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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 | 1627 | 45.32% | 75.8 | 52.98% | +24.14% | +3.04% | +1.07% | -0.24% | 24:39 | 12:39 | 19:38 | 23:16 | 27:45 | 1:08:26 | 06:00 |
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 | |
 | Tinker | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 30:37 | 29:27 | 29:27 | 31:47 | 31:47 | 31:47 | 02:20 | 01:43 |
 | Visage | 10 | 16.13% | 98.9 | 90.00% | +32.31% | +10.00% | +10.00% | 0.00% | 38:50 | 26:58 | 28:30 | 37:20 | 46:43 | 50:59 | 18:13 | 13:29 |
 | Leshrac | 11 | 34.38% | 97.8 | 81.82% | +34.20% | -48.49% | +18.18% | 0.00% | 26:25 | 21:06 | 23:42 | 27:01 | 27:24 | 31:28 | 03:42 | 02:44 |
 | Enigma | 56 | 76.71% | 96.7 | 69.64% | +16.70% | +1.79% | +1.79% | 0.00% | 29:07 | 18:56 | 25:21 | 28:46 | 31:17 | 50:12 | 05:56 | 04:23 |
 | Lifestealer | 3 | 20.00% | 95.7 | 100.00% | +41.67% | 0.00% | 0.00% | 0.00% | 29:48 | 24:01 | 24:01 | 28:17 | 37:06 | 37:06 | 13:05 | 09:41 |
 | Drow Ranger | 5 | 45.45% | 94.6 | 80.00% | +46.67% | +20.00% | +20.00% | 0.00% | 29:38 | 21:03 | 21:03 | 31:39 | 32:52 | 35:59 | 11:49 | 08:45 |
 | Pudge | 33 | 71.74% | 93.5 | 66.67% | +28.21% | -4.17% | -4.17% | 0.00% | 26:28 | 20:56 | 24:14 | 26:04 | 28:18 | 32:09 | 04:04 | 03:00 |
 | Beastmaster | 25 | 58.14% | 92.4 | 68.00% | +34.67% | +15.33% | -34.67% | -8.65% | 28:14 | 22:09 | 24:46 | 28:16 | 30:33 | 34:32 | 05:47 | 04:17 |
 | Marci | 93 | 67.39% | 91.3 | 63.44% | +19.00% | -11.27% | -2.57% | 1.08% | 27:30 | 14:25 | 23:42 | 26:59 | 31:46 | 50:37 | 08:04 | 05:58 |
 | Bloodseeker | 22 | 95.65% | 90.2 | 59.09% | +59.09% | -9.09% | -19.09% | -2.64% | 19:31 | 16:17 | 18:13 | 18:44 | 22:00 | 24:08 | 03:47 | 02:48 |
 | Morphling | 63 | 76.83% | 89.1 | 60.32% | +34.00% | +2.18% | -4.07% | -0.80% | 28:48 | 19:08 | 24:12 | 27:29 | 32:02 | 48:22 | 07:50 | 05:48 |
 | Queen of Pain | 46 | 77.97% | 88.0 | 58.70% | +27.93% | +7.97% | -4.15% | -3.29% | 23:15 | 17:06 | 20:52 | 22:21 | 24:33 | 32:06 | 03:41 | 02:43 |
 | Ursa | 23 | 95.83% | 87.0 | 56.52% | +56.52% | +26.81% | -6.52% | -7.90% | 23:05 | 18:10 | 20:23 | 23:05 | 24:36 | 30:21 | 04:13 | 03:07 |
 | Shadow Fiend | 57 | 91.94% | 85.9 | 56.14% | -3.86% | +22.43% | -27.57% | -17.96% | 19:12 | 13:13 | 17:16 | 18:55 | 20:03 | 37:08 | 02:47 | 02:03 |
 | Phantom Assassin | 23 | 88.46% | 84.8 | 56.52% | +56.52% | +10.15% | -6.52% | -7.25% | 22:07 | 17:26 | 20:26 | 21:28 | 22:44 | 28:48 | 02:18 | 01:42 |
 | Ember Spirit | 54 | 72.00% | 83.7 | 57.41% | +24.08% | -7.41% | -18.95% | -2.33% | 23:20 | 17:27 | 20:03 | 22:27 | 25:00 | 38:31 | 04:57 | 03:40 |
