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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 | |
 | Helm of Iron Will | 345 | 4.29% | 29.9 | 51.30% | +1.73% | -2.46% | -3.63% | -0.07% | 16:50 | 02:27 | 08:15 | 11:12 | 24:34 | 1:01:23 | 12:05 |
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 | |
 | Centaur Warrunner | 44 | 16.79% | 100.0 | 68.18% | +19.56% | +13.64% | -13.63% | -3.27% | 21:09 | 09:53 | 16:02 | 21:10 | 24:23 | 41:31 | 08:21 | 06:11 |
 | Chaos Knight | 16 | 61.54% | 97.9 | 62.50% | +22.50% | -12.50% | +12.50% | 7.61% | 10:27 | 03:47 | 08:44 | 10:10 | 12:01 | 15:03 | 03:17 | 02:25 |
 | Night Stalker | 5 | 27.78% | 95.7 | 80.00% | +26.15% | +20.00% | -80.00% | 0.00% | 35:35 | 27:25 | 27:25 | 31:41 | 39:26 | 48:38 | 12:01 | 08:54 |
 | Lycan | 8 | 61.54% | 93.6 | 62.50% | +42.50% | -62.50% | -12.50% | 7.48% | 08:16 | 03:06 | 03:38 | 08:44 | 10:19 | 11:50 | 06:41 | 04:57 |
 | Lifestealer | 73 | 73.00% | 91.5 | 50.68% | +2.53% | +10.43% | -11.79% | -10.58% | 10:19 | 02:36 | 09:08 | 09:56 | 11:14 | 31:13 | 02:06 | 01:33 |
 | Arc Warden | 2 | 14.29% | 89.4 | 100.00% | +75.00% | 0.00% | 0.00% | 0.00% | 43:37 | 31:57 | 31:57 | 55:16 | 55:16 | 55:16 | 23:19 | 17:16 |
 | Beastmaster | 17 | 21.25% | 87.2 | 58.82% | +3.26% | +16.18% | -33.82% | -20.13% | 04:23 | 02:34 | 03:03 | 04:03 | 05:32 | 07:35 | 02:29 | 01:50 |
 | Huskar | 14 | 100.00% | 85.1 | 42.86% | +42.86% | +7.14% | -42.86% | -28.04% | 05:19 | 03:37 | 04:11 | 04:46 | 05:58 | 08:28 | 01:47 | 01:19 |
 | Kunkka | 8 | 24.24% | 83.0 | 62.50% | +2.50% | -12.50% | -62.50% | -13.64% | 09:45 | 06:49 | 07:30 | 09:33 | 11:10 | 12:25 | 03:40 | 02:42 |
 | Wraith King | 53 | 41.09% | 80.9 | 47.17% | -4.15% | +14.37% | -24.09% | -9.38% | 11:25 | 02:27 | 08:07 | 10:01 | 12:13 | 45:59 | 04:06 | 03:02 |
 | Troll Warlord | 3 | 3.19% | 78.7 | 100.00% | +49.45% | 0.00% | 0.00% | 0.00% | 35:55 | 33:11 | 33:11 | 33:38 | 40:55 | 40:55 | 07:44 | 05:43 |
 | Underlord | 4 | 10.53% | 76.6 | 75.00% | +36.76% | +25.00% | +25.00% | 0.00% | 27:11 | 24:42 | 24:42 | 25:29 | 27:55 | 30:37 | 03:13 | 02:22 |
 | Io | 14 | 29.79% | 74.5 | 42.86% | -14.72% | +7.14% | -9.53% | -16.67% | 04:08 | 02:56 | 03:44 | 03:50 | 04:35 | 05:57 | 00:51 | 00:37 |
 | Bristleback | 2 | 3.08% | 72.3 | 100.00% | +47.62% | 0.00% | 0.00% | 0.00% | 16:28 | 14:23 | 14:23 | 18:32 | 18:32 | 18:32 | 04:09 | 03:04 |
 | Slardar | 2 | 2.74% | 70.2 | 100.00% | +40.85% | 0.00% | 0.00% | 0.00% | 28:13 | 07:54 | 07:54 | 48:32 | 48:32 | 48:32 | 40:38 | 30:05 |
 | Faceless Void | 2 | 2.02% | 68.1 | 100.00% | +44.33% | 0.00% | 0.00% | 0.00% | 31:27 | 30:08 | 30:08 | 32:46 | 32:46 | 32:46 | 02:38 | 01:57 |
 | Pudge | 1 | 10.00% | 66.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 18:17 | 00:00 | 00:00 |
 | Mirana | 2 | 1.69% | 63.8 | 100.00% | +50.86% | 0.00% | 0.00% | 0.00% | 37:34 | 37:16 | 37:16 | 37:52 | 37:52 | 37:52 | 00:36 | 00:26 |
 | Visage | 1 | 6.25% | 61.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 35:14 | 00:00 | 00:00 |
 | Phantom Assassin | 7 | 8.75% | 59.6 | 42.86% | -3.72% | +7.14% | -42.86% | 0.00% | 35:47 | 29:26 | 32:12 | 37:40 | 38:44 | 40:18 | 06:32 | 04:50 |
 | Ursa | 7 | 7.78% | 57.4 | 42.86% | -5.33% | +7.14% | -42.86% | 0.00% | 35:41 | 30:29 | 31:00 | 32:07 | 33:12 | 52:12 | 02:12 | 01:37 |
