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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 | 384 | 4.60% | 88.7 | 64.84% | +15.94% | -6.51% | -2.34% | 0.14% | 23:56 | 04:34 | 07:14 | 27:24 | 36:07 | 1:04:12 | 21:23 |
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 | 12 | 30.77% | 100.0 | 91.67% | +65.74% | +8.33% | -25.00% | -4.83% | 32:46 | 23:36 | 28:10 | 32:48 | 35:04 | 40:06 | 06:54 | 05:06 |
 | Marci | 20 | 15.87% | 97.8 | 85.00% | +43.49% | +15.00% | +15.00% | 0.00% | 42:13 | 24:29 | 35:16 | 41:45 | 46:32 | 1:04:12 | 11:16 | 08:20 |
 | Pudge | 30 | 61.22% | 95.6 | 70.00% | +22.63% | +5.00% | -12.86% | -5.86% | 07:24 | 05:19 | 05:58 | 06:41 | 09:01 | 11:39 | 03:03 | 02:15 |
 | Ursa | 67 | 56.30% | 93.3 | 65.67% | +25.29% | +16.68% | -18.61% | -7.30% | 32:23 | 12:05 | 29:10 | 31:31 | 34:00 | 51:41 | 04:50 | 03:34 |
 | Bloodseeker | 10 | 18.87% | 91.1 | 80.00% | +52.09% | -13.33% | -30.00% | -2.31% | 38:51 | 31:33 | 32:34 | 35:46 | 39:47 | 55:34 | 07:13 | 05:20 |
 | Slark | 8 | 10.67% | 88.9 | 87.50% | +39.74% | +12.50% | +12.50% | 0.00% | 39:59 | 28:39 | 37:17 | 39:35 | 40:19 | 54:16 | 03:02 | 02:14 |
 | Centaur Warrunner | 61 | 73.49% | 86.7 | 60.66% | +19.75% | -0.66% | -0.66% | 0.00% | 07:06 | 04:44 | 05:58 | 06:54 | 07:28 | 15:37 | 01:30 | 01:06 |
 | Brewmaster | 6 | 18.18% | 84.4 | 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 |
 | Bounty Hunter | 5 | 83.33% | 82.2 | 60.00% | +60.00% | +40.00% | -60.00% | -22.81% | 07:35 | 05:06 | 05:06 | 08:11 | 09:29 | 09:48 | 04:23 | 03:14 |
 | Spectre | 13 | 24.53% | 80.0 | 69.23% | +26.73% | -35.90% | -2.56% | 6.21% | 37:37 | 26:58 | 34:10 | 38:33 | 39:32 | 45:05 | 05:22 | 03:58 |
 | Night Stalker | 2 | 16.67% | 77.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 39:39 | 31:11 | 31:11 | 48:07 | 48:07 | 48:07 | 16:56 | 12:32 |
 | Monkey King | 13 | 17.57% | 75.6 | 69.23% | +21.69% | +30.77% | -35.90% | -5.87% | 41:02 | 31:55 | 34:09 | 40:58 | 45:31 | 52:03 | 11:22 | 08:25 |
 | Naga Siren | 4 | 4.60% | 73.3 | 100.00% | +44.58% | 0.00% | 0.00% | 0.00% | 42:20 | 33:23 | 33:23 | 34:25 | 46:04 | 55:27 | 12:41 | 09:23 |
 | Phantom Lancer | 2 | 14.29% | 71.1 | 100.00% | +58.33% | 0.00% | 0.00% | 0.00% | 15:25 | 07:13 | 07:13 | 23:37 | 23:37 | 23:37 | 16:24 | 12:08 |
 | Bristleback | 17 | 100.00% | 68.9 | 47.06% | +47.06% | +27.94% | +2.94% | -17.24% | 06:57 | 04:59 | 05:50 | 06:36 | 07:17 | 12:57 | 01:27 | 01:04 |
 | Underlord | 6 | 27.27% | 66.7 | 66.67% | +16.67% | -16.67% | +33.33% | 8.85% | 12:09 | 05:47 | 06:10 | 06:59 | 11:49 | 33:22 | 05:39 | 04:11 |
 | Lycan | 5 | 7.14% | 64.4 | 80.00% | +33.85% | +20.00% | +20.00% | 0.00% | 43:21 | 37:43 | 37:43 | 41:11 | 43:05 | 55:56 | 05:22 | 03:58 |
 | Dark Seer | 11 | 21.57% | 62.2 | 54.55% | +2.05% | -21.22% | +45.45% | 17.32% | 10:09 | 05:24 | 07:08 | 10:14 | 10:59 | 17:53 | 03:51 | 02:51 |
