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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 | 456 | 4.44% | 89.5 | 64.91% | +15.98% | -6.14% | -1.75% | 0.15% | 24:03 | 04:34 | 07:16 | 27:48 | 36:13 | 1:04:43 | 21:26 |
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 | |
 | Troll Warlord | 21 | 39.62% | 100.0 | 85.71% | +60.71% | +14.29% | -25.71% | -5.91% | 31:12 | 21:54 | 27:39 | 31:37 | 34:25 | 40:06 | 06:46 | 05:00 |
 | Marci | 24 | 15.89% | 97.8 | 87.50% | +44.98% | +12.50% | +12.50% | 0.00% | 41:32 | 24:29 | 35:16 | 39:34 | 46:11 | 1:04:12 | 10:55 | 08:05 |
 | Bloodseeker | 16 | 24.24% | 95.7 | 81.25% | +55.25% | -6.25% | -31.25% | -3.46% | 38:10 | 31:04 | 32:34 | 36:09 | 39:47 | 55:34 | 07:13 | 05:20 |
 | Pudge | 33 | 58.93% | 93.5 | 66.67% | +23.19% | +20.83% | -4.17% | -8.33% | 07:23 | 05:19 | 05:53 | 06:46 | 08:53 | 11:39 | 03:00 | 02:13 |
 | Ursa | 77 | 55.40% | 91.3 | 64.94% | +24.62% | +14.01% | -22.83% | -5.82% | 32:32 | 12:05 | 28:59 | 31:42 | 35:19 | 51:41 | 06:20 | 04:41 |
 | Naga Siren | 6 | 5.22% | 89.1 | 100.00% | +48.62% | 0.00% | 0.00% | 0.00% | 38:32 | 29:01 | 32:49 | 33:23 | 46:04 | 55:27 | 13:15 | 09:48 |
 | Centaur Warrunner | 72 | 73.47% | 87.0 | 59.72% | +17.41% | -4.16% | +1.39% | 3.70% | 07:04 | 04:44 | 05:58 | 06:37 | 07:28 | 15:37 | 01:30 | 01:06 |
 | Brewmaster | 6 | 18.18% | 84.8 | 83.33% | +31.48% | +16.67% | +16.67% | 0.00% | 09:35 | 05:29 | 05:55 | 06:59 | 13:24 | 14:45 | 07:29 | 05:32 |
 | Monkey King | 15 | 15.96% | 82.6 | 73.33% | +29.03% | +1.67% | -23.33% | -2.52% | 41:41 | 31:55 | 35:36 | 43:33 | 45:31 | 52:03 | 09:55 | 07:20 |
 | Slark | 10 | 11.24% | 80.4 | 80.00% | +31.90% | -13.33% | +20.00% | 10.99% | 39:15 | 28:39 | 37:17 | 39:21 | 40:19 | 54:16 | 03:02 | 02:14 |
 | Night Stalker | 2 | 14.29% | 78.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 39:39 | 31:11 | 31:11 | 48:07 | 48:07 | 48:07 | 16:56 | 12:32 |
 | Primal Beast | 9 | 5.81% | 76.1 | 77.78% | +30.52% | +22.22% | -27.78% | -15.63% | 08:12 | 05:10 | 05:48 | 06:59 | 09:00 | 16:23 | 03:12 | 02:22 |
 | Bristleback | 20 | 100.00% | 73.9 | 45.00% | +45.00% | +15.00% | -5.00% | -13.95% | 07:00 | 04:59 | 05:51 | 06:36 | 07:17 | 12:57 | 01:26 | 01:03 |
 | Phantom Lancer | 4 | 22.22% | 71.7 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 20:06 | 07:13 | 07:13 | 19:42 | 23:37 | 29:52 | 16:24 | 12:08 |
 | Spectre | 15 | 23.08% | 69.6 | 60.00% | +18.00% | -35.00% | -10.00% | 4.66% | 35:49 | 08:05 | 34:10 | 38:33 | 39:32 | 45:05 | 05:22 | 03:58 |
 | Bounty Hunter | 5 | 38.46% | 67.4 | 60.00% | +22.50% | +40.00% | -60.00% | -22.81% | 07:35 | 05:06 | 05:06 | 08:11 | 09:29 | 09:48 | 04:23 | 03:14 |
 | Lycan | 5 | 6.25% | 65.2 | 80.00% | +30.67% | +20.00% | +20.00% | 0.00% | 43:21 | 37:43 | 37:43 | 41:11 | 43:05 | 55:56 | 05:22 | 03:58 |
 | Underlord | 9 | 31.03% | 63.0 | 55.56% | +0.56% | -5.56% | +44.44% | 9.09% | 11:04 | 05:47 | 06:10 | 07:58 | 11:40 | 33:22 | 05:30 | 04:04 |
 | Pangolier | 24 | 10.39% | 60.9 | 54.17% | +5.86% | +12.50% | +12.50% | 0.00% | 42:35 | 06:58 | 34:27 | 40:33 | 50:08 | 1:04:43 | 15:41 | 11:37 |
 | Phantom Assassin | 3 | 30.00% | 58.7 | 66.67% | +52.38% | -66.67% | 0.00% | 0.00% | 38:44 | 37:14 | 37:14 | 37:54 | 41:05 | 41:05 | 03:51 | 02:51 |
