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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 | 1199 | 29.17% | 76.1 | 53.21% | +15.29% | +3.12% | +3.46% | 0.05% | 25:33 | 12:37 | 21:17 | 24:30 | 28:29 | 53:24 | 05:20 |
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 | |
 | Clinkz | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 25:32 | 00:00 | 00:00 |
 | Enigma | 10 | 90.91% | 98.9 | 80.00% | +80.00% | -46.67% | +20.00% | 19.90% | 25:39 | 22:30 | 24:20 | 24:54 | 27:41 | 28:29 | 03:21 | 02:28 |
 | Anti-Mage | 6 | 42.86% | 97.7 | 83.33% | +45.83% | -33.33% | +16.67% | 4.62% | 31:45 | 23:41 | 26:18 | 30:09 | 37:07 | 42:50 | 10:49 | 08:00 |
 | Razor | 24 | 100.00% | 96.6 | 66.67% | +66.67% | 0.00% | 0.00% | 0.00% | 21:55 | 14:54 | 18:16 | 21:16 | 24:42 | 33:04 | 06:26 | 04:45 |
 | Huskar | 3 | 100.00% | 95.4 | 66.67% | +66.67% | +33.33% | 0.00% | -8.30% | 17:52 | 16:09 | 16:09 | 17:16 | 20:10 | 20:10 | 04:01 | 02:58 |
 | Legion Commander | 11 | 27.50% | 94.3 | 81.82% | +36.99% | -15.15% | -15.15% | 0.00% | 32:11 | 19:58 | 28:36 | 30:19 | 33:33 | 46:19 | 04:57 | 03:40 |
 | Venomancer | 3 | 21.43% | 93.1 | 100.00% | +54.55% | 0.00% | 0.00% | 0.00% | 30:37 | 24:10 | 24:10 | 30:02 | 37:39 | 37:39 | 13:29 | 09:59 |
 | Puck | 13 | 12.50% | 92.0 | 84.62% | +38.47% | -17.95% | -17.95% | 0.00% | 26:04 | 20:52 | 22:23 | 24:19 | 28:50 | 36:24 | 06:27 | 04:46 |
 | Slardar | 21 | 65.63% | 90.8 | 66.67% | +12.12% | -26.67% | -6.67% | 4.43% | 26:47 | 17:15 | 23:52 | 25:57 | 28:23 | 52:54 | 04:31 | 03:20 |
 | Phoenix | 5 | 7.46% | 89.7 | 100.00% | +66.13% | 0.00% | 0.00% | 0.00% | 29:02 | 26:17 | 26:17 | 28:21 | 29:53 | 34:01 | 03:36 | 02:40 |
 | Drow Ranger | 10 | 55.56% | 88.5 | 70.00% | +57.50% | +30.00% | -70.00% | -8.65% | 27:24 | 20:15 | 21:33 | 26:27 | 33:07 | 34:18 | 11:34 | 08:34 |
 | Wraith King | 45 | 58.44% | 87.4 | 64.44% | +17.56% | +17.38% | -0.80% | -4.09% | 26:39 | 20:46 | 23:38 | 24:58 | 28:05 | 51:04 | 04:27 | 03:17 |
 | Beastmaster | 32 | 62.75% | 86.2 | 62.50% | +15.13% | 0.00% | 0.00% | 0.00% | 24:35 | 18:56 | 21:32 | 23:35 | 26:36 | 37:29 | 05:04 | 03:45 |
 | Doom | 42 | 85.71% | 85.1 | 59.52% | +16.66% | +4.12% | +10.48% | 1.33% | 19:12 | 12:37 | 15:52 | 18:28 | 20:40 | 40:22 | 04:48 | 03:33 |
 | Tiny | 57 | 41.61% | 83.9 | 63.16% | +26.91% | +8.27% | -6.02% | -2.80% | 27:38 | 21:27 | 24:33 | 27:27 | 29:39 | 39:31 | 05:06 | 03:46 |
 | Ember Spirit | 22 | 55.00% | 82.8 | 63.64% | +19.20% | -13.64% | +36.36% | 9.20% | 26:20 | 18:51 | 23:10 | 26:30 | 28:36 | 35:54 | 05:26 | 04:01 |
