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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 | 1174 | 3.47% | 74.4 | 59.54% | +10.16% | -2.40% | +2.58% | 0.00% | 23:55 | 04:01 | 06:57 | 26:10 | 37:43 | 1:15:11 | 22:47 |
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 | |
 | Phantom Assassin | 44 | 18.18% | 100.0 | 84.09% | +48.74% | -2.27% | -11.36% | -1.37% | 37:08 | 27:43 | 32:46 | 36:08 | 39:23 | 59:16 | 06:37 | 04:54 |
 | Lifestealer | 36 | 19.67% | 98.4 | 77.78% | +28.12% | 0.00% | -11.11% | 0.00% | 40:12 | 29:31 | 36:06 | 40:49 | 43:28 | 53:26 | 07:22 | 05:27 |
 | Ursa | 62 | 28.97% | 96.8 | 72.58% | +34.42% | -10.08% | +7.42% | 2.15% | 35:23 | 21:29 | 30:50 | 34:15 | 38:59 | 53:00 | 08:09 | 06:02 |
 | Spectre | 20 | 27.03% | 95.2 | 75.00% | +34.26% | +25.00% | -15.00% | -4.78% | 41:05 | 31:31 | 37:01 | 39:29 | 45:23 | 50:33 | 08:22 | 06:11 |
 | Bloodseeker | 54 | 20.38% | 93.5 | 68.52% | +19.23% | +10.05% | +0.71% | -0.74% | 39:28 | 25:24 | 32:15 | 37:43 | 44:48 | 55:37 | 12:33 | 09:17 |
 | Phantom Lancer | 28 | 19.58% | 91.9 | 71.43% | +28.82% | -14.29% | -14.29% | 0.00% | 32:10 | 06:33 | 29:53 | 35:05 | 39:19 | 52:12 | 09:26 | 06:59 |
 | Anti-Mage | 47 | 49.47% | 90.3 | 63.83% | +22.16% | +11.17% | +11.17% | 0.00% | 20:07 | 04:35 | 06:26 | 08:33 | 33:24 | 53:26 | 26:58 | 19:58 |
 | Juggernaut | 32 | 12.50% | 88.7 | 71.88% | +26.79% | +28.12% | -34.38% | -6.42% | 42:28 | 25:21 | 37:10 | 41:43 | 46:54 | 56:40 | 09:44 | 07:12 |
 | Troll Warlord | 34 | 24.46% | 87.1 | 67.65% | +25.75% | +32.35% | -30.15% | -9.89% | 34:20 | 24:43 | 31:03 | 32:39 | 37:22 | 54:28 | 06:19 | 04:40 |
 | Dawnbreaker | 25 | 5.56% | 85.5 | 76.00% | +33.18% | -9.33% | +7.33% | 1.18% | 37:56 | 11:44 | 32:12 | 34:30 | 46:20 | 1:03:32 | 14:08 | 10:28 |
 | Wraith King | 29 | 8.48% | 83.9 | 72.41% | +24.49% | +13.30% | -15.27% | -2.90% | 40:46 | 30:04 | 33:58 | 39:52 | 43:49 | 1:01:45 | 09:51 | 07:17 |
 | Bristleback | 146 | 94.81% | 82.3 | 52.74% | +2.74% | +14.83% | -13.85% | -16.23% | 07:00 | 04:51 | 05:57 | 06:27 | 07:43 | 12:37 | 01:46 | 01:18 |
 | Pudge | 53 | 34.64% | 80.6 | 58.49% | +2.49% | +3.05% | +3.05% | 0.00% | 07:35 | 04:02 | 05:43 | 07:17 | 09:07 | 12:13 | 03:24 | 02:31 |
 | Pangolier | 54 | 8.56% | 79.0 | 61.11% | +11.02% | -3.97% | +0.43% | 0.14% | 25:03 | 04:52 | 07:17 | 29:05 | 38:26 | 53:25 | 31:09 | 23:04 |
 | Monkey King | 38 | 7.01% | 77.4 | 63.16% | +15.14% | +6.84% | -29.83% | -2.90% | 43:29 | 26:21 | 36:47 | 42:04 | 49:26 | 59:19 | 12:39 | 09:22 |
 | Dark Seer | 35 | 30.43% | 75.8 | 57.14% | +15.89% | +31.75% | -12.70% | -12.70% | 09:30 | 05:27 | 06:28 | 07:50 | 09:58 | 33:09 | 03:30 | 02:35 |
 | Centaur Warrunner | 106 | 85.48% | 74.2 | 49.06% | +10.17% | +21.31% | -6.75% | -13.15% | 07:02 | 04:01 | 05:59 | 06:41 | 08:07 | 12:09 | 02:08 | 01:34 |
 | Axe | 45 | 77.59% | 72.6 | 48.89% | -4.96% | +5.66% | -12.53% | -15.82% | 06:21 | 04:18 | 05:39 | 06:08 | 06:48 | 11:17 | 01:09 | 00:51 |