 | Pangolier | 1 | 1.28% | 55.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 25:57 | 00:00 | 00:00 |
 | Doom | 1 | 1.22% | 53.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 11:34 | 00:00 | 00:00 |
 | Enchantress | 4 | 3.15% | 51.1 | 50.00% | -6.91% | -50.00% | -50.00% | 0.00% | 26:20 | 19:46 | 19:46 | 25:00 | 26:15 | 34:19 | 06:29 | 04:48 |
 | Axe | 5 | 6.25% | 48.9 | 40.00% | -2.67% | -40.00% | +60.00% | 3.09% | 38:49 | 16:12 | 16:12 | 34:51 | 48:34 | 1:01:23 | 32:22 | 23:58 |
 | Dragon Knight | 6 | 7.41% | 46.8 | 33.33% | -14.67% | -33.33% | +66.67% | 3.16% | 19:29 | 04:31 | 06:02 | 06:52 | 37:42 | 50:34 | 31:40 | 23:27 |
 | Snapfire | 1 | 0.37% | 44.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 26:40 | 00:00 | 00:00 |
 | Riki | 3 | 16.67% | 42.6 | 33.33% | -26.67% | -33.33% | 0.00% | 0.00% | 38:11 | 30:20 | 30:20 | 35:16 | 48:56 | 48:56 | 18:36 | 13:46 |
 | Broodmother | 2 | 4.17% | 40.4 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 37:47 | 36:47 | 36:47 | 38:46 | 38:46 | 38:46 | 01:59 | 01:28 |
 | Timbersaw | 2 | 1.79% | 38.3 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 17:06 | 13:40 | 13:40 | 20:32 | 20:32 | 20:32 | 06:52 | 05:05 |
 | Nature's Prophet | 4 | 8.16% | 36.2 | 25.00% | -30.56% | +75.00% | -25.00% | 0.00% | 32:36 | 24:25 | 24:25 | 25:42 | 35:43 | 44:32 | 11:18 | 08:22 |
 | Legion Commander | 5 | 6.41% | 34.0 | 20.00% | -27.95% | -20.00% | -20.00% | 0.00% | 13:15 | 03:13 | 03:13 | 06:07 | 17:22 | 36:06 | 14:09 | 10:28 |
 | Templar Assassin | 6 | 9.84% | 31.9 | 16.67% | -43.33% | +33.33% | -16.67% | 0.00% | 37:11 | 30:34 | 32:06 | 35:55 | 37:57 | 49:22 | 05:51 | 04:20 |
 | Bloodseeker | 1 | 1.59% | 29.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 24:34 | 00:00 | 00:00 |
 | Anti-Mage | 1 | 3.13% | 27.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 42:28 | 00:00 | 00:00 |
 | Juggernaut | 6 | 4.38% | 25.5 | 0.00% | -52.67% | 0.00% | 0.00% | 0.00% | 41:10 | 29:19 | 31:38 | 40:12 | 47:36 | 55:54 | 15:58 | 11:49 |
 | Phantom Lancer | 1 | 1.85% | 23.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 44:58 | 00:00 | 00:00 |
 | Razor | 1 | 2.00% | 21.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 18:46 | 00:00 | 00:00 |
 | Spectre | 1 | 1.69% | 19.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 37:16 | 00:00 | 00:00 |
 | Enigma | 1 | 5.56% | 17.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 06:03 | 00:00 | 00:00 |
 | Clockwerk | 1 | 1.12% | 14.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 37:34 | 00:00 | 00:00 |
 | Slark | 1 | 3.03% | 12.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 39:04 | 00:00 | 00:00 |
 | Mars | 1 | 0.48% | 10.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 40:39 | 00:00 | 00:00 |
 | Venomancer | 1 | 3.33% | 8.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 03:32 | 03:32 | 03:32 | 03:32 | 03:32 | 03:32 | 00:00 | 00:00 |
 | Viper | 1 | 1.64% | 6.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 06:14 | 00:00 | 00:00 |
 | Dark Seer | 2 | 2.53% | 4.3 | 0.00% | -53.25% | 0.00% | 0.00% | 0.00% | 14:35 | 06:37 | 06:37 | 22:33 | 22:33 | 22:33 | 15:56 | 11:48 |
 | Weaver | 1 | 5.88% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 38:09 | 00:00 | 00:00 |