 | Windranger | 11 | 64.71% | 81.6 | 63.64% | -3.03% | +36.36% | -30.31% | -39.22% | 20:00 | 17:40 | 18:29 | 19:21 | 20:11 | 25:50 | 01:42 | 01:15 |
 | Axe | 24 | 54.55% | 80.5 | 62.50% | +32.50% | +4.17% | +4.17% | 0.00% | 27:50 | 20:00 | 24:16 | 26:22 | 30:26 | 41:14 | 06:10 | 04:34 |
 | Troll Warlord | 35 | 79.55% | 79.3 | 57.14% | +12.70% | -1.58% | -12.70% | -3.02% | 22:40 | 17:26 | 20:17 | 22:39 | 23:58 | 36:44 | 03:41 | 02:43 |
 | Batrider | 20 | 90.91% | 78.2 | 55.00% | +5.00% | +5.00% | +5.00% | 0.00% | 21:45 | 16:01 | 17:38 | 19:32 | 21:38 | 38:11 | 04:00 | 02:57 |
 | Lina | 16 | 32.00% | 77.0 | 62.50% | +12.50% | +12.50% | -12.50% | -7.08% | 21:23 | 16:39 | 18:51 | 20:16 | 22:23 | 31:34 | 03:32 | 02:37 |
 | Shadow Fiend | 2 | 100.00% | 75.9 | 50.00% | +50.00% | -50.00% | 0.00% | 16.85% | 19:51 | 18:22 | 18:22 | 21:20 | 21:20 | 21:20 | 02:58 | 02:11 |
 | Kunkka | 7 | 70.00% | 74.7 | 57.14% | +57.14% | -57.14% | +42.86% | 37.27% | 22:49 | 16:24 | 21:18 | 23:55 | 23:59 | 27:07 | 02:41 | 01:59 |
 | Nature's Prophet | 23 | 79.31% | 73.6 | 52.17% | +18.84% | +14.50% | -2.17% | -3.62% | 21:37 | 16:38 | 19:20 | 21:36 | 23:56 | 26:45 | 04:36 | 03:24 |
 | Faceless Void | 36 | 61.02% | 72.4 | 52.78% | -16.79% | -19.45% | +13.89% | 9.35% | 26:07 | 20:27 | 23:25 | 25:12 | 26:59 | 39:58 | 03:34 | 02:38 |
 | Bristleback | 15 | 36.59% | 71.3 | 60.00% | +6.15% | -10.00% | -10.00% | 0.00% | 27:44 | 15:10 | 22:19 | 27:37 | 30:32 | 36:39 | 08:13 | 06:05 |
 | Leshrac | 36 | 48.65% | 70.1 | 52.78% | -5.11% | -8.34% | +13.89% | 3.25% | 25:21 | 16:55 | 21:14 | 24:43 | 28:04 | 38:38 | 06:50 | 05:03 |
 | Morphling | 29 | 60.42% | 69.0 | 51.72% | -6.17% | -8.86% | +19.71% | 4.31% | 30:07 | 20:43 | 25:38 | 28:57 | 32:16 | 47:43 | 06:38 | 04:54 |
 | Slark | 9 | 60.00% | 67.8 | 55.56% | +5.56% | -55.56% | +44.44% | 11.61% | 28:58 | 19:55 | 22:06 | 27:29 | 30:43 | 41:58 | 08:37 | 06:22 |
 | Dark Seer | 5 | 13.51% | 66.7 | 80.00% | +36.25% | +20.00% | +20.00% | 0.00% | 41:58 | 30:50 | 30:50 | 38:18 | 49:32 | 53:04 | 18:42 | 13:51 |
 | Phantom Assassin | 29 | 80.56% | 65.5 | 48.28% | +5.42% | +37.43% | -33.99% | -14.38% | 22:04 | 17:38 | 19:08 | 21:43 | 24:06 | 28:54 | 04:58 | 03:40 |
 | Templar Assassin | 28 | 82.35% | 64.4 | 46.43% | -36.90% | +25.00% | -17.86% | -13.61% | 22:23 | 14:11 | 20:39 | 22:12 | 23:48 | 26:57 | 03:09 | 02:20 |
