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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 | 2363 | 39.52% | 61.7 | 51.46% | +18.55% | +5.90% | -1.54% | -0.97% | 23:41 | 12:13 | 18:54 | 22:17 | 26:35 | 1:13:22 | 05:41 |
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 | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 25:03 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 100.00% | 98.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Legion Commander | 5 | 62.50% | 97.8 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 27:16 | 22:10 | 22:10 | 25:37 | 27:51 | 35:10 | 05:41 | 04:12 |
 | Lifestealer | 10 | 27.03% | 96.7 | 90.00% | +38.15% | +10.00% | +10.00% | 0.00% | 32:40 | 27:23 | 29:18 | 30:57 | 34:22 | 41:18 | 05:04 | 03:45 |
 | Storm Spirit | 21 | 61.76% | 95.6 | 76.19% | +6.96% | +23.81% | -16.19% | -7.84% | 24:05 | 15:19 | 21:07 | 24:27 | 26:13 | 39:32 | 05:06 | 03:46 |
 | Beastmaster | 73 | 65.77% | 94.5 | 69.86% | +30.39% | -3.19% | -8.75% | -1.01% | 27:33 | 20:06 | 24:21 | 26:58 | 29:50 | 38:51 | 05:29 | 04:03 |
 | Bristleback | 53 | 86.89% | 93.4 | 66.04% | +41.04% | +10.88% | -4.50% | -4.33% | 23:41 | 16:20 | 21:26 | 22:17 | 24:59 | 41:03 | 03:33 | 02:37 |
 | Luna | 31 | 91.18% | 92.3 | 64.52% | -35.48% | -2.02% | +10.48% | 6.70% | 18:33 | 14:54 | 17:36 | 18:18 | 19:28 | 22:30 | 01:52 | 01:22 |
 | Enigma | 73 | 76.04% | 91.2 | 64.38% | +16.55% | -19.94% | +18.95% | 6.67% | 28:17 | 16:23 | 25:11 | 27:39 | 31:01 | 46:26 | 05:50 | 04:19 |
 | Sven | 14 | 77.78% | 90.1 | 64.29% | +14.29% | -14.29% | +2.38% | 7.41% | 23:00 | 16:15 | 19:09 | 19:26 | 21:24 | 40:12 | 02:15 | 01:40 |
 | Visage | 13 | 16.46% | 89.0 | 76.92% | +17.83% | -43.59% | -10.25% | 3.11% | 30:12 | 20:57 | 22:53 | 30:27 | 33:36 | 43:10 | 10:43 | 07:56 |
 | Slark | 3 | 75.00% | 87.9 | 66.67% | +66.67% | +33.33% | 0.00% | -1.48% | 34:10 | 22:06 | 22:06 | 35:45 | 44:40 | 44:40 | 22:34 | 16:42 |
 | Templar Assassin | 69 | 86.25% | 86.8 | 56.52% | +20.16% | +8.19% | -9.46% | -4.81% | 22:31 | 17:00 | 20:31 | 22:14 | 24:11 | 33:28 | 03:40 | 02:42 |
 | Bloodseeker | 63 | 98.44% | 85.7 | 55.56% | -44.44% | +31.94% | -18.06% | -22.90% | 19:41 | 15:59 | 18:21 | 19:18 | 20:32 | 27:53 | 02:11 | 01:37 |
 | Mars | 82 | 95.35% | 84.6 | 54.88% | +29.88% | +26.07% | -19.88% | -10.73% | 23:31 | 15:50 | 21:23 | 23:50 | 25:40 | 31:19 | 04:17 | 03:10 |
 | Faceless Void | 47 | 83.93% | 83.5 | 55.32% | +21.99% | +19.68% | -30.32% | -13.16% | 24:19 | 16:55 | 21:51 | 24:09 | 25:39 | 35:57 | 03:48 | 02:48 |
 | Dragon Knight | 46 | 76.67% | 82.4 | 54.35% | +11.49% | +12.32% | +0.20% | -3.03% | 23:52 | 16:11 | 21:43 | 23:42 | 25:43 | 36:26 | 04:00 | 02:57 |
