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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 | 1007 | 35.09% | 68.4 | 51.74% | +16.59% | +3.02% | +3.02% | 0.00% | 26:29 | 12:05 | 21:18 | 24:39 | 29:39 | 1:39:39 | 06:11 |
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 | |
 | Earthshaker | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 100.00% | 98.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 20:37 | 00:00 | 00:00 |
 | Tiny | 13 | 56.52% | 97.5 | 84.62% | +64.62% | +15.38% | -17.95% | -5.51% | 31:25 | 23:53 | 24:33 | 28:30 | 30:36 | 1:04:57 | 06:03 | 04:28 |
 | Sven | 7 | 100.00% | 96.2 | 71.43% | +71.43% | +28.57% | -71.43% | -95.24% | 18:37 | 17:22 | 17:43 | 18:28 | 18:46 | 20:32 | 01:03 | 00:46 |
 | Kunkka | 19 | 73.08% | 94.9 | 73.68% | +30.82% | +26.32% | -13.68% | -15.89% | 20:45 | 14:08 | 18:20 | 19:31 | 20:51 | 36:04 | 02:31 | 01:51 |
 | Windranger | 10 | 100.00% | 93.7 | 70.00% | +70.00% | -3.33% | +30.00% | 9.09% | 22:02 | 19:12 | 20:28 | 21:10 | 24:08 | 25:38 | 03:40 | 02:42 |
 | Lone Druid | 1 | 50.00% | 92.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 41:25 | 00:00 | 00:00 |
 | Death Prophet | 27 | 65.85% | 91.1 | 70.37% | +13.23% | +1.06% | +1.06% | 0.00% | 25:18 | 18:52 | 20:29 | 24:07 | 26:03 | 44:06 | 05:34 | 04:07 |
 | Invoker | 36 | 65.45% | 89.9 | 69.44% | +11.55% | +8.34% | +30.56% | 2.41% | 29:36 | 17:20 | 25:16 | 27:29 | 34:29 | 51:41 | 09:13 | 06:49 |
 | Earth Spirit | 14 | 53.85% | 88.6 | 71.43% | +38.10% | +3.57% | -4.76% | -0.83% | 32:58 | 19:35 | 27:37 | 31:44 | 37:38 | 53:15 | 10:01 | 07:25 |
 | Terrorblade | 61 | 73.49% | 87.3 | 65.57% | +6.48% | -18.90% | +14.43% | 4.42% | 25:56 | 16:47 | 21:26 | 26:36 | 28:58 | 41:44 | 07:32 | 05:34 |
 | Medusa | 15 | 32.61% | 86.1 | 73.33% | +15.27% | +26.67% | +26.67% | 0.00% | 38:16 | 31:13 | 33:11 | 37:45 | 41:12 | 50:13 | 08:01 | 05:56 |
 | Phantom Assassin | 10 | 90.91% | 84.8 | 60.00% | -40.00% | -26.67% | -10.00% | 5.05% | 22:50 | 18:43 | 20:57 | 22:41 | 24:15 | 27:35 | 03:18 | 02:26 |
 | Mars | 43 | 74.14% | 83.5 | 58.14% | +31.47% | +14.59% | +5.50% | -1.78% | 26:54 | 17:54 | 23:18 | 26:15 | 28:24 | 36:45 | 05:06 | 03:46 |
 | Sand King | 8 | 24.24% | 82.3 | 75.00% | +31.00% | -25.00% | +25.00% | 4.95% | 30:18 | 22:55 | 23:35 | 25:45 | 33:41 | 40:38 | 10:06 | 07:28 |
 | Razor | 23 | 82.14% | 81.0 | 56.52% | -3.48% | -6.52% | -6.52% | 0.00% | 19:29 | 14:25 | 16:00 | 19:14 | 21:03 | 30:01 | 05:03 | 03:44 |
 | Batrider | 20 | 90.91% | 79.7 | 55.00% | +5.00% | +25.00% | +5.00% | -3.28% | 22:25 | 15:43 | 18:42 | 19:55 | 24:48 | 32:42 | 06:06 | 04:31 |
 | Luna | 72 | 90.00% | 78.5 | 54.17% | +4.17% | +12.50% | +1.39% | -2.26% | 23:15 | 15:54 | 20:15 | 21:52 | 25:10 | 44:39 | 04:55 | 03:38 |
