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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 | 3005 | 32.63% | 66.9 | 54.08% | +18.37% | +6.24% | -1.88% | -0.99% | 25:55 | 12:35 | 21:18 | 24:36 | 29:30 | 1:08:40 | 06:04 |
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 | |
 | Magnus | 7 | 63.64% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 23:14 | 18:44 | 20:49 | 23:47 | 24:12 | 29:13 | 03:23 | 02:30 |
 | Huskar | 7 | 87.50% | 98.9 | 71.43% | -28.57% | -21.43% | -21.43% | 0.00% | 20:04 | 14:34 | 17:07 | 21:19 | 21:24 | 25:22 | 04:17 | 03:10 |
 | Io | 32 | 39.02% | 97.8 | 71.88% | +23.88% | +3.12% | -9.38% | -3.59% | 22:55 | 17:07 | 20:58 | 22:03 | 24:27 | 34:02 | 03:29 | 02:34 |
 | Axe | 14 | 58.33% | 96.8 | 71.43% | +51.43% | +28.57% | +28.57% | 0.00% | 30:57 | 21:31 | 28:37 | 31:25 | 33:44 | 43:46 | 05:07 | 03:47 |
 | Abaddon | 6 | 6.67% | 95.7 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:28 | 28:27 | 31:11 | 31:25 | 42:49 | 1:08:40 | 11:38 | 08:37 |
 | Monkey King | 149 | 76.80% | 94.6 | 63.09% | +31.98% | +12.59% | -3.63% | -3.09% | 23:44 | 16:42 | 20:31 | 22:46 | 25:46 | 40:11 | 05:15 | 03:53 |
 | Phoenix | 25 | 12.76% | 93.5 | 76.00% | +12.26% | +7.33% | -9.33% | -1.84% | 29:41 | 20:30 | 23:45 | 28:11 | 32:48 | 49:24 | 09:03 | 06:42 |
 | Void Spirit | 96 | 30.97% | 92.5 | 65.63% | +20.30% | +1.04% | -15.63% | -2.20% | 30:16 | 19:16 | 25:53 | 29:29 | 33:28 | 51:54 | 07:35 | 05:37 |
 | Underlord | 11 | 14.29% | 91.4 | 81.82% | +33.34% | +18.18% | -15.15% | 0.00% | 33:13 | 20:54 | 25:12 | 31:22 | 36:59 | 55:17 | 11:47 | 08:43 |
 | Troll Warlord | 123 | 77.36% | 90.3 | 60.16% | +15.72% | +14.03% | -8.55% | -6.10% | 22:36 | 15:38 | 19:41 | 21:36 | 23:23 | 1:04:07 | 03:42 | 02:44 |
 | Slardar | 22 | 64.71% | 89.2 | 63.64% | +21.97% | +3.03% | -3.64% | -1.04% | 27:40 | 16:42 | 25:06 | 25:50 | 31:32 | 40:48 | 06:26 | 04:45 |
 | Storm Spirit | 85 | 70.83% | 88.2 | 60.00% | +17.14% | +6.67% | +6.67% | 0.00% | 26:28 | 16:09 | 22:50 | 25:35 | 28:55 | 49:24 | 06:05 | 04:30 |
 | Sniper | 3 | 75.00% | 87.1 | 66.67% | +66.67% | +33.33% | 0.00% | -5.59% | 21:37 | 18:51 | 18:51 | 21:12 | 24:49 | 24:49 | 05:58 | 04:25 |
 | Shadow Shaman | 39 | 21.20% | 86.0 | 66.67% | +23.22% | +13.33% | -16.67% | -2.80% | 34:59 | 22:27 | 29:31 | 34:44 | 40:13 | 1:03:53 | 10:42 | 07:55 |
 | Elder Titan | 5 | 5.10% | 84.9 | 100.00% | +41.94% | 0.00% | 0.00% | 0.00% | 35:39 | 25:58 | 25:58 | 30:49 | 33:13 | 59:52 | 07:15 | 05:22 |
 | Mars | 165 | 62.50% | 83.9 | 56.97% | +23.64% | +4.01% | -3.31% | -1.02% | 27:25 | 16:42 | 23:37 | 26:12 | 30:48 | 46:22 | 07:11 | 05:19 |
 | Kunkka | 39 | 84.78% | 82.8 | 56.41% | +13.55% | +23.59% | -16.41% | -9.80% | 21:23 | 15:07 | 18:58 | 20:43 | 23:03 | 32:08 | 04:05 | 03:01 |