 | Chaos Knight | 68 | 88.31% | 81.3 | 52.94% | +30.72% | +17.65% | -29.41% | -15.86% | 21:46 | 17:12 | 19:26 | 21:02 | 22:24 | 36:09 | 02:58 | 02:11 |
 | Drow Ranger | 1 | 33.33% | 80.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 24:26 | 00:00 | 00:00 |
 | Terrorblade | 57 | 77.03% | 79.1 | 52.63% | -0.31% | +11.66% | -24.06% | -9.61% | 27:16 | 17:02 | 24:44 | 26:47 | 28:27 | 50:34 | 03:43 | 02:45 |
 | Snapfire | 25 | 16.67% | 78.0 | 64.00% | +12.00% | +19.33% | +19.33% | 0.00% | 25:43 | 15:32 | 18:41 | 23:43 | 30:35 | 47:58 | 11:54 | 08:48 |
 | Shadow Fiend | 4 | 100.00% | 76.9 | 50.00% | +50.00% | +50.00% | -50.00% | -67.42% | 16:11 | 14:56 | 14:56 | 15:37 | 16:25 | 17:44 | 01:29 | 01:05 |
 | Razor | 142 | 97.26% | 75.8 | 50.00% | +50.00% | +25.00% | -30.00% | -21.43% | 17:33 | 13:35 | 16:04 | 17:17 | 18:38 | 25:17 | 02:34 | 01:54 |
 | Death Prophet | 75 | 85.23% | 74.7 | 50.67% | -10.87% | +17.75% | -3.30% | -4.54% | 20:13 | 13:27 | 17:02 | 18:33 | 21:40 | 42:16 | 04:38 | 03:25 |
 | Sand King | 6 | 40.00% | 73.6 | 66.67% | +44.45% | +33.33% | +33.33% | 0.00% | 21:28 | 17:52 | 19:05 | 19:35 | 24:11 | 26:18 | 05:06 | 03:46 |
 | Viper | 55 | 61.11% | 72.5 | 52.73% | +7.02% | +25.84% | +4.41% | -3.73% | 22:16 | 16:30 | 18:27 | 20:22 | 24:12 | 1:02:22 | 05:45 | 04:15 |
 | Kunkka | 59 | 95.16% | 71.4 | 49.15% | +15.82% | +17.52% | -15.82% | -11.43% | 16:48 | 12:18 | 14:43 | 16:04 | 17:38 | 29:07 | 02:55 | 02:09 |
 | Ember Spirit | 71 | 72.45% | 70.3 | 50.70% | +2.55% | +4.86% | -6.26% | -2.25% | 21:29 | 15:18 | 18:29 | 20:43 | 23:25 | 37:08 | 04:56 | 03:39 |
 | Ursa | 34 | 85.00% | 69.2 | 50.00% | -16.67% | +16.67% | -12.50% | -8.50% | 22:53 | 18:12 | 20:53 | 23:09 | 24:19 | 27:51 | 03:26 | 02:32 |
 | Lycan | 19 | 39.58% | 68.1 | 57.89% | -7.63% | +2.11% | -17.89% | -2.69% | 30:01 | 22:54 | 26:11 | 31:27 | 33:37 | 36:58 | 07:26 | 05:30 |
 | Nature's Prophet | 64 | 84.21% | 67.0 | 48.44% | -1.56% | +1.56% | -10.94% | -4.05% | 20:59 | 15:35 | 18:49 | 20:10 | 21:54 | 30:59 | 03:05 | 02:17 |
 | Gyrocopter | 7 | 58.33% | 65.9 | 57.14% | +17.14% | +42.86% | -57.14% | -12.17% | 20:11 | 15:04 | 16:13 | 18:39 | 24:26 | 25:49 | 08:13 | 06:05 |
 | Morphling | 21 | 60.00% | 64.8 | 52.38% | +2.38% | +27.62% | -12.38% | -4.72% | 26:53 | 19:32 | 22:44 | 25:44 | 31:13 | 38:24 | 08:29 | 06:17 |
 | Alchemist | 51 | 72.86% | 63.7 | 49.02% | +17.44% | +12.52% | -25.94% | -12.96% | 19:24 | 15:06 | 17:38 | 18:43 | 20:36 | 30:57 | 02:58 | 02:11 |
 | Axe | 6 | 85.71% | 62.6 | 50.00% | +50.00% | 0.00% | +50.00% | 7.18% | 26:18 | 22:53 | 23:13 | 23:56 | 30:11 | 31:15 | 06:58 | 05:09 |