 | Primal Beast | 76 | 91.57% | 82.6 | 55.26% | +26.69% | +7.90% | -2.63% | -2.39% | 19:55 | 13:50 | 16:52 | 18:54 | 21:16 | 44:59 | 04:24 | 03:15 |
 | Dawnbreaker | 33 | 66.00% | 81.5 | 57.58% | +28.17% | +17.42% | +17.42% | 0.00% | 22:37 | 14:18 | 18:59 | 21:16 | 26:36 | 34:14 | 07:37 | 05:38 |
 | Slardar | 9 | 90.00% | 80.4 | 55.56% | +55.56% | +44.44% | +44.44% | 0.00% | 22:58 | 19:56 | 20:53 | 22:53 | 23:46 | 26:39 | 02:53 | 02:08 |
 | Lina | 53 | 82.81% | 79.3 | 54.72% | +9.27% | +14.51% | -8.57% | -10.65% | 18:25 | 13:07 | 15:54 | 17:10 | 18:04 | 1:02:03 | 02:10 | 01:36 |
 | Nature's Prophet | 14 | 73.68% | 78.3 | 57.14% | +17.14% | +17.86% | -23.81% | -12.69% | 20:46 | 15:51 | 18:51 | 21:06 | 22:08 | 25:34 | 03:17 | 02:25 |
 | Doom | 34 | 97.14% | 77.2 | 52.94% | +52.94% | +24.84% | -27.94% | -13.25% | 19:30 | 15:02 | 16:45 | 18:02 | 20:44 | 30:18 | 03:59 | 02:57 |
 | Chaos Knight | 13 | 92.86% | 76.1 | 53.85% | -46.15% | +46.15% | -20.52% | -13.29% | 23:46 | 19:30 | 20:20 | 22:48 | 25:21 | 32:00 | 05:01 | 03:42 |
 | Mars | 43 | 89.58% | 75.0 | 53.49% | +53.49% | +10.15% | -35.31% | -7.14% | 22:22 | 16:10 | 18:43 | 23:04 | 25:05 | 29:18 | 06:22 | 04:42 |
 | Viper | 29 | 76.32% | 73.9 | 55.17% | +10.73% | +16.26% | +1.97% | -3.00% | 26:07 | 18:59 | 21:58 | 23:53 | 26:44 | 57:38 | 04:46 | 03:31 |
 | Dark Seer | 4 | 36.36% | 72.8 | 75.00% | +46.43% | +25.00% | +25.00% | 0.00% | 38:48 | 29:18 | 29:18 | 33:44 | 38:23 | 53:45 | 09:05 | 06:43 |
 | Faceless Void | 54 | 83.08% | 71.7 | 53.70% | -37.21% | +17.73% | -7.55% | -8.67% | 24:20 | 18:28 | 22:23 | 23:53 | 25:18 | 36:20 | 02:55 | 02:09 |
 | Earth Spirit | 15 | 53.57% | 70.7 | 60.00% | +21.54% | -10.00% | -10.00% | 0.00% | 31:32 | 23:13 | 26:48 | 30:44 | 35:11 | 43:42 | 08:23 | 06:12 |
 | Legion Commander | 9 | 81.82% | 69.6 | 55.56% | +55.56% | +44.44% | -55.56% | -13.70% | 29:15 | 22:50 | 23:27 | 28:46 | 30:45 | 37:31 | 07:18 | 05:24 |
 | Batrider | 66 | 88.00% | 68.5 | 51.52% | +7.08% | +7.30% | -7.77% | -3.83% | 21:04 | 15:25 | 17:56 | 19:41 | 21:52 | 40:13 | 03:56 | 02:54 |
 | Huskar | 6 | 100.00% | 67.4 | 50.00% | +50.00% | 0.00% | +50.00% | 3.84% | 22:30 | 15:31 | 15:38 | 16:43 | 28:39 | 31:18 | 13:01 | 09:38 |
 | Sand King | 4 | 100.00% | 66.3 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 29:26 | 22:51 | 22:51 | 22:55 | 32:08 | 39:50 | 09:17 | 06:52 |
 | Slark | 22 | 66.67% | 65.2 | 54.55% | -18.18% | +12.12% | +25.45% | 1.15% | 31:06 | 21:27 | 25:29 | 27:50 | 37:04 | 45:28 | 11:35 | 08:34 |
 | Luna | 24 | 96.00% | 64.1 | 50.00% | +50.00% | +16.67% | -33.33% | -14.63% | 20:14 | 15:59 | 18:34 | 19:29 | 21:59 | 25:08 | 03:25 | 02:31 |