 | Night Stalker | 9 | 5.20% | 71.0 | 77.78% | +35.71% | +22.22% | -27.78% | -3.14% | 38:16 | 06:15 | 30:30 | 37:26 | 46:24 | 60:41 | 15:54 | 11:46 |
 | Underlord | 40 | 24.39% | 69.4 | 52.50% | +6.53% | +7.50% | +27.50% | 3.31% | 14:33 | 05:30 | 06:17 | 07:20 | 12:19 | 1:08:23 | 06:02 | 04:28 |
 | Alchemist | 43 | 30.07% | 67.7 | 46.51% | +7.51% | -1.06% | -10.15% | -1.93% | 32:44 | 26:10 | 29:14 | 32:11 | 33:57 | 57:21 | 04:43 | 03:29 |
 | Undying | 6 | 1.77% | 66.1 | 83.33% | +33.78% | +16.67% | +16.67% | 0.00% | 22:55 | 11:05 | 11:59 | 13:35 | 31:20 | 50:58 | 19:21 | 14:20 |
 | Sand King | 33 | 8.31% | 64.5 | 45.45% | -3.18% | +17.05% | -20.45% | -35.16% | 07:27 | 04:56 | 06:19 | 06:50 | 07:23 | 23:07 | 01:04 | 00:47 |
 | Chaos Knight | 8 | 2.32% | 62.9 | 62.50% | +14.13% | -12.50% | -62.50% | 0.00% | 40:56 | 32:29 | 38:07 | 38:43 | 41:00 | 50:19 | 02:53 | 02:08 |
 | Legion Commander | 2 | 1.40% | 61.3 | 100.00% | +56.74% | 0.00% | 0.00% | 0.00% | 43:16 | 28:09 | 28:09 | 58:23 | 58:23 | 58:23 | 30:14 | 22:23 |
 | Marci | 11 | 1.99% | 59.7 | 54.55% | +3.16% | +12.12% | +12.12% | 0.00% | 45:23 | 26:09 | 32:10 | 40:36 | 51:57 | 1:14:16 | 19:47 | 14:39 |
 | Slark | 5 | 6.25% | 58.1 | 60.00% | +12.00% | +40.00% | -60.00% | 0.00% | 47:12 | 26:30 | 26:30 | 50:06 | 51:01 | 1:02:28 | 24:31 | 18:09 |
 | Mars | 8 | 0.87% | 56.5 | 62.50% | +12.83% | -12.50% | -12.50% | 0.00% | 32:27 | 13:44 | 19:56 | 32:42 | 36:23 | 48:43 | 16:27 | 12:11 |
 | Viper | 4 | 1.37% | 54.8 | 75.00% | +27.60% | +25.00% | +25.00% | 0.00% | 24:19 | 13:39 | 13:39 | 16:46 | 31:38 | 35:14 | 17:59 | 13:19 |
 | Naga Siren | 5 | 5.00% | 53.2 | 60.00% | +3.16% | +40.00% | +40.00% | 0.00% | 41:47 | 28:53 | 28:53 | 46:31 | 49:24 | 52:45 | 20:31 | 15:11 |
 | Lone Druid | 9 | 10.98% | 51.6 | 44.44% | -3.51% | +55.56% | +5.56% | 0.00% | 41:31 | 35:04 | 35:04 | 43:24 | 46:04 | 47:32 | 11:00 | 08:08 |
 | Kunkka | 15 | 3.02% | 50.0 | 40.00% | -10.31% | +10.00% | +10.00% | 0.00% | 31:50 | 07:52 | 13:08 | 34:37 | 41:29 | 1:15:11 | 28:21 | 21:00 |
 | Clockwerk | 8 | 1.74% | 48.4 | 50.00% | +0.55% | 0.00% | 0.00% | 0.00% | 19:40 | 13:00 | 17:27 | 18:23 | 22:15 | 25:27 | 04:48 | 03:33 |
 | Lycan | 6 | 3.92% | 46.8 | 50.00% | -5.10% | -50.00% | +50.00% | 0.00% | 43:20 | 33:50 | 39:30 | 40:40 | 43:59 | 60:45 | 04:29 | 03:19 |
 | Treant Protector | 3 | 1.08% | 45.2 | 66.67% | +11.20% | +33.33% | 0.00% | 0.00% | 26:40 | 21:26 | 21:26 | 24:42 | 33:52 | 33:52 | 12:26 | 09:12 |
 | Sniper | 1 | 1.05% | 43.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:43 | 46:43 | 46:43 | 46:43 | 46:43 | 46:43 | 00:00 | 00:00 |
 | Sven | 1 | 0.98% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 45:11 | 00:00 | 00:00 |
 | Broodmother | 1 | 0.89% | 40.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 36:24 | 00:00 | 00:00 |