 | Dark Seer | 11 | 17.46% | 56.5 | 54.55% | +6.47% | -21.22% | +45.45% | 17.32% | 10:09 | 05:24 | 07:08 | 10:14 | 10:59 | 17:53 | 03:51 | 02:51 |
 | Lone Druid | 3 | 18.75% | 54.3 | 66.67% | +5.13% | +33.33% | 0.00% | 0.00% | 32:46 | 31:03 | 31:03 | 33:34 | 33:42 | 33:42 | 02:39 | 01:57 |
 | Lifestealer | 8 | 22.86% | 52.2 | 50.00% | +12.96% | +50.00% | -50.00% | 0.00% | 36:32 | 30:06 | 31:15 | 36:03 | 39:37 | 41:51 | 08:22 | 06:11 |
 | Axe | 7 | 100.00% | 50.0 | 28.57% | +28.57% | +21.43% | +21.43% | 0.00% | 06:30 | 05:36 | 05:40 | 05:54 | 06:30 | 08:46 | 00:50 | 00:37 |
 | Enigma | 2 | 1.71% | 47.8 | 100.00% | +46.09% | 0.00% | 0.00% | 0.00% | 26:02 | 24:47 | 24:47 | 27:17 | 27:17 | 27:17 | 02:30 | 01:51 |
 | Dawnbreaker | 5 | 7.14% | 45.7 | 60.00% | +23.08% | -60.00% | -60.00% | 0.00% | 30:58 | 20:44 | 20:44 | 23:05 | 44:50 | 44:52 | 24:06 | 17:51 |
 | Elder Titan | 1 | 5.88% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 37:51 | 00:00 | 00:00 |
 | Anti-Mage | 3 | 60.00% | 41.3 | 33.33% | +33.33% | +66.67% | 0.00% | 0.00% | 24:32 | 22:39 | 22:39 | 24:37 | 26:21 | 26:21 | 03:42 | 02:44 |
 | Razor | 1 | 4.76% | 39.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 09:36 | 00:00 | 00:00 |
 | Doom | 6 | 4.92% | 37.0 | 50.00% | +5.17% | -50.00% | +50.00% | 0.00% | 06:29 | 04:34 | 04:49 | 06:57 | 07:27 | 07:44 | 02:38 | 01:57 |
 | Timbersaw | 7 | 10.00% | 34.8 | 42.86% | -7.93% | +7.14% | +7.14% | 0.00% | 08:42 | 06:02 | 06:35 | 09:44 | 09:52 | 10:42 | 03:17 | 02:25 |
 | Juggernaut | 2 | 22.22% | 32.6 | 50.00% | +35.71% | -50.00% | 0.00% | 0.00% | 39:47 | 39:27 | 39:27 | 40:06 | 40:06 | 40:06 | 00:39 | 00:28 |
 | Undying | 3 | 1.55% | 30.4 | 66.67% | +15.88% | -66.67% | 0.00% | 0.00% | 24:39 | 21:51 | 21:51 | 23:57 | 28:08 | 28:08 | 06:17 | 04:39 |
 | Spirit Breaker | 1 | 1.92% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 49:14 | 00:00 | 00:00 |
 | Visage | 1 | 1.69% | 26.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 08:30 | 00:00 | 00:00 |
 | Enchantress | 1 | 1.16% | 23.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:38 | 23:38 | 23:38 | 23:38 | 23:38 | 23:38 | 00:00 | 00:00 |
 | Beastmaster | 1 | 0.57% | 21.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 24:10 | 00:00 | 00:00 |
 | Mirana | 1 | 0.41% | 19.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 29:22 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.32% | 17.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 29:49 | 00:00 | 00:00 |
 | Tusk | 1 | 0.26% | 15.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 07:56 | 00:00 | 00:00 |
 | Clockwerk | 5 | 1.98% | 13.0 | 40.00% | -14.44% | -40.00% | -40.00% | 0.00% | 22:02 | 16:44 | 16:44 | 17:55 | 25:23 | 33:13 | 08:39 | 06:24 |
 | Kunkka | 2 | 3.57% | 10.9 | 50.00% | +3.70% | +50.00% | 0.00% | 0.00% | 49:26 | 47:01 | 47:01 | 51:51 | 51:51 | 51:51 | 04:50 | 03:34 |
 | Terrorblade | 2 | 1.87% | 8.7 | 50.00% | +0.48% | -50.00% | 0.00% | 0.00% | 39:29 | 38:46 | 38:46 | 40:11 | 40:11 | 40:11 | 01:25 | 01:02 |
 | Snapfire | 2 | 0.72% | 6.5 | 0.00% | -46.91% | 0.00% | 0.00% | 0.00% | 31:26 | 20:09 | 20:09 | 42:42 | 42:42 | 42:42 | 22:33 | 16:42 |
 | Alchemist | 1 | 14.29% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 33:22 | 00:00 | 00:00 |
 | Broodmother | 2 | 1.18% | 2.2 | 0.00% | -56.89% | 0.00% | 0.00% | 0.00% | 25:20 | 21:41 | 21:41 | 28:58 | 28:58 | 28:58 | 07:17 | 05:23 |