 | Batrider | 66 | 91.67% | 61.5 | 46.97% | -36.36% | +23.62% | -9.47% | -10.62% | 20:08 | 15:41 | 17:53 | 19:10 | 21:00 | 38:33 | 03:07 | 02:18 |
 | Lina | 30 | 96.77% | 60.4 | 46.67% | +46.67% | +15.83% | -18.10% | -9.74% | 16:25 | 13:23 | 14:12 | 15:24 | 17:41 | 27:53 | 03:29 | 02:34 |
 | Queen of Pain | 14 | 73.68% | 59.3 | 50.00% | +30.00% | 0.00% | +16.67% | 2.80% | 23:37 | 17:10 | 20:15 | 23:53 | 26:12 | 29:27 | 05:57 | 04:24 |
 | Doom | 76 | 87.36% | 58.2 | 46.05% | +9.69% | +17.11% | +1.32% | -1.58% | 21:24 | 12:13 | 15:48 | 19:29 | 25:47 | 49:53 | 09:59 | 07:23 |
 | Monkey King | 76 | 68.47% | 57.1 | 47.37% | +4.51% | +21.05% | +10.52% | -2.09% | 22:52 | 15:31 | 19:38 | 21:31 | 24:41 | 43:05 | 05:03 | 03:44 |
 | Bane | 3 | 5.45% | 56.0 | 100.00% | +44.23% | 0.00% | 0.00% | 0.00% | 41:52 | 38:22 | 38:22 | 39:56 | 47:17 | 47:17 | 08:55 | 06:36 |
 | Tiny | 89 | 30.58% | 54.9 | 49.44% | -5.02% | +14.20% | -8.53% | -4.79% | 27:44 | 19:56 | 24:14 | 25:42 | 28:59 | 1:07:57 | 04:45 | 03:31 |
 | Anti-Mage | 3 | 42.86% | 53.8 | 66.67% | +16.67% | -66.67% | 0.00% | 0.00% | 24:44 | 24:26 | 24:26 | 24:26 | 25:21 | 25:21 | 00:55 | 00:40 |
 | Underlord | 23 | 67.65% | 52.7 | 47.83% | +2.38% | +18.84% | -31.16% | -13.27% | 24:09 | 16:53 | 20:48 | 22:33 | 24:34 | 52:04 | 03:46 | 02:47 |
 | Puck | 19 | 7.92% | 51.6 | 63.16% | +6.15% | +16.84% | -3.16% | -4.04% | 32:39 | 23:40 | 27:36 | 30:57 | 32:33 | 59:21 | 04:57 | 03:40 |
 | Pudge | 30 | 68.18% | 50.5 | 46.67% | -10.47% | +3.33% | -18.10% | -3.69% | 26:24 | 14:39 | 23:33 | 25:55 | 29:21 | 35:06 | 05:48 | 04:17 |
 | Medusa | 17 | 38.64% | 49.5 | 52.94% | +15.90% | -2.94% | -2.94% | 0.00% | 33:07 | 20:06 | 29:27 | 33:14 | 36:10 | 49:37 | 06:43 | 04:58 |
 | Pangolier | 11 | 12.79% | 48.4 | 63.64% | +19.64% | +3.03% | +36.36% | 5.21% | 27:27 | 20:00 | 23:28 | 28:30 | 29:52 | 35:12 | 06:24 | 04:44 |
 | Night Stalker | 43 | 89.58% | 47.3 | 41.86% | +41.86% | +12.69% | -14.59% | -4.92% | 22:35 | 15:53 | 19:17 | 22:30 | 24:50 | 31:24 | 05:33 | 04:06 |
 | Timbersaw | 34 | 39.08% | 46.2 | 47.06% | +14.98% | -2.62% | -22.06% | -2.14% | 29:06 | 19:45 | 24:36 | 29:29 | 33:40 | 37:27 | 09:04 | 06:42 |
 | Invoker | 21 | 77.78% | 45.1 | 42.86% | -7.14% | -22.86% | +37.14% | 12.50% | 24:00 | 19:35 | 21:26 | 23:47 | 26:14 | 28:36 | 04:48 | 03:33 |
 | Earth Spirit | 14 | 43.75% | 44.0 | 50.00% | -16.67% | 0.00% | -16.67% | -1.15% | 28:45 | 17:37 | 19:34 | 28:02 | 34:03 | 41:29 | 14:29 | 10:43 |
 | Keeper of the Light | 37 | 44.58% | 42.9 | 45.95% | -4.05% | +9.61% | -1.51% | -1.62% | 24:22 | 17:03 | 19:25 | 21:14 | 26:16 | 47:52 | 06:51 | 05:04 |
