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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 | 1571 | 41.34% | 71.1 | 53.72% | +22.91% | +2.26% | -3.59% | -0.78% | 24:01 | 13:01 | 19:29 | 22:40 | 26:57 | 1:07:28 | 05:31 |
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 | |
 | Riki | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 29:46 | 00:00 | 00:00 |
 | Sven | 5 | 100.00% | 98.9 | 80.00% | +80.00% | +20.00% | +20.00% | 0.00% | 19:18 | 16:31 | 16:31 | 19:39 | 19:40 | 21:01 | 03:09 | 02:20 |
 | Lifestealer | 4 | 28.57% | 97.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 35:45 | 23:26 | 23:26 | 24:28 | 47:20 | 47:44 | 23:54 | 17:42 |
 | Drow Ranger | 7 | 53.85% | 96.6 | 85.71% | +69.04% | +14.29% | +14.29% | 0.00% | 28:50 | 20:47 | 23:52 | 24:11 | 24:24 | 55:35 | 00:32 | 00:23 |
 | Beastmaster | 9 | 34.62% | 95.5 | 88.89% | +35.95% | -38.89% | +11.11% | 10.38% | 30:18 | 26:39 | 27:30 | 30:19 | 32:19 | 33:08 | 04:49 | 03:34 |
 | Spirit Breaker | 2 | 40.00% | 94.3 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 42:38 | 25:52 | 25:52 | 59:23 | 59:23 | 59:23 | 33:31 | 24:49 |
 | Sand King | 63 | 47.37% | 93.2 | 71.43% | +31.43% | -2.68% | +3.57% | 0.68% | 30:53 | 19:24 | 24:46 | 29:50 | 33:58 | 1:01:17 | 09:12 | 06:48 |
 | Enigma | 6 | 100.00% | 92.0 | 66.67% | +66.67% | +33.33% | +33.33% | 0.00% | 26:14 | 21:46 | 23:46 | 24:52 | 27:24 | 34:36 | 03:38 | 02:41 |
 | Axe | 4 | 66.67% | 90.9 | 75.00% | +75.00% | +25.00% | +25.00% | 0.00% | 29:11 | 21:31 | 21:31 | 25:54 | 31:11 | 38:07 | 09:40 | 07:09 |
 | Naga Siren | 2 | 28.57% | 89.8 | 100.00% | +20.00% | 0.00% | 0.00% | 0.00% | 32:37 | 28:31 | 28:31 | 36:42 | 36:42 | 36:42 | 08:11 | 06:03 |
 | Chaos Knight | 47 | 79.66% | 88.6 | 63.83% | +47.16% | -5.50% | +11.17% | 3.30% | 22:18 | 15:39 | 18:33 | 20:08 | 23:36 | 58:04 | 05:03 | 03:44 |
 | Windranger | 8 | 88.89% | 87.5 | 62.50% | -37.50% | -12.50% | -12.50% | 0.00% | 20:35 | 17:51 | 18:35 | 19:43 | 20:34 | 27:34 | 01:59 | 01:28 |
 | Slardar | 5 | 100.00% | 86.4 | 60.00% | +60.00% | -60.00% | -60.00% | 0.00% | 23:36 | 19:36 | 19:36 | 22:55 | 25:41 | 27:31 | 06:05 | 04:30 |
 | Lina | 38 | 90.48% | 85.2 | 60.53% | +10.53% | -0.53% | +17.25% | 6.63% | 17:40 | 13:05 | 15:38 | 16:50 | 18:19 | 38:41 | 02:41 | 01:59 |
 | Timbersaw | 16 | 42.11% | 84.1 | 68.75% | -17.61% | +6.25% | -18.75% | -3.89% | 28:24 | 22:52 | 23:29 | 26:53 | 29:55 | 41:22 | 06:26 | 04:45 |
 | Night Stalker | 8 | 80.00% | 83.0 | 62.50% | +12.50% | +37.50% | -62.50% | -32.79% | 18:37 | 14:20 | 16:12 | 17:35 | 19:15 | 23:04 | 03:03 | 02:15 |