 | Sniper | 13 | 68.42% | 63.0 | 53.85% | +3.85% | +12.82% | +12.82% | 0.00% | 27:10 | 18:43 | 22:56 | 26:16 | 28:32 | 37:53 | 05:36 | 04:08 |
 | Sven | 9 | 64.29% | 62.0 | 55.56% | -4.44% | -5.56% | -5.56% | 0.00% | 20:24 | 17:53 | 18:22 | 18:55 | 20:09 | 25:53 | 01:47 | 01:19 |
 | Terrorblade | 30 | 73.17% | 60.9 | 50.00% | +4.55% | 0.00% | -21.43% | -2.90% | 27:13 | 18:32 | 23:30 | 26:02 | 30:53 | 37:54 | 07:23 | 05:28 |
 | Razor | 28 | 100.00% | 59.8 | 46.43% | +46.43% | +10.71% | -3.57% | -5.39% | 18:32 | 13:04 | 17:13 | 18:18 | 19:52 | 22:59 | 02:39 | 01:57 |
 | Crystal Maiden | 6 | 30.00% | 58.7 | 66.67% | +9.53% | -16.67% | -66.67% | 0.00% | 42:44 | 27:05 | 32:00 | 44:23 | 49:17 | 57:08 | 17:17 | 12:48 |
 | Kunkka | 18 | 100.00% | 57.6 | 44.44% | +44.44% | -4.44% | -19.44% | -3.02% | 18:41 | 12:39 | 16:24 | 18:06 | 21:22 | 24:42 | 04:58 | 03:40 |
 | Death Prophet | 96 | 82.05% | 56.5 | 44.79% | -2.83% | +17.71% | -11.46% | -6.60% | 20:39 | 13:58 | 17:52 | 20:00 | 22:17 | 36:23 | 04:25 | 03:16 |
 | Tusk | 15 | 19.74% | 55.4 | 60.00% | +7.54% | -10.00% | +15.00% | 2.00% | 33:59 | 20:17 | 24:22 | 30:33 | 36:53 | 1:03:56 | 12:31 | 09:16 |
 | Storm Spirit | 17 | 70.83% | 54.3 | 47.06% | +4.20% | -22.06% | +2.94% | 3.50% | 24:58 | 17:30 | 21:25 | 24:31 | 28:34 | 33:04 | 07:09 | 05:17 |
 | Templar Assassin | 32 | 84.21% | 53.3 | 43.75% | -6.25% | +18.75% | -6.25% | -6.15% | 24:15 | 18:16 | 21:59 | 23:21 | 26:03 | 36:59 | 04:04 | 03:00 |
 | Enchantress | 5 | 8.47% | 52.2 | 80.00% | +31.85% | +20.00% | -80.00% | 0.00% | 38:01 | 29:49 | 29:49 | 40:15 | 41:59 | 47:12 | 12:10 | 09:00 |
 | Troll Warlord | 31 | 93.94% | 51.1 | 41.94% | +41.94% | -4.44% | -4.44% | 0.00% | 21:14 | 17:38 | 19:57 | 20:49 | 22:09 | 27:30 | 02:12 | 01:37 |
 | Clockwerk | 5 | 7.14% | 50.0 | 80.00% | +29.23% | +20.00% | +20.00% | 0.00% | 37:39 | 24:55 | 24:55 | 34:33 | 43:56 | 51:59 | 19:01 | 14:05 |
 | Night Stalker | 5 | 100.00% | 48.9 | 40.00% | +40.00% | +60.00% | -40.00% | -25.64% | 27:34 | 24:14 | 24:14 | 27:49 | 28:08 | 31:19 | 03:54 | 02:53 |
 | Axe | 4 | 66.67% | 47.8 | 50.00% | +50.00% | +50.00% | +50.00% | 0.00% | 27:12 | 24:41 | 24:41 | 26:23 | 28:20 | 29:24 | 03:39 | 02:42 |
 | Lone Druid | 5 | 33.33% | 46.7 | 60.00% | +40.00% | +40.00% | -60.00% | 0.00% | 34:31 | 27:24 | 27:24 | 35:37 | 36:50 | 42:23 | 09:26 | 06:59 |
 | Timbersaw | 12 | 40.00% | 45.7 | 50.00% | +5.56% | -16.67% | +16.67% | 3.94% | 32:36 | 22:22 | 28:34 | 30:48 | 37:02 | 45:41 | 08:28 | 06:16 |
 | Hoodwink | 2 | 6.90% | 44.6 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 50:40 | 49:28 | 49:28 | 51:51 | 51:51 | 51:51 | 02:23 | 01:45 |