 | Ursa | 14 | 77.78% | 77.2 | 57.14% | +32.14% | -7.14% | -23.81% | -1.75% | 25:30 | 17:27 | 20:59 | 22:42 | 30:31 | 37:33 | 09:32 | 07:03 |
 | Legion Commander | 4 | 36.36% | 75.9 | 75.00% | +3.57% | +25.00% | -75.00% | -16.62% | 32:40 | 26:31 | 26:31 | 30:35 | 32:32 | 41:01 | 06:01 | 04:27 |
 | Templar Assassin | 48 | 84.21% | 74.7 | 52.08% | +7.64% | +6.25% | -18.75% | -6.73% | 23:32 | 18:52 | 21:25 | 22:37 | 25:08 | 36:53 | 03:43 | 02:45 |
 | Troll Warlord | 4 | 100.00% | 73.4 | 50.00% | +50.00% | +50.00% | -50.00% | -16.95% | 21:07 | 17:30 | 17:30 | 18:13 | 23:24 | 25:22 | 05:54 | 04:22 |
 | Doom | 38 | 100.00% | 72.2 | 50.00% | +50.00% | 0.00% | -5.56% | -1.22% | 18:21 | 12:05 | 16:05 | 18:37 | 20:38 | 26:22 | 04:33 | 03:22 |
 | Dragon Knight | 70 | 77.78% | 70.9 | 50.00% | +15.00% | 0.00% | -14.71% | -3.60% | 24:34 | 18:50 | 22:02 | 23:45 | 26:07 | 39:30 | 04:05 | 03:01 |
 | Morphling | 19 | 70.37% | 69.6 | 52.63% | +15.13% | +7.37% | -12.63% | -3.32% | 28:25 | 21:10 | 24:53 | 28:17 | 30:54 | 39:12 | 06:01 | 04:27 |
 | Lina | 60 | 69.77% | 68.4 | 48.33% | +2.18% | +11.67% | -15.00% | -7.62% | 20:26 | 15:31 | 18:16 | 19:47 | 21:46 | 41:51 | 03:30 | 02:35 |
 | Bloodseeker | 5 | 50.00% | 67.1 | 60.00% | -20.00% | +40.00% | -60.00% | -11.76% | 23:15 | 17:28 | 17:28 | 21:54 | 25:58 | 32:50 | 08:30 | 06:17 |
 | Viper | 16 | 35.56% | 65.8 | 56.25% | +11.42% | +18.75% | +18.75% | 0.00% | 27:20 | 19:54 | 22:17 | 23:31 | 26:37 | 1:07:40 | 04:20 | 03:12 |
 | Lifestealer | 4 | 17.39% | 64.6 | 75.00% | +22.37% | +25.00% | +25.00% | 0.00% | 29:45 | 19:42 | 19:42 | 25:58 | 31:19 | 42:00 | 11:37 | 08:36 |
 | Beastmaster | 3 | 37.50% | 63.3 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 33:37 | 26:15 | 26:15 | 33:12 | 41:25 | 41:25 | 15:10 | 11:14 |
 | Night Stalker | 5 | 100.00% | 62.0 | 40.00% | +40.00% | +60.00% | -40.00% | -14.15% | 23:34 | 18:11 | 18:11 | 23:11 | 25:15 | 32:57 | 07:04 | 05:14 |
 | Faceless Void | 18 | 64.29% | 60.8 | 44.44% | -5.56% | +15.56% | -19.44% | -5.79% | 27:54 | 18:25 | 22:41 | 26:42 | 28:44 | 51:23 | 06:03 | 04:28 |
 | Axe | 60 | 74.07% | 59.5 | 40.00% | +6.67% | -6.67% | +6.67% | 2.46% | 28:49 | 21:50 | 26:15 | 27:56 | 31:41 | 40:08 | 05:26 | 04:01 |
 | Ember Spirit | 18 | 47.37% | 58.2 | 44.44% | -0.56% | +15.56% | +5.56% | -2.33% | 25:42 | 17:44 | 22:56 | 24:34 | 27:14 | 39:39 | 04:18 | 03:11 |
 | Storm Spirit | 14 | 60.87% | 57.0 | 42.86% | +9.53% | -42.86% | +23.81% | 42.11% | 29:12 | 21:16 | 25:08 | 25:30 | 26:43 | 1:04:43 | 01:35 | 01:10 |
 | Magnus | 14 | 46.67% | 55.7 | 42.86% | -0.89% | +7.14% | -9.53% | -3.57% | 24:37 | 20:30 | 21:44 | 22:47 | 26:24 | 36:37 | 04:40 | 03:27 |
 | Drow Ranger | 12 | 54.55% | 54.4 | 41.67% | -18.33% | -41.67% | +25.00% | 14.09% | 25:18 | 22:03 | 22:40 | 23:40 | 27:24 | 31:33 | 04:44 | 03:30 |