 | Wraith King | 18 | 66.67% | 41.8 | 44.44% | +22.22% | +35.56% | +5.56% | -5.49% | 25:23 | 20:03 | 22:55 | 25:29 | 28:23 | 31:00 | 05:28 | 04:02 |
 | Centaur Warrunner | 6 | 54.55% | 40.7 | 50.00% | +10.00% | +50.00% | -50.00% | -14.32% | 28:36 | 24:19 | 25:03 | 26:40 | 32:02 | 33:30 | 06:59 | 05:10 |
 | Clockwerk | 5 | 4.07% | 39.6 | 80.00% | +31.69% | -80.00% | +20.00% | 0.00% | 33:10 | 15:20 | 15:20 | 29:00 | 35:44 | 58:01 | 20:24 | 15:06 |
 | Leshrac | 17 | 65.38% | 38.5 | 41.18% | +7.85% | +33.82% | -41.18% | -10.25% | 27:13 | 18:27 | 19:23 | 24:01 | 26:42 | 51:44 | 07:19 | 05:25 |
 | Bounty Hunter | 2 | 66.67% | 37.4 | 50.00% | +50.00% | -50.00% | 0.00% | 7.54% | 22:40 | 19:21 | 19:21 | 25:59 | 25:59 | 25:59 | 06:38 | 04:54 |
 | Necrophos | 7 | 21.88% | 36.3 | 57.14% | -6.86% | -7.14% | -7.14% | 0.00% | 33:19 | 21:33 | 22:43 | 35:57 | 36:20 | 44:43 | 13:37 | 10:05 |
 | Phantom Assassin | 14 | 93.33% | 35.2 | 35.71% | +35.71% | +39.29% | +30.96% | -1.85% | 22:43 | 17:39 | 20:21 | 21:42 | 24:51 | 30:14 | 04:30 | 03:20 |
 | Troll Warlord | 17 | 94.44% | 34.1 | 35.29% | -64.71% | -10.29% | +14.71% | 10.49% | 20:28 | 17:47 | 18:21 | 20:20 | 20:44 | 26:50 | 02:23 | 01:45 |
 | Dawnbreaker | 106 | 57.61% | 33.0 | 36.79% | -20.90% | +11.36% | +1.67% | -1.63% | 21:23 | 14:29 | 17:50 | 19:58 | 23:47 | 35:26 | 05:57 | 04:24 |
 | Marci | 33 | 17.01% | 31.9 | 45.45% | -5.48% | +17.05% | -20.45% | -1.89% | 32:01 | 15:27 | 19:43 | 30:24 | 39:36 | 58:19 | 19:53 | 14:43 |
 | Void Spirit | 16 | 15.69% | 30.8 | 50.00% | +9.30% | +25.00% | -25.00% | -5.78% | 33:38 | 22:13 | 27:17 | 33:07 | 35:56 | 56:52 | 08:39 | 06:24 |
 | Shadow Shaman | 7 | 17.07% | 29.7 | 57.14% | +21.85% | -7.14% | -7.14% | 0.00% | 32:48 | 27:06 | 28:29 | 31:29 | 35:03 | 40:14 | 06:34 | 04:51 |
 | Slardar | 17 | 80.95% | 28.6 | 35.29% | +10.29% | -35.29% | -35.29% | 0.00% | 20:59 | 16:28 | 18:09 | 20:42 | 22:28 | 27:25 | 04:19 | 03:11 |
 | Sniper | 11 | 73.33% | 27.5 | 36.36% | -38.64% | +30.31% | -36.36% | -22.35% | 19:28 | 17:06 | 17:22 | 18:27 | 20:21 | 26:10 | 02:59 | 02:12 |
 | Winter Wyvern | 8 | 5.03% | 26.4 | 62.50% | +10.84% | -12.50% | -12.50% | 0.00% | 35:33 | 27:07 | 27:45 | 33:09 | 39:38 | 44:21 | 11:53 | 08:48 |
 | Tusk | 10 | 15.38% | 25.3 | 50.00% | -0.91% | -16.67% | -50.00% | -1.69% | 29:48 | 18:21 | 19:40 | 25:11 | 39:22 | 44:30 | 19:42 | 14:35 |
 | Lone Druid | 3 | 13.04% | 24.2 | 66.67% | -3.33% | +33.33% | 0.00% | 0.00% | 41:27 | 39:14 | 39:14 | 41:28 | 43:38 | 43:38 | 04:24 | 03:15 |
 | Crystal Maiden | 6 | 17.14% | 23.1 | 50.00% | +29.31% | 0.00% | +50.00% | 5.34% | 35:16 | 26:58 | 28:34 | 34:48 | 37:56 | 45:57 | 09:22 | 06:56 |