 | Razor | 34 | 87.18% | 81.7 | 55.88% | -24.12% | +21.90% | -43.38% | -19.58% | 22:09 | 16:32 | 20:07 | 21:25 | 23:27 | 32:14 | 03:20 | 02:28 |
 | Beastmaster | 67 | 37.64% | 80.6 | 59.70% | +0.24% | +10.89% | -24.41% | -4.93% | 29:46 | 19:27 | 25:30 | 29:37 | 32:40 | 48:50 | 07:10 | 05:18 |
 | Wraith King | 135 | 58.70% | 79.6 | 56.30% | -0.54% | +26.05% | -23.95% | -8.82% | 27:16 | 20:08 | 23:50 | 26:17 | 29:30 | 48:30 | 05:40 | 04:11 |
 | Phantom Assassin | 81 | 87.10% | 78.5 | 54.32% | +20.99% | +15.68% | +0.68% | -4.84% | 22:55 | 18:11 | 20:58 | 22:37 | 24:04 | 45:58 | 03:06 | 02:17 |
 | Dragon Knight | 44 | 81.48% | 77.4 | 54.55% | +24.55% | +18.18% | -9.10% | -6.18% | 23:48 | 18:37 | 20:29 | 23:00 | 24:54 | 37:31 | 04:25 | 03:16 |
 | Drow Ranger | 19 | 65.52% | 76.3 | 57.89% | +7.89% | +2.11% | +2.11% | 0.00% | 27:15 | 18:34 | 21:51 | 25:17 | 30:28 | 43:31 | 08:37 | 06:22 |
 | Lycan | 39 | 43.33% | 75.3 | 58.97% | +7.99% | +21.03% | +11.03% | -1.34% | 29:09 | 20:06 | 25:18 | 29:07 | 32:47 | 38:47 | 07:29 | 05:32 |
 | Batrider | 119 | 80.95% | 74.2 | 53.78% | +21.64% | +19.55% | -13.78% | -6.19% | 21:06 | 14:29 | 17:44 | 19:44 | 23:07 | 37:16 | 05:23 | 03:59 |
 | Lone Druid | 4 | 36.36% | 73.1 | 75.00% | +17.86% | +25.00% | +25.00% | 0.00% | 30:04 | 25:56 | 25:56 | 29:53 | 30:57 | 33:29 | 05:01 | 03:42 |
 | Broodmother | 7 | 77.78% | 72.0 | 57.14% | +57.14% | -7.14% | -7.14% | 0.00% | 22:50 | 17:33 | 18:47 | 23:09 | 23:19 | 31:13 | 04:32 | 03:21 |
 | Faceless Void | 1 | 33.33% | 71.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 21:02 | 00:00 | 00:00 |
 | Arc Warden | 14 | 66.67% | 69.9 | 57.14% | +28.57% | +42.86% | -23.81% | -19.51% | 28:53 | 23:40 | 26:01 | 27:25 | 29:26 | 43:08 | 03:25 | 02:31 |
 | Enigma | 65 | 67.71% | 68.8 | 53.85% | +18.37% | +2.40% | +14.90% | 2.03% | 27:17 | 17:52 | 23:30 | 26:52 | 29:39 | 48:03 | 06:09 | 04:33 |
 | Nature's Prophet | 89 | 64.96% | 67.7 | 52.81% | -1.36% | +19.92% | -11.90% | -8.56% | 21:56 | 16:27 | 19:33 | 20:41 | 23:16 | 34:14 | 03:43 | 02:45 |
 | Chaos Knight | 7 | 70.00% | 66.7 | 57.14% | +57.14% | -7.14% | +42.86% | 5.77% | 24:02 | 18:24 | 18:27 | 21:19 | 27:07 | 35:57 | 08:40 | 06:25 |
 | Lina | 30 | 68.18% | 65.6 | 53.33% | +39.04% | -3.33% | -39.04% | -11.04% | 22:17 | 15:04 | 19:41 | 21:27 | 22:55 | 30:30 | 03:14 | 02:23 |
 | Earth Spirit | 74 | 30.33% | 64.5 | 55.41% | +17.17% | +2.48% | +0.15% | -0.26% | 31:44 | 17:10 | 26:50 | 30:57 | 35:51 | 47:47 | 09:01 | 06:40 |
 | Puck | 39 | 11.75% | 63.4 | 61.54% | +6.93% | +8.46% | +8.46% | 0.00% | 28:25 | 21:22 | 23:55 | 27:50 | 31:07 | 46:37 | 07:12 | 05:20 |