 | Void Spirit | 13 | 20.97% | 63.2 | 61.54% | +24.81% | -28.21% | -28.21% | 0.00% | 33:08 | 25:14 | 29:15 | 32:28 | 33:25 | 49:33 | 04:10 | 03:05 |
 | Death Prophet | 33 | 57.89% | 62.1 | 48.48% | +15.15% | +26.52% | +14.02% | -2.60% | 24:50 | 18:56 | 20:41 | 24:05 | 25:30 | 45:31 | 04:49 | 03:34 |
 | Queen of Pain | 10 | 66.67% | 60.9 | 50.00% | -10.00% | -50.00% | +50.00% | 73.17% | 22:55 | 20:56 | 21:59 | 22:45 | 23:21 | 25:58 | 01:22 | 01:00 |
 | Naga Siren | 1 | 25.00% | 59.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 33:50 | 00:00 | 00:00 |
 | Pudge | 1 | 25.00% | 58.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 25:11 | 00:00 | 00:00 |
 | Elder Titan | 3 | 4.62% | 57.5 | 100.00% | +43.55% | 0.00% | 0.00% | 0.00% | 40:26 | 33:16 | 33:16 | 38:14 | 49:49 | 49:49 | 16:33 | 12:15 |
 | Ursa | 30 | 66.67% | 56.3 | 46.67% | +6.67% | +28.33% | -46.67% | -23.56% | 23:37 | 18:06 | 21:28 | 22:39 | 24:39 | 33:08 | 03:11 | 02:21 |
 | Storm Spirit | 50 | 83.33% | 55.2 | 44.00% | +14.00% | -5.54% | +6.00% | 1.80% | 25:23 | 17:22 | 21:38 | 24:49 | 28:02 | 38:14 | 06:24 | 04:44 |
 | Centaur Warrunner | 14 | 9.93% | 54.0 | 64.29% | +17.05% | -14.29% | +2.38% | 1.58% | 32:49 | 24:59 | 28:11 | 29:03 | 38:45 | 40:36 | 10:34 | 07:49 |
 | Gyrocopter | 30 | 61.22% | 52.9 | 46.67% | +15.09% | +15.83% | -18.10% | -7.46% | 23:03 | 16:37 | 19:57 | 21:48 | 24:30 | 35:21 | 04:33 | 03:22 |
 | Dragon Knight | 40 | 90.91% | 51.7 | 42.50% | +17.50% | +17.50% | -12.50% | -7.76% | 23:40 | 18:13 | 21:17 | 22:46 | 25:09 | 34:51 | 03:52 | 02:51 |
 | Riki | 3 | 37.50% | 50.6 | 66.67% | +26.67% | +33.33% | 0.00% | 0.00% | 29:02 | 26:14 | 26:14 | 29:46 | 31:06 | 31:06 | 04:52 | 03:36 |
 | Mars | 58 | 56.31% | 49.4 | 44.83% | -17.39% | +15.17% | -1.97% | -2.94% | 24:58 | 14:44 | 22:00 | 24:36 | 27:50 | 38:46 | 05:50 | 04:19 |
 | Luna | 40 | 81.63% | 48.3 | 42.50% | -13.06% | +7.50% | -22.50% | -8.07% | 22:09 | 15:34 | 19:42 | 20:56 | 23:25 | 30:32 | 03:43 | 02:45 |
 | Sven | 26 | 83.87% | 47.1 | 42.31% | -37.69% | -13.74% | +7.69% | 4.61% | 20:45 | 17:13 | 18:21 | 19:56 | 23:00 | 27:54 | 04:39 | 03:26 |
 | Invoker | 25 | 69.44% | 46.0 | 44.00% | -19.64% | -27.33% | +22.67% | 7.67% | 27:38 | 17:09 | 24:31 | 27:25 | 31:02 | 34:25 | 06:31 | 04:49 |
 | Weaver | 4 | 66.67% | 44.8 | 50.00% | +50.00% | +50.00% | -50.00% | -15.87% | 26:12 | 19:05 | 19:05 | 19:25 | 25:23 | 40:55 | 06:18 | 04:40 |
 | Alchemist | 4 | 57.14% | 43.7 | 50.00% | -16.67% | +50.00% | -50.00% | -16.00% | 21:21 | 16:24 | 16:24 | 18:50 | 22:39 | 27:31 | 06:15 | 04:37 |