 | Pangolier | 22 | 11.83% | 60.0 | 50.00% | +2.44% | +16.67% | +10.00% | -0.43% | 41:50 | 06:58 | 34:27 | 40:33 | 50:08 | 1:03:18 | 15:41 | 11:37 |
 | Anti-Mage | 3 | 100.00% | 57.8 | 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 |
 | Lone Druid | 3 | 21.43% | 55.6 | 66.67% | +12.12% | +33.33% | 0.00% | 0.00% | 32:46 | 31:03 | 31:03 | 33:34 | 33:42 | 33:42 | 02:39 | 01:57 |
 | Lifestealer | 8 | 24.24% | 53.3 | 50.00% | +14.00% | +50.00% | -50.00% | -11.95% | 36:32 | 30:06 | 31:15 | 36:03 | 39:37 | 41:51 | 08:22 | 06:11 |
 | Enigma | 2 | 2.94% | 51.1 | 100.00% | +46.97% | 0.00% | 0.00% | 0.00% | 26:02 | 24:47 | 24:47 | 27:17 | 27:17 | 27:17 | 02:30 | 01:51 |
 | Axe | 7 | 100.00% | 48.9 | 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 |
 | Elder Titan | 1 | 10.00% | 46.7 | 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 |
 | Dawnbreaker | 5 | 8.06% | 44.4 | 60.00% | +24.91% | -60.00% | -60.00% | 0.00% | 30:58 | 20:44 | 20:44 | 23:05 | 44:50 | 44:52 | 24:06 | 17:51 |
 | Razor | 1 | 5.56% | 42.2 | 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 |
 | Timbersaw | 7 | 14.29% | 40.0 | 42.86% | -11.90% | +7.14% | +7.14% | 0.00% | 08:42 | 06:02 | 06:35 | 09:44 | 09:52 | 10:42 | 03:17 | 02:25 |
 | Doom | 6 | 5.56% | 37.8 | 50.00% | +5.88% | -50.00% | +50.00% | 0.00% | 06:29 | 04:34 | 04:49 | 06:57 | 07:27 | 07:44 | 02:38 | 01:57 |
 | Phantom Assassin | 2 | 25.00% | 35.6 | 50.00% | +33.33% | -50.00% | 0.00% | 0.00% | 39:10 | 37:14 | 37:14 | 41:05 | 41:05 | 41:05 | 03:51 | 02:51 |
 | Juggernaut | 2 | 22.22% | 33.3 | 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 |
 | Spirit Breaker | 1 | 2.56% | 31.1 | 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 |
 | Kunkka | 1 | 2.38% | 28.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 47:01 | 00:00 | 00:00 |
 | Visage | 1 | 2.00% | 26.7 | 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 | 1.67% | 24.4 | 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 |
 | Terrorblade | 1 | 1.20% | 22.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 40:11 | 00:00 | 00:00 |
 | Primal Beast | 4 | 3.03% | 20.0 | 50.00% | +2.34% | +50.00% | +50.00% | 0.00% | 10:39 | 07:46 | 07:46 | 09:00 | 09:28 | 16:23 | 01:42 | 01:15 |
 | Beastmaster | 1 | 0.67% | 17.8 | 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 | 0.47% | 15.6 | 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 | 0.39% | 13.3 | 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 | 0.31% | 11.1 | 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 | 2.34% | 8.9 | 40.00% | -14.55% | -40.00% | -40.00% | 0.00% | 22:02 | 16:44 | 16:44 | 17:55 | 25:23 | 33:13 | 08:39 | 06:24 |
 | Snapfire | 2 | 0.87% | 6.7 | 0.00% | -45.18% | 0.00% | 0.00% | 0.00% | 31:26 | 20:09 | 20:09 | 42:42 | 42:42 | 42:42 | 22:33 | 16:42 |
 | Alchemist | 1 | 20.00% | 4.4 | 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 | 1.40% | 2.2 | 0.00% | -55.32% | 0.00% | 0.00% | 0.00% | 25:20 | 21:41 | 21:41 | 28:58 | 28:58 | 28:58 | 07:17 | 05:23 |