 | Death Prophet | 136 | 62.10% | 62.4 | 50.74% | +1.34% | -0.74% | -15.45% | -2.67% | 24:39 | 15:58 | 21:08 | 23:27 | 26:38 | 48:17 | 05:30 | 04:04 |
 | Templar Assassin | 38 | 79.17% | 61.3 | 50.00% | +20.00% | +30.00% | -16.67% | -10.73% | 23:16 | 18:31 | 20:53 | 22:55 | 25:14 | 35:31 | 04:21 | 03:13 |
 | Night Stalker | 30 | 78.95% | 60.2 | 50.00% | +37.50% | +12.50% | -7.14% | -3.56% | 23:56 | 17:49 | 20:42 | 22:39 | 26:13 | 35:01 | 05:31 | 04:05 |
 | Queen of Pain | 59 | 79.73% | 59.1 | 49.15% | +2.48% | +17.52% | -9.15% | -7.55% | 23:23 | 15:45 | 21:28 | 23:11 | 25:00 | 30:59 | 03:32 | 02:37 |
 | Morphling | 69 | 58.97% | 58.1 | 50.72% | +4.89% | +2.22% | -15.43% | -2.09% | 29:20 | 18:36 | 24:49 | 29:36 | 33:15 | 46:41 | 08:26 | 06:14 |
 | Legion Commander | 28 | 50.00% | 57.0 | 53.57% | +25.00% | +17.86% | -10.71% | -3.78% | 29:56 | 20:04 | 25:54 | 30:03 | 33:28 | 46:31 | 07:34 | 05:36 |
 | Crystal Maiden | 11 | 8.94% | 55.9 | 72.73% | +30.77% | +27.27% | -6.06% | -3.08% | 34:57 | 26:55 | 27:33 | 33:46 | 38:23 | 48:09 | 10:50 | 08:01 |
 | Bloodseeker | 64 | 62.14% | 54.8 | 50.00% | +11.54% | +12.50% | 0.00% | -2.40% | 23:25 | 15:16 | 19:26 | 21:25 | 24:38 | 50:33 | 05:12 | 03:51 |
 | Outworld Destroyer | 55 | 51.40% | 53.8 | 50.91% | +16.29% | -0.91% | -15.20% | -2.26% | 24:46 | 18:00 | 20:51 | 24:18 | 27:10 | 39:07 | 06:19 | 04:40 |
 | Sven | 6 | 85.71% | 52.7 | 50.00% | -50.00% | 0.00% | -50.00% | -23.81% | 21:02 | 18:01 | 20:07 | 21:28 | 22:13 | 22:40 | 02:06 | 01:33 |
 | Invoker | 49 | 67.12% | 51.6 | 48.98% | +11.48% | +1.02% | +9.35% | 1.29% | 26:02 | 17:52 | 22:44 | 24:59 | 29:12 | 38:27 | 06:28 | 04:47 |
 | Ember Spirit | 84 | 64.12% | 50.5 | 47.62% | +5.07% | +23.81% | -9.52% | -5.19% | 25:47 | 16:58 | 22:07 | 24:27 | 28:32 | 45:52 | 06:25 | 04:45 |
 | Tiny | 11 | 21.57% | 49.5 | 63.64% | +18.64% | -30.31% | +36.36% | 20.62% | 29:24 | 25:37 | 27:05 | 28:40 | 30:19 | 34:27 | 03:14 | 02:23 |
 | Windranger | 31 | 68.89% | 48.4 | 48.39% | +5.53% | +1.61% | -10.89% | -2.34% | 22:14 | 13:46 | 19:36 | 21:08 | 24:56 | 35:54 | 05:20 | 03:57 |
 | Bristleback | 9 | 17.31% | 47.3 | 66.67% | +20.16% | +33.33% | +33.33% | 0.00% | 29:48 | 21:54 | 25:23 | 29:15 | 33:08 | 35:37 | 07:45 | 05:44 |
 | Terrorblade | 61 | 70.93% | 46.2 | 45.90% | -14.10% | -5.90% | +14.10% | 2.44% | 24:45 | 17:13 | 19:55 | 24:42 | 28:07 | 39:57 | 08:12 | 06:04 |
 | Alchemist | 50 | 56.18% | 45.2 | 46.00% | +2.41% | +23.23% | -21.00% | -10.21% | 20:41 | 14:09 | 17:49 | 19:43 | 22:09 | 33:41 | 04:20 | 03:12 |
 | Doom | 21 | 91.30% | 44.1 | 42.86% | +42.86% | +17.14% | -22.86% | -8.99% | 18:05 | 14:31 | 15:59 | 16:44 | 20:26 | 25:51 | 04:27 | 03:17 |
 | Riki | 23 | 30.67% | 43.0 | 52.17% | +23.32% | +14.50% | -2.17% | -2.76% | 30:53 | 24:08 | 27:15 | 30:51 | 33:17 | 41:14 | 06:02 | 04:28 |