 | Underlord | 16 | 66.67% | 81.8 | 62.50% | 0.00% | -12.50% | -37.50% | -4.52% | 22:16 | 16:29 | 18:01 | 19:54 | 23:33 | 33:02 | 05:32 | 04:05 |
 | Storm Spirit | 84 | 80.00% | 80.7 | 57.14% | +4.76% | +19.05% | -9.52% | -5.24% | 20:54 | 13:51 | 17:47 | 20:27 | 23:14 | 33:44 | 05:27 | 04:02 |
 | Wraith King | 29 | 74.36% | 79.5 | 58.62% | +18.62% | -15.76% | -15.76% | 0.00% | 26:15 | 20:11 | 22:27 | 25:38 | 27:42 | 45:31 | 05:15 | 03:53 |
 | Doom | 20 | 100.00% | 78.4 | 55.00% | +55.00% | +25.00% | -35.00% | -17.56% | 19:09 | 15:15 | 17:22 | 18:33 | 20:47 | 22:47 | 03:25 | 02:31 |
 | Huskar | 18 | 94.74% | 77.3 | 55.56% | +55.56% | +4.44% | +19.44% | 2.83% | 19:27 | 14:24 | 16:05 | 17:02 | 21:23 | 32:16 | 05:18 | 03:55 |
 | Ember Spirit | 65 | 69.15% | 76.1 | 56.92% | +25.89% | +5.58% | -13.17% | -3.47% | 22:39 | 15:15 | 18:35 | 21:26 | 23:59 | 42:00 | 05:24 | 04:00 |
 | Dark Seer | 4 | 40.00% | 75.0 | 75.00% | +25.00% | +25.00% | +25.00% | 0.00% | 31:52 | 27:46 | 27:46 | 29:16 | 32:17 | 38:07 | 04:31 | 03:20 |
 | Terrorblade | 48 | 96.00% | 73.9 | 54.17% | +4.17% | -4.17% | -12.50% | -1.19% | 24:54 | 16:36 | 20:14 | 24:55 | 27:13 | 39:14 | 06:59 | 05:10 |
 | Bane | 5 | 3.76% | 72.7 | 100.00% | +46.87% | 0.00% | 0.00% | 0.00% | 39:12 | 35:07 | 35:07 | 39:17 | 40:56 | 42:44 | 05:49 | 04:18 |
 | Templar Assassin | 85 | 91.40% | 71.6 | 52.94% | +27.94% | -0.56% | -24.37% | -7.60% | 22:06 | 17:24 | 20:01 | 21:46 | 23:09 | 35:07 | 03:08 | 02:19 |
 | Legion Commander | 10 | 62.50% | 70.5 | 60.00% | +26.67% | +40.00% | -60.00% | -29.27% | 25:06 | 16:25 | 23:44 | 24:51 | 27:09 | 34:17 | 03:25 | 02:31 |
 | Enchantress | 4 | 5.56% | 69.3 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 45:19 | 34:05 | 34:05 | 44:16 | 47:22 | 55:34 | 13:17 | 09:50 |
 | Mars | 100 | 79.37% | 68.2 | 53.00% | +22.23% | +39.00% | -21.00% | -16.22% | 23:43 | 16:34 | 21:48 | 23:43 | 25:30 | 32:35 | 03:42 | 02:44 |
 | Leshrac | 33 | 73.33% | 67.0 | 54.55% | +12.88% | -17.05% | +7.95% | 2.80% | 24:50 | 15:07 | 19:35 | 24:11 | 28:30 | 40:12 | 08:55 | 06:36 |
 | Faceless Void | 22 | 73.33% | 65.9 | 54.55% | +4.55% | +12.12% | -34.55% | -15.22% | 22:38 | 18:08 | 21:03 | 22:22 | 24:07 | 27:19 | 03:04 | 02:16 |
 | Dragon Knight | 89 | 81.65% | 64.8 | 51.69% | +31.69% | +30.13% | -33.51% | -12.52% | 25:09 | 17:24 | 22:26 | 25:02 | 27:31 | 33:18 | 05:05 | 03:45 |
 | Invoker | 32 | 72.73% | 63.6 | 53.13% | +28.13% | +21.87% | -3.13% | -4.64% | 25:18 | 18:05 | 22:10 | 25:52 | 27:33 | 34:53 | 05:23 | 03:59 |