 | Wraith King | 16 | 72.73% | 53.2 | 37.50% | +20.83% | -37.50% | +12.50% | 9.71% | 28:23 | 22:32 | 24:56 | 27:34 | 30:05 | 44:42 | 05:09 | 03:48 |
 | Lycan | 3 | 100.00% | 51.9 | 33.33% | +33.33% | -33.33% | 0.00% | 8.97% | 22:34 | 20:21 | 20:21 | 23:17 | 24:04 | 24:04 | 03:43 | 02:45 |
 | Enigma | 3 | 100.00% | 50.6 | 33.33% | +33.33% | -33.33% | 0.00% | 6.80% | 24:51 | 21:58 | 21:58 | 25:42 | 26:52 | 26:52 | 04:54 | 03:37 |
 | Slardar | 8 | 80.00% | 49.4 | 37.50% | -12.50% | -37.50% | +12.50% | 12.82% | 28:44 | 23:56 | 24:24 | 25:48 | 28:18 | 46:53 | 03:54 | 02:53 |
 | Dark Seer | 5 | 18.52% | 48.1 | 60.00% | +14.55% | +40.00% | +40.00% | 0.00% | 35:19 | 28:57 | 28:57 | 35:37 | 38:46 | 39:50 | 09:49 | 07:16 |
 | Bristleback | 7 | 53.85% | 46.8 | 42.86% | -23.81% | +7.14% | +7.14% | 0.00% | 32:01 | 20:46 | 23:29 | 29:48 | 32:41 | 46:29 | 09:12 | 06:48 |
 | Spectre | 7 | 14.29% | 45.6 | 57.14% | +4.76% | +42.86% | -57.14% | -15.15% | 38:18 | 32:04 | 32:30 | 36:47 | 39:06 | 48:41 | 06:36 | 04:53 |
 | Mirana | 4 | 5.00% | 44.3 | 75.00% | +14.47% | -75.00% | +25.00% | 0.00% | 33:36 | 20:08 | 20:08 | 27:07 | 33:24 | 53:46 | 13:16 | 09:49 |
 | Leshrac | 25 | 43.86% | 43.0 | 36.00% | -17.13% | +14.00% | +14.00% | 0.00% | 29:44 | 18:31 | 23:11 | 27:37 | 32:02 | 53:55 | 08:51 | 06:33 |
 | Gyrocopter | 19 | 79.17% | 41.8 | 31.58% | -48.42% | -11.58% | -11.58% | 0.00% | 22:37 | 19:01 | 20:11 | 21:20 | 23:10 | 39:30 | 02:59 | 02:12 |
 | Venomancer | 1 | 10.00% | 40.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 39:11 | 00:00 | 00:00 |
 | Juggernaut | 4 | 25.00% | 39.2 | 50.00% | +16.67% | -50.00% | +50.00% | 0.00% | 38:35 | 21:49 | 21:49 | 33:46 | 43:01 | 55:43 | 21:12 | 15:42 |
 | Nature's Prophet | 8 | 100.00% | 38.0 | 25.00% | +25.00% | +25.00% | -25.00% | -12.50% | 24:43 | 19:19 | 21:17 | 21:57 | 25:17 | 31:45 | 04:00 | 02:57 |
 | Riki | 2 | 40.00% | 36.7 | 50.00% | -50.00% | -50.00% | 0.00% | 0.00% | 27:40 | 25:25 | 25:25 | 29:55 | 29:55 | 29:55 | 04:30 | 03:20 |
 | Tidehunter | 3 | 7.14% | 35.4 | 66.67% | +15.39% | +33.33% | 0.00% | 0.00% | 59:06 | 44:48 | 44:48 | 51:33 | 1:20:58 | 1:20:58 | 36:10 | 26:47 |
 | Chaos Knight | 2 | 33.33% | 34.2 | 50.00% | +25.00% | -50.00% | 0.00% | 0.00% | 28:22 | 22:24 | 22:24 | 34:19 | 34:19 | 34:19 | 11:55 | 08:49 |
 | Anti-Mage | 3 | 60.00% | 32.9 | 33.33% | -66.67% | -33.33% | 0.00% | 0.00% | 30:33 | 28:00 | 28:00 | 31:26 | 32:13 | 32:13 | 04:13 | 03:07 |
 | Phantom Lancer | 1 | 5.00% | 31.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 48:32 | 00:00 | 00:00 |
 | Pangolier | 1 | 2.94% | 30.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 44:36 | 00:00 | 00:00 |
 | Clockwerk | 1 | 2.86% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 43:50 | 00:00 | 00:00 |
 | Alchemist | 3 | 42.86% | 27.8 | 33.33% | -16.67% | -33.33% | 0.00% | 0.00% | 29:48 | 22:29 | 22:29 | 32:00 | 34:54 | 34:54 | 12:25 | 09:11 |