 | Shadow Fiend | 26 | 89.66% | 41.9 | 42.31% | +8.98% | +14.83% | -8.98% | -6.84% | 20:40 | 14:25 | 18:45 | 20:43 | 22:14 | 26:16 | 03:29 | 02:34 |
 | Viper | 24 | 33.33% | 40.9 | 50.00% | -6.25% | +16.67% | -33.33% | -8.82% | 26:35 | 17:48 | 22:19 | 23:52 | 27:59 | 41:36 | 05:40 | 04:11 |
 | Ursa | 106 | 88.33% | 39.8 | 40.57% | -9.43% | -7.24% | -9.80% | -0.82% | 22:26 | 16:44 | 20:33 | 22:06 | 23:40 | 34:40 | 03:07 | 02:18 |
 | Dark Seer | 10 | 18.18% | 38.7 | 60.00% | +11.11% | -26.67% | -10.00% | 1.78% | 36:47 | 26:02 | 30:07 | 33:35 | 39:30 | 52:36 | 09:23 | 06:57 |
 | Clockwerk | 3 | 2.56% | 37.6 | 100.00% | +43.86% | 0.00% | 0.00% | 0.00% | 33:43 | 26:13 | 26:13 | 31:56 | 43:01 | 43:01 | 16:48 | 12:26 |
 | Medusa | 23 | 27.06% | 36.6 | 47.83% | -8.62% | +18.84% | +2.17% | -1.87% | 31:37 | 21:32 | 26:38 | 31:34 | 35:32 | 44:23 | 08:54 | 06:35 |
 | Gyrocopter | 26 | 54.17% | 35.5 | 42.31% | +10.49% | +0.55% | -8.98% | -2.33% | 22:19 | 12:35 | 19:09 | 21:21 | 23:14 | 36:56 | 04:05 | 03:01 |
 | Silencer | 4 | 57.14% | 34.4 | 50.00% | -16.67% | +50.00% | -50.00% | -40.00% | 24:16 | 21:59 | 21:59 | 24:23 | 24:29 | 26:14 | 02:30 | 01:51 |
 | Anti-Mage | 18 | 45.00% | 33.3 | 44.44% | +21.71% | -4.44% | +30.56% | 7.09% | 33:12 | 24:41 | 30:48 | 32:48 | 35:44 | 47:21 | 04:56 | 03:39 |
 | Spirit Breaker | 2 | 5.56% | 32.3 | 100.00% | +64.71% | 0.00% | 0.00% | 0.00% | 27:08 | 23:08 | 23:08 | 31:07 | 31:07 | 31:07 | 07:59 | 05:54 |
 | Earthshaker | 5 | 3.23% | 31.2 | 80.00% | +23.33% | -80.00% | +20.00% | 0.00% | 43:54 | 26:51 | 26:51 | 47:44 | 50:04 | 1:04:29 | 23:13 | 17:11 |
 | Tusk | 7 | 3.76% | 30.1 | 71.43% | +24.50% | -71.43% | +28.57% | 0.00% | 41:11 | 27:55 | 32:57 | 43:59 | 46:18 | 52:14 | 13:21 | 09:53 |
 | Leshrac | 39 | 52.70% | 29.0 | 35.90% | -9.81% | +14.10% | +14.10% | 0.00% | 26:08 | 18:17 | 21:55 | 26:05 | 30:06 | 36:10 | 08:11 | 06:03 |
 | Snapfire | 3 | 17.65% | 28.0 | 66.67% | +23.81% | +33.33% | 0.00% | 0.00% | 30:33 | 22:42 | 22:42 | 29:28 | 39:30 | 39:30 | 16:48 | 12:26 |
 | Weaver | 58 | 65.17% | 26.9 | 32.76% | -18.85% | -19.43% | +17.24% | 6.25% | 25:27 | 16:43 | 21:52 | 23:34 | 27:44 | 50:49 | 05:52 | 04:20 |
 | Pugna | 3 | 15.79% | 25.8 | 66.67% | +41.67% | -66.67% | 0.00% | 0.00% | 27:21 | 26:26 | 26:26 | 27:04 | 28:32 | 28:32 | 02:06 | 01:33 |
 | Sand King | 10 | 14.71% | 24.7 | 50.00% | 0.00% | -16.67% | 0.00% | 3.35% | 29:56 | 24:35 | 27:14 | 30:16 | 32:13 | 34:25 | 04:59 | 03:41 |
 | Slark | 27 | 61.36% | 23.7 | 33.33% | -13.73% | -4.76% | +23.81% | 3.09% | 28:15 | 17:44 | 23:15 | 26:28 | 32:30 | 45:13 | 09:15 | 06:51 |