 | Terrorblade | 12 | 66.67% | 42.5 | 41.67% | -8.33% | -8.34% | +58.33% | 8.03% | 28:44 | 19:16 | 22:16 | 28:29 | 30:34 | 38:14 | 08:18 | 06:08 |
 | Monkey King | 10 | 76.92% | 41.4 | 40.00% | +6.67% | +26.67% | +10.00% | -3.52% | 22:27 | 17:36 | 19:34 | 22:54 | 24:18 | 27:36 | 04:44 | 03:30 |
 | Earth Spirit | 20 | 37.04% | 40.2 | 45.00% | +0.88% | -5.00% | -5.00% | 0.00% | 29:32 | 16:37 | 26:49 | 28:30 | 31:10 | 42:32 | 04:21 | 03:13 |
 | Magnus | 10 | 29.41% | 39.1 | 50.00% | -16.67% | -50.00% | 0.00% | 10.60% | 21:58 | 16:55 | 19:50 | 20:19 | 24:33 | 29:20 | 04:43 | 03:29 |
 | Io | 10 | 28.57% | 37.9 | 50.00% | -2.00% | +16.67% | 0.00% | -8.00% | 24:54 | 21:58 | 23:32 | 24:51 | 25:37 | 27:59 | 02:05 | 01:32 |
 | Clockwerk | 2 | 4.55% | 36.8 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 38:04 | 31:12 | 31:12 | 44:56 | 44:56 | 44:56 | 13:44 | 10:10 |
 | Mirana | 4 | 6.56% | 35.6 | 75.00% | +25.88% | +25.00% | +25.00% | 0.00% | 27:32 | 20:31 | 20:31 | 24:41 | 28:15 | 36:39 | 07:44 | 05:43 |
 | Omniknight | 1 | 14.29% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 25:45 | 00:00 | 00:00 |
 | Viper | 13 | 41.94% | 33.3 | 38.46% | -17.10% | -5.13% | -5.13% | 0.00% | 24:26 | 15:52 | 20:27 | 25:03 | 26:42 | 35:43 | 06:15 | 04:37 |
 | Arc Warden | 5 | 55.56% | 32.2 | 40.00% | +15.00% | -40.00% | +60.00% | 15.23% | 28:09 | 23:53 | 23:53 | 29:20 | 30:27 | 31:04 | 06:34 | 04:51 |
 | Chaos Knight | 5 | 55.56% | 31.0 | 40.00% | -10.00% | +60.00% | -40.00% | -21.82% | 23:05 | 19:52 | 19:52 | 24:16 | 24:27 | 26:05 | 04:35 | 03:23 |
 | Bloodseeker | 15 | 60.00% | 29.9 | 33.33% | -6.67% | +16.67% | -33.33% | -7.32% | 22:14 | 16:17 | 18:12 | 20:26 | 25:02 | 31:35 | 06:50 | 05:03 |
 | Sand King | 10 | 27.03% | 28.7 | 40.00% | -4.44% | -6.67% | +10.00% | 2.68% | 28:38 | 23:16 | 24:48 | 27:35 | 31:01 | 35:15 | 06:13 | 04:36 |
 | Snapfire | 2 | 1.37% | 27.6 | 100.00% | +49.31% | 0.00% | 0.00% | 0.00% | 33:39 | 31:25 | 31:25 | 35:53 | 35:53 | 35:53 | 04:28 | 03:18 |
 | Necrophos | 1 | 4.76% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 33:08 | 00:00 | 00:00 |
 | Timbersaw | 11 | 18.33% | 25.3 | 36.36% | -18.74% | -3.03% | +30.31% | 2.40% | 29:56 | 19:47 | 22:18 | 28:19 | 36:11 | 43:45 | 13:53 | 10:17 |
 | Spectre | 4 | 11.11% | 24.1 | 50.00% | +6.25% | +50.00% | -50.00% | 0.00% | 45:11 | 34:12 | 34:12 | 45:53 | 49:28 | 51:11 | 15:16 | 11:18 |
