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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 | 1602 | 38.88% | 77.1 | 52.50% | +19.68% | +6.85% | -4.75% | -1.55% | 23:41 | 12:11 | 19:08 | 22:19 | 26:36 | 1:08:27 | 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 | |
 | Enigma | 3 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 26:29 | 20:16 | 20:16 | 28:25 | 30:46 | 30:46 | 10:30 | 07:46 |
 | Clinkz | 5 | 83.33% | 98.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:50 | 18:36 | 18:36 | 21:05 | 21:37 | 28:50 | 03:01 | 02:14 |
 | Axe | 7 | 70.00% | 97.6 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 25:16 | 21:32 | 21:55 | 24:49 | 25:01 | 35:41 | 03:06 | 02:17 |
 | Dark Seer | 9 | 34.62% | 96.5 | 77.78% | +13.07% | -27.78% | -27.78% | 0.00% | 33:44 | 26:59 | 28:59 | 31:02 | 32:36 | 46:48 | 03:37 | 02:40 |
 | Slardar | 9 | 75.00% | 95.3 | 66.67% | +33.34% | +33.33% | -16.67% | -12.55% | 23:45 | 20:46 | 21:28 | 23:35 | 25:27 | 26:14 | 03:59 | 02:57 |
 | Shadow Fiend | 24 | 88.89% | 94.1 | 62.50% | +29.17% | +20.83% | -12.50% | -8.26% | 17:49 | 13:42 | 15:30 | 17:25 | 19:32 | 23:43 | 04:02 | 02:59 |
 | Tiny | 7 | 53.85% | 92.9 | 71.43% | +4.76% | -21.43% | -21.43% | 0.00% | 23:10 | 18:49 | 21:15 | 22:42 | 23:01 | 28:57 | 01:46 | 01:18 |
 | Chaos Knight | 5 | 100.00% | 91.8 | 60.00% | +60.00% | +40.00% | -60.00% | -52.17% | 19:17 | 17:52 | 17:52 | 18:35 | 19:47 | 22:04 | 01:55 | 01:25 |
 | Kunkka | 95 | 90.48% | 90.6 | 60.00% | +10.00% | +2.50% | -1.67% | -1.05% | 18:28 | 12:51 | 16:11 | 17:35 | 20:09 | 31:33 | 03:58 | 02:56 |
 | Batrider | 18 | 85.71% | 89.4 | 61.11% | +27.78% | +18.89% | +13.89% | -2.50% | 19:29 | 16:46 | 18:01 | 18:38 | 20:01 | 26:31 | 02:00 | 01:28 |
 | Earth Spirit | 10 | 47.62% | 88.2 | 70.00% | +15.45% | -3.33% | +30.00% | 6.06% | 25:16 | 16:43 | 23:45 | 25:07 | 29:15 | 31:56 | 05:30 | 04:04 |
 | Weaver | 17 | 12.98% | 87.1 | 76.47% | +26.47% | -1.47% | -26.47% | -1.77% | 28:32 | 19:20 | 20:51 | 25:37 | 34:58 | 47:37 | 14:07 | 10:27 |
 | Bristleback | 3 | 75.00% | 85.9 | 66.67% | +66.67% | +33.33% | 0.00% | -7.49% | 27:33 | 25:29 | 25:29 | 27:14 | 29:56 | 29:56 | 04:27 | 03:17 |
 | Mars | 114 | 78.08% | 84.7 | 58.77% | +43.14% | +13.64% | -1.63% | -3.18% | 24:15 | 16:08 | 21:43 | 24:05 | 26:31 | 35:42 | 04:48 | 03:33 |
 | Phantom Assassin | 50 | 89.29% | 83.5 | 58.00% | +41.33% | +3.54% | -8.00% | -5.21% | 22:12 | 16:55 | 20:16 | 21:23 | 22:29 | 41:23 | 02:13 | 01:38 |
 | Viper | 13 | 72.22% | 82.4 | 61.54% | +1.54% | -28.21% | +38.46% | 11.05% | 24:17 | 19:02 | 20:37 | 24:30 | 26:39 | 31:36 | 06:02 | 04:28 |
 | Beastmaster | 20 | 37.74% | 81.2 | 65.00% | +13.48% | -25.00% | +15.00% | 5.30% | 29:26 | 20:38 | 25:00 | 30:37 | 32:33 | 36:48 | 07:33 | 05:35 |
 | Night Stalker | 31 | 91.18% | 80.0 | 54.84% | +54.84% | +7.66% | -4.84% | -1.86% | 22:53 | 17:44 | 18:55 | 21:40 | 25:39 | 37:38 | 06:44 | 04:59 |