 | Centaur Warrunner | 4 | 20.00% | 22.6 | 50.00% | 0.00% | +50.00% | +50.00% | 0.00% | 31:30 | 26:40 | 26:40 | 28:08 | 31:54 | 39:16 | 05:14 | 03:52 |
 | Timbersaw | 12 | 10.08% | 21.5 | 41.67% | -14.40% | +25.00% | +25.00% | 0.00% | 31:04 | 17:37 | 19:55 | 28:41 | 38:40 | 57:18 | 18:45 | 13:53 |
 | Venomancer | 3 | 5.88% | 20.4 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 30:36 | 27:23 | 27:23 | 29:29 | 34:57 | 34:57 | 07:34 | 05:36 |
 | Visage | 3 | 60.00% | 19.4 | 33.33% | +33.33% | -33.33% | 0.00% | 13.70% | 27:23 | 25:54 | 25:54 | 27:54 | 28:20 | 28:20 | 02:26 | 01:48 |
 | Juggernaut | 6 | 4.96% | 18.3 | 50.00% | +4.78% | 0.00% | -50.00% | 0.00% | 41:56 | 32:31 | 35:48 | 37:01 | 46:00 | 56:15 | 10:12 | 07:33 |
 | Luna | 11 | 45.83% | 17.2 | 27.27% | -18.88% | +39.40% | +6.06% | -4.71% | 26:40 | 17:07 | 19:08 | 22:20 | 26:13 | 55:04 | 07:05 | 05:14 |
 | Mirana | 6 | 4.17% | 16.1 | 50.00% | +2.17% | +50.00% | -50.00% | -22.22% | 32:56 | 27:54 | 28:55 | 29:21 | 33:25 | 45:25 | 04:30 | 03:20 |
 | Brewmaster | 1 | 1.89% | 15.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 25:27 | 00:00 | 00:00 |
 | Zeus | 2 | 15.38% | 14.0 | 50.00% | -4.55% | +50.00% | 0.00% | 0.00% | 39:09 | 32:53 | 32:53 | 45:25 | 45:25 | 45:25 | 12:32 | 09:17 |
 | Tidehunter | 9 | 5.88% | 12.9 | 33.33% | -20.84% | +16.67% | +16.67% | 0.00% | 30:59 | 26:02 | 26:22 | 29:50 | 31:45 | 41:11 | 05:23 | 03:59 |
 | Pangolier | 4 | 2.19% | 11.8 | 50.00% | -3.63% | +50.00% | +50.00% | 0.00% | 35:31 | 28:19 | 28:19 | 29:03 | 31:19 | 53:24 | 03:00 | 02:13 |
 | Rubick | 4 | 2.05% | 10.8 | 50.00% | +3.93% | -50.00% | +50.00% | 0.00% | 29:46 | 22:10 | 22:10 | 27:27 | 34:05 | 35:20 | 11:55 | 08:49 |
 | Phantom Lancer | 2 | 3.23% | 9.7 | 50.00% | -6.67% | +50.00% | 0.00% | 0.00% | 40:48 | 36:40 | 36:40 | 44:56 | 44:56 | 44:56 | 08:16 | 06:07 |
 | Bounty Hunter | 4 | 16.00% | 8.6 | 25.00% | -22.62% | -25.00% | +75.00% | 0.00% | 28:15 | 19:28 | 19:28 | 26:01 | 29:38 | 37:53 | 10:10 | 07:31 |
 | Grimstroke | 2 | 1.14% | 7.5 | 50.00% | +14.37% | -50.00% | 0.00% | 0.00% | 44:00 | 40:21 | 40:21 | 47:39 | 47:39 | 47:39 | 07:18 | 05:24 |
 | Clinkz | 2 | 33.33% | 6.5 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 24:59 | 23:44 | 23:44 | 26:13 | 26:13 | 26:13 | 02:29 | 01:50 |
 | Omniknight | 1 | 20.00% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 35:36 | 00:00 | 00:00 |
 | Lifestealer | 1 | 5.26% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 32:04 | 00:00 | 00:00 |
 | Dazzle | 1 | 16.67% | 3.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 31:02 | 00:00 | 00:00 |
 | Tinker | 1 | 50.00% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 39:05 | 00:00 | 00:00 |
 | Naga Siren | 1 | 4.00% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |