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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 | |
 | Vanguard | 605 | 6.57% | 99.2 | 70.08% | +22.37% | -7.83% | -8.49% | -0.06% | 31:31 | 05:26 | 26:56 | 31:58 | 37:21 | 1:27:01 | 07:42 |
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 | |
 | Monkey King | 51 | 26.29% | 100.0 | 86.27% | +41.51% | -1.65% | -17.04% | -1.80% | 35:49 | 24:04 | 31:03 | 35:19 | 39:36 | 1:04:00 | 08:33 | 06:20 |
 | Phantom Assassin | 40 | 43.01% | 98.1 | 82.50% | +54.20% | +17.50% | -22.50% | -6.63% | 31:39 | 23:36 | 28:16 | 30:22 | 34:18 | 40:40 | 06:02 | 04:28 |
 | Troll Warlord | 69 | 43.40% | 96.2 | 75.36% | +33.14% | +12.88% | -10.65% | -3.52% | 32:15 | 23:07 | 28:01 | 31:25 | 34:42 | 50:53 | 06:41 | 04:57 |
 | Wraith King | 63 | 27.39% | 94.3 | 74.60% | +24.90% | +12.90% | -5.85% | -2.75% | 36:41 | 28:32 | 32:55 | 36:18 | 39:44 | 56:10 | 06:49 | 05:02 |
 | Spectre | 4 | 66.67% | 92.5 | 75.00% | +25.00% | +25.00% | -75.00% | 0.00% | 30:13 | 26:10 | 26:10 | 29:37 | 31:34 | 33:30 | 05:24 | 04:00 |
 | Shadow Fiend | 4 | 13.79% | 90.6 | 100.00% | +68.00% | 0.00% | 0.00% | 0.00% | 37:45 | 24:20 | 24:20 | 32:06 | 36:32 | 58:01 | 12:12 | 09:02 |
 | Ursa | 55 | 45.83% | 88.7 | 67.27% | +47.27% | +25.59% | -45.84% | -19.84% | 30:49 | 24:59 | 28:01 | 30:07 | 31:37 | 41:56 | 03:36 | 02:40 |
 | Juggernaut | 18 | 14.88% | 86.8 | 77.78% | +37.97% | +22.22% | -27.78% | -6.96% | 38:15 | 27:44 | 34:32 | 36:41 | 41:43 | 48:36 | 07:11 | 05:19 |
 | Alchemist | 29 | 32.58% | 84.9 | 68.97% | +35.64% | +16.74% | +16.74% | 0.00% | 27:41 | 20:15 | 25:11 | 26:48 | 29:29 | 39:50 | 04:18 | 03:11 |
 | Bristleback | 33 | 63.46% | 83.0 | 63.64% | +37.32% | -1.14% | -1.14% | 0.00% | 13:03 | 06:11 | 07:37 | 09:30 | 11:55 | 48:01 | 04:18 | 03:11 |
 | Bloodseeker | 17 | 16.50% | 81.1 | 70.59% | +29.89% | +4.41% | +4.41% | 0.00% | 33:13 | 22:54 | 28:00 | 33:04 | 37:04 | 42:10 | 09:04 | 06:42 |
 | Magnus | 2 | 18.18% | 79.2 | 100.00% | +44.44% | 0.00% | 0.00% | 0.00% | 39:04 | 38:06 | 38:06 | 40:02 | 40:02 | 40:02 | 01:56 | 01:25 |
 | Lycan | 14 | 15.56% | 77.4 | 71.43% | +20.11% | +28.57% | -4.76% | -5.35% | 37:38 | 30:23 | 35:31 | 35:50 | 41:45 | 51:19 | 06:14 | 04:37 |
 | Phantom Lancer | 22 | 35.48% | 75.5 | 59.09% | +4.09% | +7.58% | -19.09% | -3.97% | 36:51 | 27:25 | 31:22 | 35:18 | 38:05 | 55:29 | 06:43 | 04:58 |
 | Void Spirit | 5 | 1.61% | 73.6 | 100.00% | +49.18% | 0.00% | 0.00% | 0.00% | 36:21 | 15:44 | 15:44 | 35:04 | 42:50 | 59:26 | 27:06 | 20:04 |