 | Broodmother | 15 | 62.50% | 78.8 | 60.00% | +48.89% | +15.00% | +15.00% | 0.00% | 21:39 | 18:05 | 19:35 | 21:32 | 22:35 | 28:46 | 03:00 | 02:13 |
 | Templar Assassin | 64 | 83.12% | 77.6 | 54.69% | +16.23% | +7.81% | -10.94% | -5.16% | 22:48 | 16:12 | 20:32 | 21:57 | 24:10 | 42:00 | 03:38 | 02:41 |
 | Wraith King | 73 | 73.74% | 76.5 | 54.79% | +12.48% | +11.88% | -15.90% | -6.86% | 27:29 | 19:28 | 24:22 | 26:06 | 28:25 | 54:36 | 04:03 | 03:00 |
 | Razor | 74 | 98.67% | 75.3 | 52.70% | +52.70% | +20.98% | -30.48% | -16.51% | 17:56 | 13:22 | 16:10 | 17:40 | 19:17 | 27:17 | 03:07 | 02:18 |
 | Riki | 1 | 33.33% | 74.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 28:25 | 00:00 | 00:00 |
 | Windranger | 8 | 53.33% | 72.9 | 62.50% | -8.93% | -12.50% | -12.50% | 0.00% | 22:03 | 18:48 | 19:28 | 21:16 | 22:55 | 29:25 | 03:27 | 02:33 |
 | Queen of Pain | 109 | 76.22% | 71.8 | 52.29% | +14.05% | +3.27% | -0.44% | -0.65% | 24:40 | 14:52 | 21:24 | 23:13 | 27:07 | 1:08:27 | 05:43 | 04:14 |
 | Bloodseeker | 24 | 72.73% | 70.6 | 54.17% | -12.50% | +29.16% | -4.17% | -9.61% | 20:56 | 16:12 | 18:04 | 19:16 | 21:32 | 38:31 | 03:28 | 02:34 |
 | Luna | 75 | 93.75% | 69.4 | 50.67% | -9.33% | +23.01% | -19.09% | -20.21% | 18:31 | 14:32 | 17:13 | 17:52 | 19:18 | 32:04 | 02:05 | 01:32 |
 | Tusk | 3 | 8.33% | 68.2 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 32:12 | 30:25 | 30:25 | 32:35 | 33:35 | 33:35 | 03:10 | 02:20 |
 | Sniper | 2 | 100.00% | 67.1 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 19:09 | 18:58 | 18:58 | 19:19 | 19:19 | 19:19 | 00:21 | 00:15 |
 | Invoker | 38 | 65.52% | 65.9 | 52.63% | +7.63% | -2.63% | -8.19% | -0.78% | 25:33 | 17:16 | 21:01 | 24:25 | 28:11 | 42:16 | 07:10 | 05:18 |
 | Sven | 12 | 92.31% | 64.7 | 50.00% | -50.00% | +50.00% | -16.67% | -29.63% | 20:34 | 13:46 | 18:58 | 20:37 | 21:13 | 26:40 | 02:15 | 01:40 |
 | Lina | 57 | 96.61% | 63.5 | 47.37% | -52.63% | +9.77% | -25.94% | -16.87% | 17:30 | 12:11 | 16:09 | 17:21 | 18:16 | 28:33 | 02:07 | 01:34 |
 | Dragon Knight | 14 | 82.35% | 62.4 | 50.00% | +16.67% | +25.00% | -16.67% | -7.31% | 23:38 | 19:25 | 20:18 | 22:34 | 26:00 | 32:04 | 05:42 | 04:13 |
 | Death Prophet | 43 | 55.84% | 61.2 | 51.16% | +7.04% | +30.66% | -23.89% | -13.41% | 21:14 | 14:26 | 18:25 | 20:32 | 22:29 | 41:58 | 04:04 | 03:00 |
 | Snapfire | 11 | 7.48% | 60.0 | 72.73% | +27.14% | -6.06% | +27.27% | 2.16% | 33:25 | 20:58 | 22:36 | 37:41 | 38:03 | 42:45 | 15:27 | 11:26 |
 | Anti-Mage | 7 | 53.85% | 58.8 | 57.14% | +40.47% | +42.86% | -57.14% | -17.00% | 31:59 | 23:26 | 27:17 | 33:01 | 33:10 | 40:48 | 05:53 | 04:21 |
 | Morphling | 32 | 60.38% | 57.6 | 50.00% | -2.38% | +25.00% | -12.50% | -4.42% | 29:27 | 19:18 | 25:11 | 29:41 | 33:40 | 41:54 | 08:29 | 06:17 |
 | Ursa | 12 | 70.59% | 56.5 | 50.00% | +10.00% | +16.67% | -50.00% | -12.95% | 24:47 | 18:58 | 21:17 | 24:03 | 26:26 | 33:24 | 05:09 | 03:48 |
 | Faceless Void | 21 | 77.78% | 55.3 | 47.62% | +14.29% | -7.62% | -7.62% | 0.00% | 22:23 | 18:31 | 21:00 | 22:40 | 23:23 | 26:37 | 02:23 | 01:45 |