 | Enchantress | 1 | 2.13% | 26.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 48:17 | 00:00 | 00:00 |
 | Arc Warden | 4 | 57.14% | 25.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 43:03 | 28:16 | 28:16 | 35:22 | 53:51 | 54:43 | 25:35 | 18:57 |
 | Ancient Apparition | 1 | 1.59% | 24.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 35:00 | 00:00 | 00:00 |
 | Phoenix | 4 | 4.00% | 22.8 | 50.00% | +4.17% | -50.00% | -50.00% | 0.00% | 31:00 | 23:26 | 23:26 | 32:39 | 32:53 | 35:03 | 09:27 | 07:00 |
 | Nyx Assassin | 1 | 1.18% | 21.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 41:40 | 00:00 | 00:00 |
 | Lion | 1 | 0.82% | 20.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 39:49 | 00:00 | 00:00 |
 | Broodmother | 2 | 9.09% | 19.0 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 19:53 | 18:27 | 18:27 | 21:18 | 21:18 | 21:18 | 02:51 | 02:06 |
 | Puck | 7 | 11.11% | 17.7 | 28.57% | -19.64% | -28.57% | +21.43% | 0.00% | 34:02 | 21:57 | 23:00 | 29:04 | 29:52 | 1:02:15 | 06:52 | 05:05 |
 | Void Spirit | 13 | 46.43% | 16.5 | 15.38% | -17.95% | -15.38% | +17.95% | 4.51% | 31:05 | 22:20 | 26:50 | 32:17 | 34:13 | 37:16 | 07:23 | 05:28 |
 | Monkey King | 9 | 81.82% | 15.2 | 11.11% | -38.89% | -11.11% | +38.89% | 7.43% | 23:17 | 16:53 | 19:10 | 22:57 | 25:54 | 29:48 | 06:44 | 04:59 |
 | Snapfire | 3 | 12.50% | 13.9 | 33.33% | -14.29% | -33.33% | 0.00% | 0.00% | 32:26 | 19:03 | 19:03 | 23:24 | 54:52 | 54:52 | 35:49 | 26:31 |
 | Elder Titan | 3 | 10.71% | 12.7 | 33.33% | -14.67% | -33.33% | 0.00% | 0.00% | 53:10 | 28:45 | 28:45 | 31:05 | 1:39:39 | 1:39:39 | 1:10:54 | 52:31 |
 | Timbersaw | 14 | 26.92% | 11.4 | 7.14% | -48.12% | +17.86% | -7.14% | -1.59% | 32:55 | 17:16 | 26:56 | 31:30 | 42:37 | 43:49 | 15:41 | 11:37 |
 | Weaver | 1 | 100.00% | 10.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 24:13 | 00:00 | 00:00 |
 | Hoodwink | 2 | 1.74% | 8.9 | 0.00% | -53.98% | 0.00% | 0.00% | 0.00% | 41:44 | 31:55 | 31:55 | 51:32 | 51:32 | 51:32 | 19:37 | 14:31 |
 | Underlord | 1 | 20.00% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:51 | 53:51 | 53:51 | 53:51 | 53:51 | 53:51 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 20.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 30:13 | 00:00 | 00:00 |
 | Naga Siren | 3 | 37.50% | 5.1 | 0.00% | -20.00% | 0.00% | 0.00% | 0.00% | 37:02 | 32:48 | 32:48 | 38:41 | 39:37 | 39:37 | 06:49 | 05:02 |
 | Undying | 1 | 9.09% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 49:55 | 00:00 | 00:00 |
 | Tusk | 1 | 4.00% | 2.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 1:09:31 | 00:00 | 00:00 |
 | Outworld Destroyer | 1 | 100.00% | 1.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 36:56 | 00:00 | 00:00 |