 | Lifestealer | 4 | 21.05% | 71.7 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 34:54 | 19:38 | 19:38 | 33:34 | 42:33 | 43:52 | 22:55 | 16:58 |
 | Axe | 11 | 45.83% | 69.8 | 54.55% | +8.40% | +45.45% | -21.22% | -20.10% | 08:50 | 05:47 | 06:17 | 08:53 | 09:36 | 15:12 | 03:19 | 02:27 |
 | Anti-Mage | 25 | 62.50% | 67.9 | 48.00% | +41.33% | -14.67% | -14.67% | 0.00% | 30:08 | 06:10 | 25:36 | 29:23 | 35:07 | 43:50 | 09:31 | 07:02 |
 | Viper | 3 | 4.17% | 66.0 | 100.00% | +47.83% | 0.00% | 0.00% | 0.00% | 25:56 | 17:52 | 17:52 | 22:31 | 37:24 | 37:24 | 19:32 | 14:28 |
 | Pangolier | 18 | 9.84% | 64.2 | 61.11% | +8.38% | +18.89% | +13.89% | -0.44% | 45:22 | 30:47 | 38:08 | 42:19 | 49:23 | 1:27:01 | 11:15 | 08:20 |
 | Slark | 10 | 22.73% | 62.3 | 60.00% | +27.65% | +6.67% | -60.00% | -4.46% | 42:28 | 29:56 | 34:25 | 39:18 | 49:21 | 55:05 | 14:56 | 11:03 |
 | Enchantress | 3 | 3.57% | 60.4 | 100.00% | +49.38% | 0.00% | 0.00% | 0.00% | 20:11 | 17:59 | 17:59 | 19:43 | 22:52 | 22:52 | 04:53 | 03:37 |
 | Terrorblade | 7 | 8.14% | 58.5 | 71.43% | +23.33% | +28.57% | -21.43% | 0.00% | 41:08 | 37:09 | 38:27 | 39:35 | 40:39 | 47:37 | 02:12 | 01:37 |
 | Mars | 10 | 3.79% | 56.6 | 70.00% | +22.76% | +30.00% | -20.00% | 0.00% | 42:09 | 19:23 | 32:12 | 37:17 | 55:07 | 1:08:39 | 22:55 | 16:58 |
 | Centaur Warrunner | 12 | 60.00% | 54.7 | 41.67% | -20.83% | -41.67% | -8.34% | 22.22% | 07:34 | 05:26 | 06:34 | 07:08 | 08:04 | 10:13 | 01:30 | 01:06 |
 | Kunkka | 2 | 4.35% | 52.8 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 36:07 | 34:02 | 34:02 | 38:11 | 38:11 | 38:11 | 04:09 | 03:04 |
 | Gyrocopter | 2 | 4.17% | 50.9 | 100.00% | +65.22% | 0.00% | 0.00% | 0.00% | 59:38 | 57:10 | 57:10 | 1:02:06 | 1:02:06 | 1:02:06 | 04:56 | 03:39 |
 | Naga Siren | 9 | 36.00% | 49.1 | 44.44% | +13.19% | +5.56% | +5.56% | 0.00% | 37:43 | 32:06 | 32:24 | 35:24 | 40:48 | 52:47 | 08:24 | 06:13 |
 | Night Stalker | 5 | 13.16% | 47.2 | 60.00% | +20.61% | +40.00% | -60.00% | 0.00% | 36:06 | 30:53 | 30:53 | 33:10 | 36:20 | 48:04 | 05:27 | 04:02 |
 | Riki | 2 | 2.67% | 45.3 | 100.00% | +65.75% | 0.00% | 0.00% | 0.00% | 43:29 | 41:12 | 41:12 | 45:46 | 45:46 | 45:46 | 04:34 | 03:22 |
 | Broodmother | 1 | 11.11% | 43.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 46:30 | 00:00 | 00:00 |
 | Abaddon | 2 | 2.22% | 41.5 | 100.00% | +47.73% | 0.00% | 0.00% | 0.00% | 29:32 | 27:48 | 27:48 | 31:15 | 31:15 | 31:15 | 03:27 | 02:33 |
 | Underlord | 18 | 23.38% | 39.6 | 38.89% | -18.74% | +21.11% | +11.11% | -0.91% | 18:26 | 09:15 | 11:45 | 17:16 | 22:43 | 38:39 | 10:58 | 08:07 |