 | Terrorblade | 39 | 82.98% | 54.1 | 46.15% | -3.85% | +13.85% | -26.15% | -5.27% | 25:39 | 18:39 | 21:00 | 25:05 | 28:35 | 41:20 | 07:35 | 05:37 |
 | Monkey King | 42 | 60.87% | 52.9 | 47.62% | +3.18% | +16.02% | +12.38% | -0.97% | 21:45 | 15:54 | 19:04 | 21:15 | 22:50 | 34:50 | 03:46 | 02:47 |
 | Tinker | 5 | 45.45% | 51.8 | 60.00% | -6.67% | +40.00% | +40.00% | 0.00% | 33:35 | 24:49 | 24:49 | 35:01 | 39:02 | 40:34 | 14:13 | 10:31 |
 | Pugna | 1 | 25.00% | 50.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 24:39 | 00:00 | 00:00 |
 | Ember Spirit | 51 | 64.56% | 49.4 | 45.10% | -19.19% | +16.44% | -29.72% | -11.30% | 22:21 | 14:54 | 19:40 | 22:10 | 23:45 | 32:52 | 04:05 | 03:01 |
 | Spirit Breaker | 49 | 44.14% | 48.2 | 46.94% | +13.07% | -13.61% | +3.06% | 1.44% | 30:46 | 17:10 | 24:54 | 30:01 | 36:28 | 53:18 | 11:34 | 08:34 |
 | Troll Warlord | 15 | 68.18% | 47.1 | 46.67% | -10.47% | +3.33% | +3.33% | 0.00% | 20:30 | 15:33 | 19:15 | 20:37 | 21:28 | 23:26 | 02:13 | 01:38 |
 | Leshrac | 12 | 46.15% | 45.9 | 50.00% | -14.29% | +16.67% | -50.00% | -7.68% | 26:18 | 17:31 | 21:01 | 23:53 | 29:42 | 37:16 | 08:41 | 06:25 |
 | Storm Spirit | 42 | 63.64% | 44.7 | 40.48% | -5.35% | +14.07% | -30.48% | -8.97% | 24:37 | 18:54 | 21:53 | 23:44 | 26:51 | 32:16 | 04:58 | 03:40 |
 | Drow Ranger | 14 | 60.87% | 43.5 | 42.86% | -23.81% | -17.86% | +23.81% | 6.00% | 24:26 | 15:05 | 20:48 | 22:26 | 27:45 | 35:45 | 06:57 | 05:08 |
 | Doom | 42 | 97.67% | 42.4 | 35.71% | +35.71% | +0.65% | -15.71% | -6.82% | 18:05 | 14:44 | 16:11 | 17:21 | 18:35 | 27:32 | 02:24 | 01:46 |
 | Outworld Destroyer | 21 | 36.21% | 41.2 | 42.86% | -27.41% | -22.86% | +37.14% | 6.19% | 28:17 | 20:32 | 23:32 | 26:29 | 33:14 | 38:27 | 09:42 | 07:11 |
 | Gyrocopter | 21 | 47.73% | 40.0 | 38.10% | -1.03% | +1.90% | -18.10% | -3.64% | 22:42 | 16:08 | 19:35 | 21:48 | 25:05 | 35:35 | 05:30 | 04:04 |
 | Nature's Prophet | 9 | 81.82% | 38.8 | 33.33% | +33.33% | +16.67% | +16.67% | 0.00% | 26:52 | 17:25 | 17:53 | 27:21 | 32:38 | 36:36 | 14:45 | 10:55 |
 | Magnus | 7 | 41.18% | 37.6 | 42.86% | -17.14% | +57.14% | -42.86% | -17.54% | 26:48 | 20:04 | 22:59 | 28:20 | 28:41 | 30:16 | 05:42 | 04:13 |
 | Void Spirit | 5 | 10.20% | 36.5 | 60.00% | +21.36% | +40.00% | +40.00% | 0.00% | 32:32 | 28:15 | 28:15 | 31:24 | 35:55 | 38:32 | 07:40 | 05:40 |
 | Phoenix | 1 | 8.33% | 35.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 38:43 | 00:00 | 00:00 |
 | Medusa | 14 | 30.43% | 34.1 | 35.71% | -14.29% | -10.71% | -2.38% | 1.33% | 31:52 | 24:26 | 28:58 | 30:46 | 35:14 | 42:02 | 06:16 | 04:38 |
 | Bane | 7 | 3.57% | 32.9 | 57.14% | 0.00% | +42.86% | +42.86% | 0.00% | 40:50 | 27:52 | 36:49 | 39:49 | 44:00 | 51:14 | 07:11 | 05:19 |
 | Clockwerk | 3 | 7.50% | 31.8 | 66.67% | +9.91% | +33.33% | 0.00% | 0.00% | 46:06 | 43:43 | 43:43 | 46:24 | 48:12 | 48:12 | 04:29 | 03:19 |
 | Legion Commander | 7 | 21.88% | 30.6 | 42.86% | -1.14% | +57.14% | +7.14% | -6.61% | 26:23 | 20:25 | 20:56 | 27:48 | 28:30 | 32:29 | 07:34 | 05:36 |