 | Undying | 19 | 15.20% | 43.5 | 52.63% | -1.14% | -12.63% | -12.63% | 0.00% | 22:01 | 14:34 | 17:52 | 21:44 | 25:31 | 30:23 | 07:39 | 05:40 |
 | Lycan | 8 | 42.11% | 42.4 | 50.00% | +22.73% | -50.00% | 0.00% | 5.21% | 31:16 | 22:26 | 23:14 | 31:40 | 32:50 | 43:54 | 09:36 | 07:06 |
 | Dragon Knight | 18 | 78.26% | 41.3 | 38.89% | -1.11% | +21.11% | -13.89% | -5.97% | 26:38 | 19:59 | 24:49 | 25:29 | 30:41 | 35:39 | 05:52 | 04:20 |
 | Alchemist | 16 | 80.00% | 40.2 | 37.50% | -12.50% | -12.50% | -12.50% | 0.00% | 19:20 | 16:22 | 17:52 | 18:47 | 20:15 | 23:46 | 02:23 | 01:45 |
 | Monkey King | 23 | 92.00% | 39.1 | 34.78% | +34.78% | +15.22% | -18.11% | -12.90% | 21:47 | 18:28 | 20:26 | 21:40 | 23:01 | 25:49 | 02:35 | 01:54 |
 | Shadow Shaman | 3 | 20.00% | 38.0 | 66.67% | +33.34% | -66.67% | 0.00% | 0.00% | 34:26 | 33:06 | 33:06 | 34:47 | 35:26 | 35:26 | 02:20 | 01:43 |
 | Necrophos | 1 | 12.50% | 37.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 26:58 | 00:00 | 00:00 |
 | Invoker | 35 | 83.33% | 35.9 | 31.43% | -40.00% | +24.13% | -9.21% | -5.60% | 24:44 | 18:58 | 21:14 | 24:30 | 27:11 | 37:20 | 05:57 | 04:24 |
 | Weaver | 17 | 60.71% | 34.8 | 35.29% | -10.16% | +14.71% | +14.71% | 0.00% | 28:39 | 18:28 | 21:29 | 29:01 | 33:05 | 39:34 | 11:36 | 08:35 |
 | Pangolier | 7 | 10.61% | 33.7 | 57.14% | +1.21% | +42.86% | -57.14% | -8.22% | 32:28 | 20:42 | 22:12 | 31:47 | 34:22 | 50:46 | 12:10 | 09:00 |
 | Naga Siren | 3 | 15.00% | 32.6 | 66.67% | +7.85% | +33.33% | 0.00% | 0.00% | 35:11 | 34:57 | 34:57 | 35:16 | 35:19 | 35:19 | 00:22 | 00:16 |
 | Bristleback | 20 | 90.91% | 31.5 | 30.00% | +30.00% | +50.00% | -10.00% | -23.38% | 25:25 | 22:03 | 23:16 | 25:22 | 25:50 | 31:50 | 02:34 | 01:54 |
 | Void Spirit | 3 | 10.00% | 30.4 | 66.67% | +25.93% | -66.67% | 0.00% | 0.00% | 26:20 | 21:40 | 21:40 | 25:55 | 31:26 | 31:26 | 09:46 | 07:14 |
 | Mirana | 3 | 9.68% | 29.3 | 66.67% | +13.10% | +33.33% | 0.00% | 0.00% | 25:01 | 20:58 | 20:58 | 21:24 | 32:42 | 32:42 | 11:44 | 08:41 |
 | Underlord | 4 | 100.00% | 28.3 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 28:21 | 24:42 | 24:42 | 26:27 | 29:02 | 33:14 | 04:20 | 03:12 |
 | Wraith King | 4 | 100.00% | 27.2 | 25.00% | +25.00% | -25.00% | -25.00% | 0.00% | 26:19 | 24:22 | 24:22 | 26:14 | 27:16 | 27:22 | 02:54 | 02:08 |
 | Tiny | 21 | 24.42% | 26.1 | 33.33% | -8.21% | -13.33% | +6.67% | 1.91% | 32:09 | 22:10 | 24:23 | 28:38 | 34:50 | 1:02:46 | 10:27 | 07:44 |
 | Medusa | 6 | 46.15% | 25.0 | 33.33% | -52.38% | -33.33% | -33.33% | 0.00% | 35:00 | 26:27 | 35:16 | 35:20 | 37:49 | 38:56 | 02:33 | 01:53 |
 | Tidehunter | 1 | 4.35% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 00:00 |