 | Enchantress | 7 | 1.57% | 38.7 | 42.86% | -8.50% | +7.14% | +7.14% | 0.00% | 29:02 | 22:08 | 22:14 | 30:03 | 30:58 | 40:32 | 08:44 | 06:28 |
 | Gyrocopter | 1 | 0.47% | 37.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 45:15 | 00:00 | 00:00 |
 | Mirana | 4 | 0.96% | 35.5 | 50.00% | -7.52% | +50.00% | +50.00% | 0.00% | 38:15 | 19:23 | 19:23 | 41:41 | 43:03 | 48:54 | 23:40 | 17:31 |
 | Faceless Void | 1 | 0.33% | 33.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 07:42 | 00:00 | 00:00 |
 | Enigma | 1 | 0.30% | 32.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |
 | Lina | 1 | 0.27% | 30.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 44:22 | 00:00 | 00:00 |
 | Terrorblade | 1 | 0.24% | 29.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 44:27 | 00:00 | 00:00 |
 | Ember Spirit | 4 | 0.60% | 27.4 | 50.00% | +2.19% | -50.00% | -50.00% | 0.00% | 52:30 | 38:09 | 38:09 | 47:36 | 56:42 | 1:07:33 | 18:33 | 13:44 |
 | Death Prophet | 1 | 0.15% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Brewmaster | 7 | 3.43% | 24.2 | 28.57% | -22.70% | +21.43% | +21.43% | 0.00% | 10:04 | 05:20 | 06:24 | 10:33 | 12:13 | 13:22 | 05:49 | 04:18 |
 | Timbersaw | 14 | 3.94% | 22.6 | 21.43% | -29.30% | +3.57% | +11.90% | 3.22% | 09:29 | 06:35 | 07:52 | 09:33 | 10:27 | 12:54 | 02:35 | 01:54 |
 | Chen | 2 | 1.05% | 21.0 | 50.00% | -9.04% | +50.00% | 0.00% | 0.00% | 38:06 | 36:58 | 36:58 | 39:14 | 39:14 | 39:14 | 02:16 | 01:40 |
 | Visage | 2 | 0.75% | 19.4 | 50.00% | -7.79% | -50.00% | 0.00% | 0.00% | 23:27 | 18:30 | 18:30 | 28:23 | 28:23 | 28:23 | 09:53 | 07:19 |
 | Magnus | 3 | 3.33% | 17.7 | 33.33% | -20.69% | -33.33% | 0.00% | 0.00% | 20:45 | 07:27 | 07:27 | 12:11 | 42:37 | 42:37 | 35:10 | 26:02 |
 | Weaver | 2 | 0.37% | 16.1 | 50.00% | -0.28% | +50.00% | 0.00% | 0.00% | 48:58 | 41:05 | 41:05 | 56:50 | 56:50 | 56:50 | 15:45 | 11:40 |
 | Snapfire | 2 | 0.25% | 14.5 | 50.00% | +4.67% | -50.00% | 0.00% | 0.00% | 39:24 | 25:14 | 25:14 | 53:34 | 53:34 | 53:34 | 28:20 | 20:59 |
 | Beastmaster | 3 | 0.67% | 12.9 | 33.33% | -24.52% | -33.33% | 0.00% | 0.00% | 23:31 | 18:34 | 18:34 | 22:06 | 29:54 | 29:54 | 11:20 | 08:23 |
 | Tiny | 3 | 0.31% | 11.3 | 33.33% | -17.96% | +66.67% | 0.00% | 0.00% | 36:28 | 24:20 | 24:20 | 27:37 | 57:27 | 57:27 | 33:07 | 24:31 |
 | Phoenix | 1 | 0.44% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 16:20 | 00:00 | 00:00 |
 | Razor | 1 | 0.19% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 41:45 | 00:00 | 00:00 |
 | Necrophos | 1 | 0.71% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 12:31 | 00:00 | 00:00 |
 | Primal Beast | 1 | 0.67% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 16:47 | 00:00 | 00:00 |
 | Bounty Hunter | 4 | 28.57% | 3.2 | 0.00% | -30.00% | 0.00% | 0.00% | 0.00% | 06:19 | 05:05 | 05:05 | 05:18 | 06:22 | 08:29 | 01:17 | 00:57 |
 | Silencer | 1 | 0.76% | 1.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 30:18 | 00:00 | 00:00 |