 | Centaur Warrunner | 1 | 5.88% | 29.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 30:21 | 00:00 | 00:00 |
 | Undying | 1 | 5.88% | 28.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 32:19 | 00:00 | 00:00 |
 | Lycan | 5 | 27.78% | 27.1 | 40.00% | -21.54% | +60.00% | -40.00% | 0.00% | 40:12 | 32:56 | 32:56 | 35:56 | 48:23 | 49:48 | 15:27 | 11:26 |
 | Sand King | 5 | 25.00% | 25.9 | 40.00% | -6.67% | -40.00% | -40.00% | 0.00% | 28:51 | 25:28 | 25:28 | 28:28 | 28:55 | 33:31 | 03:27 | 02:33 |
 | Hoodwink | 1 | 4.17% | 24.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Timbersaw | 9 | 23.08% | 23.5 | 33.33% | -30.00% | +16.67% | -33.33% | 0.00% | 32:24 | 27:11 | 28:25 | 31:58 | 36:32 | 38:02 | 08:07 | 06:00 |
 | Mirana | 1 | 2.56% | 22.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 23:53 | 00:00 | 00:00 |
 | Puck | 4 | 5.63% | 21.2 | 50.00% | +2.24% | +50.00% | -50.00% | 0.00% | 40:12 | 36:19 | 36:19 | 39:19 | 40:37 | 44:34 | 04:18 | 03:11 |
 | Pangolier | 1 | 1.79% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Lion | 1 | 1.28% | 18.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 45:38 | 00:00 | 00:00 |
 | Io | 1 | 1.10% | 17.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 31:24 | 00:00 | 00:00 |
 | Lifestealer | 4 | 30.77% | 16.5 | 25.00% | +13.89% | +75.00% | -25.00% | -100.00% | 25:18 | 23:22 | 23:22 | 23:36 | 23:43 | 30:30 | 00:21 | 00:15 |
 | Underlord | 6 | 37.50% | 15.3 | 16.67% | -13.33% | +33.33% | -16.67% | -9.06% | 26:43 | 23:19 | 24:10 | 24:19 | 29:41 | 29:56 | 05:31 | 04:05 |
 | Tidehunter | 7 | 7.69% | 14.1 | 14.29% | -47.61% | -14.29% | +35.71% | 9.23% | 28:11 | 23:54 | 24:38 | 28:05 | 30:03 | 33:49 | 05:25 | 04:00 |
 | Necrophos | 1 | 25.00% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 38:54 | 00:00 | 00:00 |
 | Juggernaut | 2 | 25.00% | 11.8 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 26:30 | 22:13 | 22:13 | 30:47 | 30:47 | 30:47 | 08:34 | 06:20 |
 | Huskar | 1 | 100.00% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 18:05 | 00:00 | 00:00 |
 | Visage | 1 | 20.00% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 9.09% | 8.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 27:11 | 00:00 | 00:00 |
 | Brewmaster | 1 | 6.25% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 33:37 | 00:00 | 00:00 |
 | Slark | 1 | 20.00% | 5.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 19:06 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 25.00% | 4.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 48:10 | 00:00 | 00:00 |
 | Bounty Hunter | 2 | 100.00% | 3.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:21 | 26:22 | 26:22 | 30:20 | 30:20 | 30:20 | 03:58 | 02:56 |
 | Dazzle | 1 | 16.67% | 2.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 26:36 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 7.69% | 1.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 50:43 | 00:00 | 00:00 |