 | Night Stalker | 4 | 66.67% | 23.0 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 23:48 | 17:26 | 17:26 | 22:31 | 26:01 | 29:14 | 08:35 | 06:21 |
 | Pugna | 2 | 18.18% | 21.8 | 50.00% | +27.78% | +50.00% | 0.00% | 0.00% | 40:53 | 40:08 | 40:08 | 41:37 | 41:37 | 41:37 | 01:29 | 01:05 |
 | Tusk | 4 | 5.88% | 20.7 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 44:25 | 32:30 | 32:30 | 39:33 | 52:33 | 53:04 | 20:03 | 14:51 |
 | Ancient Apparition | 1 | 1.41% | 19.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 40:12 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.23% | 18.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 30:31 | 00:00 | 00:00 |
 | Shadow Shaman | 2 | 11.11% | 17.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 35:56 | 30:09 | 30:09 | 41:43 | 41:43 | 41:43 | 11:34 | 08:34 |
 | Medusa | 8 | 14.81% | 16.1 | 25.00% | -29.35% | -25.00% | -25.00% | 0.00% | 33:41 | 21:24 | 30:43 | 33:39 | 35:46 | 43:09 | 05:03 | 03:44 |
 | Abaddon | 2 | 3.03% | 14.9 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 34:28 | 33:35 | 33:35 | 35:20 | 35:20 | 35:20 | 01:45 | 01:17 |
 | Underlord | 4 | 16.67% | 13.8 | 25.00% | -30.00% | +75.00% | -25.00% | 0.00% | 30:01 | 20:52 | 20:52 | 27:22 | 27:38 | 44:11 | 06:46 | 05:00 |
 | Juggernaut | 3 | 4.69% | 12.6 | 33.33% | -22.41% | -33.33% | 0.00% | 0.00% | 38:22 | 27:27 | 27:27 | 35:08 | 52:31 | 52:31 | 25:04 | 18:34 |
 | Broodmother | 5 | 17.86% | 11.5 | 20.00% | -27.83% | -20.00% | +80.00% | 0.00% | 28:52 | 19:51 | 19:51 | 22:44 | 26:38 | 53:24 | 06:47 | 05:01 |
 | Lycan | 3 | 42.86% | 10.3 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 22:31 | 18:17 | 18:17 | 20:27 | 28:49 | 28:49 | 10:32 | 07:48 |
 | Outworld Destroyer | 3 | 75.00% | 9.2 | 0.00% | -100.00% | 0.00% | 0.00% | 0.00% | 30:46 | 26:23 | 26:23 | 30:12 | 35:42 | 35:42 | 09:19 | 06:54 |
 | Visage | 1 | 16.67% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 28:36 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 12.50% | 6.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 40:36 | 00:00 | 00:00 |
 | Phantom Lancer | 1 | 4.17% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 33:41 | 00:00 | 00:00 |
 | Rubick | 1 | 3.23% | 4.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 30:55 | 00:00 | 00:00 |
 | Dazzle | 1 | 9.09% | 3.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Hoodwink | 1 | 4.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 46:44 | 00:00 | 00:00 |
 | Tinker | 1 | 33.33% | 1.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |