02 | 18:52 | 20:41 | 21:20 | 27:26 | 02:28 | 01:49 |
 | Dawnbreaker | 33 | 54.10% | 46.6 | 39.39% | +3.68% | -1.89% | -26.89% | -4.39% | 21:07 | 14:33 | 17:45 | 20:27 | 23:27 | 32:35 | 05:42 | 04:13 |
 | Night Stalker | 10 | 66.67% | 45.2 | 40.00% | 0.00% | -40.00% | +10.00% | 9.29% | 24:12 | 16:03 | 21:22 | 26:14 | 26:45 | 30:13 | 05:23 | 03:59 |
 | Underlord | 3 | 100.00% | 43.8 | 33.33% | +33.33% | -33.33% | 0.00% | 10.99% | 24:11 | 22:27 | 22:27 | 24:36 | 25:29 | 25:29 | 03:02 | 02:14 |
 | Marci | 15 | 25.00% | 42.5 | 46.67% | +17.78% | -46.67% | +28.33% | 5.65% | 26:24 | 17:56 | 19:05 | 22:28 | 32:22 | 39:11 | 13:17 | 09:50 |
 | Queen of Pain | 4 | 44.44% | 41.1 | 50.00% | +30.00% | -50.00% | +50.00% | 0.00% | 29:36 | 26:43 | 26:43 | 29:06 | 30:38 | 31:57 | 03:55 | 02:54 |
 | Void Spirit | 5 | 16.67% | 39.7 | 60.00% | +20.00% | -60.00% | +40.00% | 0.00% | 39:36 | 26:22 | 26:22 | 38:21 | 49:49 | 51:42 | 23:27 | 17:22 |
 | Crystal Maiden | 1 | 12.50% | 38.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 30:44 | 00:00 | 00:00 |
 | Bane | 3 | 15.79% | 37.0 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 47:10 | 37:42 | 37:42 | 48:22 | 55:27 | 55:27 | 17:45 | 13:08 |
 | Weaver | 10 | 45.45% | 35.6 | 40.00% | -18.33% | -40.00% | +10.00% | 9.46% | 24:18 | 19:52 | 21:39 | 23:20 | 26:56 | 28:25 | 05:17 | 03:54 |
 | Necrophos | 1 | 9.09% | 34.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 34:14 | 00:00 | 00:00 |
 | Tiny | 14 | 13.73% | 32.9 | 42.86% | -15.09% | +32.14% | -42.86% | -7.12% | 32:02 | 23:12 | 26:22 | 28:32 | 36:54 | 53:52 | 10:32 | 07:48 |
 | Bounty Hunter | 2 | 40.00% | 31.5 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 27:06 | 26:17 | 26:17 | 27:54 | 27:54 | 27:54 | 01:37 | 01:11 |
 | Phoenix | 1 | 7.14% | 30.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 37:55 | 00:00 | 00:00 |
 | Tusk | 1 | 6.67% | 28.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 36:55 | 00:00 | 00:00 |
 | Visage | 1 | 6.25% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 36:51 | 00:00 | 00:00 |
 | Lycan | 3 | 60.00% | 26.0 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 28:15 | 23:51 | 23:51 | 29:09 | 31:44 | 31:44 | 07:53 | 05:50 |
 | Rubick | 1 | 4.35% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:33 | 59:33 | 59:33 | 59:33 | 59:33 | 59:33 | 00:00 | 00:00 |
 | Juggernaut | 1 | 4.17% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 48:31 | 00:00 | 00:00 |
 | Zeus | 7 | 9.46% | 21.9 | 42.86% | +2.56% | +7.14% | +7.14% | 0.00% | 31:49 | 18:09 | 26:55 | 34:01 | 34:34 | 43:55 | 07:39 | 05:40 |
 | Sniper | 3 | 50.00% | 20.5 | 33.33% | -33.34% | -33.33% | 0.00% | 0.00% | 27:45 | 18:31 | 18:31 | 30:20 | 34:23 | 34:23 | 15:52 | 11:45 |
 | Dragon Knight | 10 | 66.67% | 19.2 | 20.00% | 0.00% | -20.00% | +30.00% | 8.62% | 27:57 | 20:23 | 24:04 | 27:27 | 29:52 | 39:09 | 05:48 | 04:17 |
 | Pangolier | 2 | 11.76% | 17.8 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 24:11 | 20:34 | 20:34 | 27:47 | 27:47 | 27:47 | 07:13 | 05:20 |
 | Brewmaster | 2 | 11.11% | 16.4 | 50.00% | 0.00% | -50.00% | 0.00% | 0.00% | 24:03 | 20:30 | 20:30 | 27:35 | 27:35 | 27:35 | 07:05 | 05:14 |
 | Snapfire | 2 | 7.14% | 15.1 | 50.00% | -3.85% | -50.00% | 0.00% | 0.00% | 20:41 | 19:12 | 19:12 | 22:09 | 22:09 | 22:09 | 02:57 | 02:11 |
 | Puck | 8 | 14.55% | 13.7 | 12.50% | -47.07% | -12.50% | -12.50% | 0.00% | 32:04 | 23:02 | 26:25 | 28:15 | 34:23 | 52:03 | 07:58 | 05:54 |
 | Anti-Mage | 1 | 33.33% | 12.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 33:47 | 00:00 | 00:00 |
 | Ursa | 2 | 50.00% | 11.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:42 | 20:24 | 20:24 | 26:59 | 26:59 | 26:59 | 06:35 | 04:52 |
 | Enchantress | 1 | 3.23% | 9.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 22:47 | 00:00 | 00:00 |
 | Leshrac | 1 | 33.33% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 29:41 | 00:00 | 00:00 |
 | Windranger | 4 | 50.00% | 6.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 22:59 | 18:41 | 18:41 | 21:54 | 25:21 | 25:59 | 06:40 | 04:56 |
 | Pudge | 3 | 33.33% | 5.5 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 28:56 | 26:54 | 26:54 | 29:40 | 30:14 | 30:14 | 03:20 | 02:28 |
 | Lone Druid | 1 | 16.67% | 4.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 34:27 | 00:00 | 00:00 |
 | Magnus | 1 | 50.00% | 2.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 20:00 | 00:00 | 00:00 |
 | Clockwerk | 1 | 2.86% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:11 | 1:09:11 | 1:09:11 | 1:09:11 | 1:09:11 | 1:09:11 | 00:00 | 00:00 |