 | Sniper | 2 | 100.00% | 62.5 | 50.00% | +50.00% | -50.00% | 0.00% | 0.00% | 20:47 | 19:52 | 19:52 | 21:42 | 21:42 | 21:42 | 01:50 | 01:21 |
 | Phantom Assassin | 23 | 82.14% | 61.4 | 52.17% | +12.17% | +31.16% | -35.50% | -34.78% | 21:15 | 18:21 | 20:22 | 21:11 | 22:17 | 24:44 | 01:55 | 01:25 |
 | Tiny | 96 | 80.67% | 60.2 | 51.04% | +11.91% | +40.63% | -30.21% | -13.71% | 25:00 | 19:28 | 21:59 | 23:44 | 27:09 | 36:51 | 05:10 | 03:49 |
 | Anti-Mage | 8 | 42.11% | 59.1 | 62.50% | +26.14% | -12.50% | +37.50% | 7.30% | 36:07 | 29:19 | 30:24 | 33:52 | 37:15 | 49:52 | 06:51 | 05:04 |
 | Bloodseeker | 18 | 85.71% | 58.0 | 50.00% | +50.00% | +30.00% | -25.00% | -19.64% | 19:08 | 15:59 | 17:37 | 18:45 | 20:25 | 22:25 | 02:48 | 02:04 |
 | Queen of Pain | 23 | 65.71% | 56.8 | 52.17% | +2.17% | -2.17% | -35.50% | -5.60% | 24:28 | 16:23 | 20:25 | 25:24 | 26:22 | 32:03 | 05:57 | 04:24 |
 | Troll Warlord | 8 | 88.89% | 55.7 | 50.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:58 | 16:42 | 19:04 | 21:26 | 23:06 | 27:20 | 04:02 | 02:59 |
 | Dawnbreaker | 3 | 50.00% | 54.5 | 66.67% | 0.00% | +33.33% | 0.00% | -31.74% | 19:28 | 18:54 | 18:54 | 19:34 | 19:57 | 19:57 | 01:03 | 00:46 |
 | Tusk | 11 | 26.83% | 53.4 | 63.64% | +30.31% | -30.31% | +36.36% | 7.30% | 27:08 | 17:00 | 21:32 | 23:50 | 30:40 | 44:47 | 09:08 | 06:45 |
 | Razor | 40 | 100.00% | 52.3 | 45.00% | +45.00% | -5.00% | -5.00% | 0.00% | 16:34 | 13:27 | 15:51 | 16:35 | 17:02 | 23:24 | 01:11 | 00:52 |
 | Luna | 24 | 92.31% | 51.1 | 45.83% | +45.83% | +4.17% | -12.50% | -7.81% | 18:34 | 15:25 | 17:24 | 18:05 | 19:32 | 22:08 | 02:08 | 01:34 |
 | Batrider | 17 | 85.00% | 50.0 | 47.06% | +13.73% | +2.94% | -22.06% | -10.79% | 19:33 | 15:30 | 17:11 | 18:19 | 19:30 | 28:58 | 02:19 | 01:42 |
 | Death Prophet | 69 | 61.06% | 48.9 | 46.38% | +0.93% | +12.44% | +6.56% | -0.84% | 22:28 | 13:53 | 17:29 | 20:00 | 24:28 | 1:07:28 | 06:59 | 05:10 |
 | Elder Titan | 1 | 25.00% | 47.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 38:03 | 00:00 | 00:00 |
 | Gyrocopter | 30 | 65.22% | 46.6 | 46.67% | +21.67% | -9.17% | +10.47% | 5.83% | 18:17 | 14:41 | 16:41 | 18:00 | 20:03 | 25:36 | 03:22 | 02:29 |
 | Magnus | 3 | 37.50% | 45.5 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 24:06 | 18:05 | 18:05 | 26:47 | 27:26 | 27:26 | 09:21 | 06:55 |
 | Morphling | 16 | 80.00% | 44.3 | 43.75% | -6.25% | +6.25% | -18.75% | -5.47% | 22:50 | 16:13 | 19:56 | 21:34 | 24:30 | 35:11 | 04:34 | 03:22 |
 | Medusa | 37 | 50.68% | 43.2 | 45.95% | -4.05% | +9.61% | -23.73% | -6.03% | 31:29 | 23:14 | 26:59 | 30:46 | 32:31 | 52:59 | 05:32 | 04:05 |