 | Weaver | 21 | 39.62% | 22.0 | 33.33% | -4.17% | -13.33% | +6.67% | 3.46% | 24:51 | 18:04 | 21:03 | 23:40 | 26:50 | 38:42 | 05:47 | 04:17 |
 | Dark Seer | 5 | 35.71% | 20.9 | 40.00% | +6.67% | +60.00% | +60.00% | 0.00% | 32:39 | 29:44 | 29:44 | 33:45 | 34:17 | 34:50 | 04:33 | 03:22 |
 | Zeus | 5 | 4.20% | 19.8 | 60.00% | +15.26% | +40.00% | -60.00% | 0.00% | 31:39 | 25:39 | 25:39 | 31:44 | 33:46 | 36:18 | 08:07 | 06:00 |
 | Huskar | 5 | 100.00% | 18.7 | 20.00% | +20.00% | +80.00% | -20.00% | -13.73% | 19:25 | 14:31 | 14:31 | 18:05 | 21:48 | 27:02 | 07:17 | 05:23 |
 | Earthshaker | 4 | 11.43% | 17.6 | 50.00% | +4.84% | +50.00% | -50.00% | 0.00% | 38:06 | 25:18 | 25:18 | 39:19 | 41:36 | 46:09 | 16:18 | 12:04 |
 | Clinkz | 4 | 66.67% | 16.5 | 25.00% | -75.00% | -25.00% | +75.00% | 0.00% | 29:08 | 24:10 | 24:10 | 24:28 | 33:54 | 34:01 | 09:44 | 07:12 |
 | Phoenix | 1 | 1.96% | 15.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 29:13 | 00:00 | 00:00 |
 | Juggernaut | 4 | 4.26% | 14.3 | 50.00% | 0.00% | -50.00% | +50.00% | 0.00% | 34:40 | 27:02 | 27:02 | 31:49 | 38:43 | 41:07 | 11:41 | 08:39 |
 | Windranger | 7 | 20.59% | 13.2 | 28.57% | -15.87% | -28.57% | +21.43% | 8.45% | 29:38 | 18:07 | 18:11 | 21:45 | 24:06 | 1:13:22 | 05:55 | 04:22 |
 | Enchantress | 8 | 7.62% | 12.1 | 25.00% | -23.45% | -25.00% | +75.00% | 4.37% | 35:39 | 15:59 | 19:56 | 40:11 | 42:49 | 43:59 | 22:53 | 16:57 |
 | Venomancer | 4 | 14.29% | 11.0 | 25.00% | -25.00% | -25.00% | +75.00% | 0.00% | 25:13 | 19:55 | 19:55 | 23:40 | 26:15 | 31:03 | 06:20 | 04:41 |
 | Spectre | 5 | 20.00% | 9.9 | 20.00% | -30.00% | -20.00% | +80.00% | 0.00% | 32:15 | 29:07 | 29:07 | 32:59 | 33:50 | 33:53 | 04:43 | 03:29 |
 | Broodmother | 1 | 33.33% | 8.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 33:52 | 00:00 | 00:00 |
 | Riki | 1 | 100.00% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 42:57 | 00:00 | 00:00 |
 | Hoodwink | 1 | 1.92% | 6.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 100.00% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:36 | 16:35 | 16:35 | 18:37 | 18:37 | 18:37 | 02:02 | 01:30 |
 | Rubick | 1 | 1.35% | 4.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 37:23 | 00:00 | 00:00 |
 | Magnus | 2 | 25.00% | 3.3 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 21:15 | 20:33 | 20:33 | 21:56 | 21:56 | 21:56 | 01:23 | 01:01 |
 | Tidehunter | 1 | 6.67% | 2.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 39:03 | 00:00 | 00:00 |
 | Naga Siren | 2 | 22.22% | 1.1 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 46:05 | 39:13 | 39:13 | 52:57 | 52:57 | 52:57 | 13:44 | 10:10 |