 | Beastmaster | 4 | 2.25% | 37.7 | 75.00% | +15.80% | +25.00% | +25.00% | 0.00% | 25:48 | 20:19 | 20:19 | 24:12 | 25:45 | 32:55 | 05:26 | 04:01 |
 | Mirana | 2 | 1.39% | 35.8 | 100.00% | +52.82% | 0.00% | 0.00% | 0.00% | 14:55 | 14:20 | 14:20 | 15:30 | 15:30 | 15:30 | 01:10 | 00:51 |
 | Tidehunter | 2 | 1.31% | 34.0 | 100.00% | +47.68% | 0.00% | 0.00% | 0.00% | 32:30 | 30:10 | 30:10 | 34:50 | 34:50 | 34:50 | 04:40 | 03:27 |
 | Chen | 1 | 4.76% | 32.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 19:14 | 00:00 | 00:00 |
 | Razor | 1 | 2.56% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:12 | 41:12 | 41:12 | 41:12 | 41:12 | 41:12 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 1.82% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Legion Commander | 1 | 1.79% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 58:42 | 58:42 | 58:42 | 58:42 | 58:42 | 58:42 | 00:00 | 00:00 |
 | Undying | 1 | 1.09% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Morphling | 1 | 0.85% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 37:18 | 00:00 | 00:00 |
 | Timbersaw | 1 | 0.84% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 14:22 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.46% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Earth Spirit | 1 | 0.41% | 17.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 34:41 | 00:00 | 00:00 |
 | Spirit Breaker | 2 | 5.56% | 15.1 | 50.00% | +11.76% | +50.00% | 0.00% | 0.00% | 28:35 | 21:37 | 21:37 | 35:33 | 35:33 | 35:33 | 13:56 | 10:19 |
 | Venomancer | 2 | 3.92% | 13.2 | 50.00% | +11.22% | -50.00% | 0.00% | 0.00% | 22:18 | 21:00 | 21:00 | 23:35 | 23:35 | 23:35 | 02:35 | 01:54 |
 | Dark Seer | 2 | 3.64% | 11.3 | 50.00% | -0.94% | -50.00% | 0.00% | 0.00% | 10:54 | 08:37 | 08:37 | 13:11 | 13:11 | 13:11 | 04:34 | 03:22 |
 | Sand King | 2 | 2.94% | 9.4 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 23:22 | 20:24 | 20:24 | 26:20 | 26:20 | 26:20 | 05:56 | 04:23 |
 | Keeper of the Light | 2 | 1.15% | 7.5 | 50.00% | -4.07% | -50.00% | 0.00% | 0.00% | 31:34 | 19:09 | 19:09 | 43:59 | 43:59 | 43:59 | 24:50 | 18:23 |
 | Weaver | 3 | 3.37% | 5.7 | 33.33% | -6.20% | +66.67% | 0.00% | 0.00% | 38:53 | 28:24 | 28:24 | 35:31 | 52:44 | 52:44 | 24:20 | 18:01 |
 | Nature's Prophet | 3 | 2.19% | 3.8 | 33.33% | -20.40% | +66.67% | 0.00% | 0.00% | 19:57 | 15:28 | 15:28 | 21:53 | 22:29 | 22:29 | 07:01 | 05:11 |
 | Lone Druid | 2 | 18.18% | 1.9 | 0.00% | -77.78% | 0.00% | 0.00% | 0.00% | 33:26 | 26:34 | 26:34 | 40:17 | 40:17 | 40:17 | 13:43 | 10:09 |