 | Earthshaker | 3 | 3.95% | 22.8 | 66.67% | +17.35% | +33.33% | 0.00% | 0.00% | 48:15 | 39:17 | 39:17 | 45:04 | 60:24 | 60:24 | 21:07 | 15:38 |
 | Witch Doctor | 1 | 4.00% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 1:02:31 | 00:00 | 00:00 |
 | Phoenix | 1 | 3.85% | 20.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 23:47 | 00:00 | 00:00 |
 | Winter Wyvern | 1 | 3.23% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Gyrocopter | 9 | 56.25% | 18.5 | 22.22% | -63.49% | -22.22% | -22.22% | 0.00% | 21:22 | 15:39 | 16:30 | 22:21 | 24:36 | 28:06 | 08:06 | 06:00 |
 | Magnus | 4 | 57.14% | 17.4 | 25.00% | -8.33% | +75.00% | -25.00% | -9.55% | 26:21 | 20:46 | 20:46 | 20:51 | 31:14 | 32:32 | 10:28 | 07:45 |
 | Clinkz | 6 | 85.71% | 16.3 | 16.67% | -83.33% | -16.67% | -16.67% | 0.00% | 25:47 | 18:17 | 20:48 | 24:01 | 30:50 | 31:24 | 10:02 | 07:25 |
 | Zeus | 2 | 6.67% | 15.2 | 50.00% | -3.57% | +50.00% | 0.00% | 0.00% | 34:06 | 32:23 | 32:23 | 35:48 | 35:48 | 35:48 | 03:25 | 02:31 |
 | Puck | 2 | 5.56% | 14.1 | 0.00% | -47.06% | 0.00% | 0.00% | 0.00% | 50:56 | 46:27 | 46:27 | 55:24 | 55:24 | 55:24 | 08:57 | 06:37 |
 | Keeper of the Light | 1 | 20.00% | 13.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:09 | 46:09 | 46:09 | 46:09 | 46:09 | 46:09 | 00:00 | 00:00 |
 | Centaur Warrunner | 1 | 9.09% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 9.09% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 52:56 | 52:56 | 52:56 | 52:56 | 52:56 | 52:56 | 00:00 | 00:00 |
 | Snapfire | 2 | 3.23% | 9.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 42:53 | 37:35 | 37:35 | 48:10 | 48:10 | 48:10 | 10:35 | 07:50 |
 | Io | 1 | 7.14% | 8.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 23:31 | 00:00 | 00:00 |
 | Omniknight | 1 | 2.38% | 7.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 1:08:26 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 16.67% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:30 | 26:30 | 26:30 | 26:30 | 26:30 | 26:30 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 33.33% | 5.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:42 | 22:42 | 22:42 | 22:42 | 22:42 | 22:42 | 00:00 | 00:00 |
 | Venomancer | 2 | 9.09% | 4.3 | 0.00% | -65.00% | 0.00% | 0.00% | 0.00% | 29:22 | 27:36 | 27:36 | 31:08 | 31:08 | 31:08 | 03:32 | 02:37 |
 | Windranger | 4 | 57.14% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:28 | 19:11 | 19:11 | 21:45 | 22:51 | 26:06 | 03:40 | 02:42 |
 | Pugna | 1 | 33.33% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 25:30 | 00:00 | 00:00 |
 | Broodmother | 3 | 25.00% | 1.1 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 37:42 | 23:31 | 23:31 | 35:46 | 53:48 | 53:48 | 30:17 | 22:25 |