 | Kunkka | 42 | 100.00% | 42.0 | 40.48% | +40.48% | +32.25% | -30.48% | -11.20% | 17:44 | 13:01 | 14:41 | 16:26 | 20:17 | 29:07 | 05:36 | 04:08 |
 | Monkey King | 28 | 50.91% | 40.9 | 46.43% | -12.83% | +10.71% | -3.57% | -1.26% | 27:27 | 18:46 | 21:15 | 24:49 | 32:33 | 43:36 | 11:18 | 08:22 |
 | Earth Spirit | 11 | 33.33% | 39.8 | 54.55% | +9.10% | +45.45% | -54.55% | -8.96% | 32:51 | 24:01 | 26:12 | 32:09 | 37:22 | 44:46 | 11:10 | 08:16 |
 | Weaver | 7 | 9.21% | 38.6 | 71.43% | +20.71% | -21.43% | -21.43% | 0.00% | 28:39 | 18:54 | 21:41 | 30:52 | 31:11 | 36:57 | 09:30 | 07:02 |
 | Bristleback | 7 | 87.50% | 37.5 | 42.86% | +42.86% | +7.14% | +7.14% | 0.00% | 23:13 | 21:05 | 22:24 | 22:27 | 23:45 | 25:24 | 01:21 | 01:00 |
 | Ursa | 20 | 90.91% | 36.4 | 40.00% | -60.00% | -20.00% | 0.00% | 6.86% | 22:57 | 17:53 | 21:07 | 21:58 | 24:02 | 31:27 | 02:55 | 02:09 |
 | Keeper of the Light | 7 | 6.54% | 35.2 | 71.43% | +17.43% | +28.57% | -21.43% | 0.00% | 22:32 | 17:00 | 17:57 | 22:04 | 24:45 | 31:26 | 06:48 | 05:02 |
 | Snapfire | 17 | 29.82% | 34.1 | 47.06% | +17.06% | +2.94% | +2.94% | 0.00% | 25:53 | 18:00 | 24:28 | 25:41 | 27:48 | 31:07 | 03:20 | 02:28 |
 | Crystal Maiden | 1 | 16.67% | 33.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 28:12 | 00:00 | 00:00 |
 | Nature's Prophet | 14 | 87.50% | 31.8 | 35.71% | +35.71% | -10.71% | -2.38% | 2.64% | 19:45 | 16:31 | 18:05 | 19:23 | 21:14 | 23:24 | 03:09 | 02:20 |
 | Clinkz | 3 | 100.00% | 30.7 | 33.33% | +33.33% | -33.33% | 0.00% | 0.00% | 22:34 | 19:26 | 19:26 | 19:40 | 28:36 | 28:36 | 09:10 | 06:47 |
 | Void Spirit | 5 | 15.63% | 29.5 | 60.00% | +19.26% | +40.00% | -60.00% | 0.00% | 35:35 | 32:00 | 32:00 | 35:39 | 37:15 | 40:00 | 05:15 | 03:53 |
 | Venomancer | 1 | 12.50% | 28.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Viper | 21 | 67.74% | 27.3 | 33.33% | -6.67% | +6.67% | +6.67% | 0.00% | 22:21 | 16:15 | 18:38 | 22:06 | 25:47 | 28:40 | 07:09 | 05:17 |
 | Pugna | 7 | 9.86% | 26.1 | 57.14% | +10.26% | -57.14% | -7.14% | 5.10% | 33:15 | 23:51 | 27:00 | 32:20 | 36:48 | 43:02 | 09:48 | 07:15 |
 | Shadow Fiend | 4 | 100.00% | 25.0 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 19:45 | 14:40 | 14:40 | 16:14 | 17:50 | 30:16 | 03:10 | 02:20 |
 | Lone Druid | 5 | 41.67% | 23.9 | 40.00% | -2.86% | -40.00% | -40.00% | 0.00% | 36:57 | 31:31 | 31:31 | 33:38 | 37:33 | 48:43 | 06:02 | 04:28 |
 | Shadow Shaman | 9 | 15.25% | 22.7 | 44.44% | -5.56% | +5.56% | +5.56% | 0.00% | 39:25 | 27:38 | 34:46 | 35:45 | 46:46 | 51:47 | 12:00 | 08:53 |
 | Centaur Warrunner | 5 | 35.71% | 21.6 | 40.00% | -4.44% | +60.00% | -40.00% | -8.12% | 29:01 | 19:11 | 19:11 | 29:16 | 31:30 | 36:11 | 12:19 | 09:07 |
 | Phantom Lancer | 1 | 5.56% | 20.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 41:39 | 00:00 | 00:00 |
 | Jakiro | 1 | 5.26% | 19.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 29:40 | 00:00 | 00:00 |
 | Undying | 1 | 3.70% | 18.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 49:22 | 00:00 | 00:00 |
 | Tidehunter | 4 | 8.89% | 17.0 | 50.00% | +15.85% | +50.00% | -50.00% | 0.00% | 30:05 | 20:42 | 20:42 | 29:24 | 32:55 | 37:20 | 12:13 | 09:02 |
 | Necrophos | 5 | 13.89% | 15.9 | 40.00% | -24.52% | -40.00% | -40.00% | 0.00% | 31:04 | 20:58 | 20:58 | 31:57 | 33:06 | 44:13 | 12:08 | 08:59 |
 | Visage | 2 | 18.18% | 14.8 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 30:04 | 25:09 | 25:09 | 34:58 | 34:58 | 34:58 | 09:49 | 07:16 |
 | Clockwerk | 2 | 5.88% | 13.6 | 50.00% | +3.12% | +50.00% | 0.00% | 0.00% | 45:10 | 41:50 | 41:50 | 48:29 | 48:29 | 48:29 | 06:39 | 04:55 |
 | Shadow Demon | 2 | 3.08% | 12.5 | 50.00% | -8.73% | +50.00% | 0.00% | 0.00% | 39:09 | 27:50 | 27:50 | 50:27 | 50:27 | 50:27 | 22:37 | 16:45 |
 | Puck | 3 | 7.50% | 11.4 | 33.33% | -9.91% | +66.67% | 0.00% | 0.00% | 29:45 | 23:11 | 23:11 | 31:12 | 34:53 | 34:53 | 11:42 | 08:40 |
 | Io | 3 | 4.55% | 10.2 | 33.33% | -15.88% | -33.33% | 0.00% | 0.00% | 40:37 | 30:27 | 30:27 | 42:34 | 48:51 | 48:51 | 18:24 | 13:37 |
 | Pangolier | 3 | 3.09% | 9.1 | 33.33% | -20.93% | -33.33% | 0.00% | 0.00% | 24:00 | 21:46 | 21:46 | 25:00 | 25:13 | 25:13 | 03:27 | 02:33 |
 | Alchemist | 3 | 100.00% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:14 | 17:10 | 17:10 | 18:09 | 19:22 | 19:22 | 02:12 | 01:37 |
 | Arc Warden | 2 | 100.00% | 6.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:16 | 22:11 | 22:11 | 28:21 | 28:21 | 28:21 | 06:10 | 04:34 |
 | Outworld Destroyer | 1 | 50.00% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 27:34 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 50.00% | 4.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 32:18 | 00:00 | 00:00 |
 | Slark | 1 | 33.33% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 22:24 | 00:00 | 00:00 |
 | Silencer | 1 | 25.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 23:44 | 00:00 | 00:00 |
 | Broodmother | 3 | 50.00% | 1.1 | 0.00% | -33.33% | 0.00% | 0.00% | 0.00% | 23:28 | 20:33 | 20:33 | 21:12 | 28:39 | 28:39 | 08:06 | 06:00 |