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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 | |
 | Drum of Endurance | 446 | 4.45% | 81.0 | 60.31% | +11.15% | -4.95% | +6.36% | 1.44% | 21:02 | 07:23 | 16:45 | 19:41 | 24:35 | 59:22 | 05:48 |
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 | |
 | Elder Titan | 4 | 33.33% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 21:41 | 14:27 | 14:27 | 19:52 | 20:00 | 32:23 | 05:33 | 04:06 |
 | Omniknight | 1 | 50.00% | 98.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 20:45 | 00:00 | 00:00 |
 | Visage | 76 | 63.87% | 96.0 | 63.16% | +16.65% | +10.52% | -5.27% | -2.09% | 18:22 | 08:02 | 14:06 | 17:58 | 21:40 | 33:55 | 07:34 | 05:36 |
 | Beastmaster | 52 | 27.08% | 94.0 | 67.31% | +13.02% | -5.77% | -5.77% | 0.00% | 22:40 | 11:24 | 18:18 | 21:36 | 25:44 | 34:20 | 07:26 | 05:30 |
 | Viper | 16 | 10.96% | 92.0 | 75.00% | +28.85% | -25.00% | +25.00% | 7.89% | 21:30 | 09:54 | 17:26 | 19:42 | 23:46 | 35:50 | 06:20 | 04:41 |
 | Lycan | 51 | 67.11% | 90.0 | 56.86% | -7.14% | +27.76% | -18.40% | -21.98% | 19:52 | 14:13 | 17:59 | 18:57 | 20:05 | 39:18 | 02:06 | 01:33 |
 | Mirana | 7 | 7.95% | 88.0 | 85.71% | +37.56% | +14.29% | -35.71% | -6.93% | 25:16 | 13:20 | 18:26 | 20:27 | 25:39 | 46:28 | 07:13 | 05:20 |
 | Snapfire | 16 | 6.50% | 86.0 | 75.00% | +26.74% | -25.00% | +25.00% | 4.75% | 21:00 | 12:07 | 15:23 | 19:18 | 25:54 | 32:52 | 10:31 | 07:47 |
 | Chen | 11 | 14.67% | 84.0 | 72.73% | +7.10% | +27.27% | -6.06% | 0.00% | 30:47 | 19:38 | 24:32 | 28:09 | 36:20 | 42:17 | 11:48 | 08:44 |
 | Treant Protector | 4 | 4.04% | 82.0 | 100.00% | +41.05% | 0.00% | 0.00% | 0.00% | 28:01 | 21:22 | 21:22 | 23:49 | 27:40 | 39:14 | 06:18 | 04:40 |
 | Enchantress | 22 | 12.87% | 80.0 | 63.64% | +18.67% | +3.03% | -23.64% | -1.77% | 22:29 | 11:49 | 15:40 | 18:06 | 30:45 | 40:21 | 15:05 | 11:10 |
 | Earth Spirit | 3 | 5.00% | 78.0 | 100.00% | +40.35% | 0.00% | 0.00% | 0.00% | 22:39 | 15:54 | 15:54 | 23:26 | 28:36 | 28:36 | 12:42 | 09:24 |
 | Crystal Maiden | 18 | 26.47% | 76.0 | 55.56% | +27.56% | -15.56% | -5.56% | 2.15% | 23:13 | 14:35 | 18:44 | 19:41 | 23:23 | 53:02 | 04:39 | 03:26 |
 | Undying | 2 | 8.70% | 74.0 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 20:54 | 20:06 | 20:06 | 21:42 | 21:42 | 21:42 | 01:36 | 01:11 |
 | Venomancer | 6 | 18.18% | 72.0 | 66.67% | +22.23% | -16.67% | -66.67% | -9.71% | 20:42 | 15:00 | 18:05 | 21:24 | 23:14 | 24:19 | 05:09 | 03:48 |
 | Clockwerk | 26 | 13.61% | 70.0 | 50.00% | +2.73% | -7.14% | +50.00% | 9.39% | 21:11 | 15:59 | 17:54 | 19:58 | 23:59 | 31:58 | 06:05 | 04:30 |
 | Batrider | 28 | 27.18% | 68.0 | 42.86% | -9.14% | +14.28% | -14.29% | -15.87% | 11:18 | 07:23 | 10:02 | 10:38 | 11:50 | 20:43 | 01:48 | 01:20 |
 | Abaddon | 8 | 22.86% | 66.0 | 50.00% | +5.56% | 0.00% | -50.00% | -7.58% | 24:57 | 18:53 | 18:57 | 21:39 | 25:33 | 44:42 | 06:36 | 04:53 |
 | Marci | 15 | 4.70% | 64.0 | 53.33% | +3.99% | +46.67% | -3.33% | -7.54% | 22:15 | 13:57 | 17:58 | 21:49 | 24:36 | 33:42 | 06:38 | 04:54 |
 | Broodmother | 1 | 12.50% | 62.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 11:51 | 00:00 | 00:00 |
 | Dazzle | 4 | 3.42% | 60.0 | 75.00% | +28.10% | +25.00% | +25.00% | 0.00% | 22:36 | 21:31 | 21:31 | 21:32 | 22:19 | 25:02 | 00:48 | 00:35 |
 | Bane | 2 | 1.83% | 58.0 | 100.00% | +42.99% | 0.00% | 0.00% | 0.00% | 38:57 | 28:58 | 28:58 | 48:55 | 48:55 | 48:55 | 19:57 | 14:46 |
 | Tusk | 5 | 4.85% | 56.0 | 60.00% | +11.02% | -60.00% | +40.00% | 19.61% | 22:55 | 16:41 | 16:41 | 19:08 | 21:47 | 39:00 | 05:06 | 03:46 |
 | Jakiro | 3 | 4.55% | 54.0 | 66.67% | +20.64% | -66.67% | 0.00% | 0.00% | 31:48 | 20:21 | 20:21 | 29:25 | 45:39 | 45:39 | 25:18 | 18:44 |
 | Vengeful Spirit | 1 | 4.17% | 52.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 24:29 | 00:00 | 00:00 |
 | Nature's Prophet | 6 | 5.50% | 50.0 | 50.00% | -0.49% | 0.00% | -50.00% | 0.00% | 20:37 | 08:59 | 09:58 | 13:05 | 27:24 | 45:39 | 17:26 | 12:54 |
 | Dawnbreaker | 8 | 2.49% | 48.0 | 50.00% | +6.55% | -50.00% | +50.00% | 0.00% | 26:28 | 15:01 | 18:37 | 25:44 | 27:33 | 38:41 | 08:56 | 06:37 |
 | Warlock | 6 | 4.69% | 46.0 | 50.00% | 0.00% | 0.00% | -50.00% | 0.00% | 29:59 | 18:53 | 19:42 | 26:24 | 28:06 | 59:22 | 08:24 | 06:13 |
 | Sven | 1 | 3.57% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 36:27 | 00:00 | 00:00 |
 | Alchemist | 3 | 2.68% | 42.0 | 66.67% | +24.47% | -66.67% | 0.00% | 0.00% | 19:50 | 17:41 | 17:41 | 18:50 | 23:00 | 23:00 | 05:19 | 03:56 |
 | Ogre Magi | 1 | 2.17% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Pugna | 5 | 12.20% | 38.0 | 40.00% | +3.89% | -40.00% | +60.00% | 19.54% | 22:21 | 18:47 | 18:47 | 22:38 | 23:54 | 25:15 | 05:07 | 03:47 |
 | Grimstroke | 1 | 1.00% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 29:50 | 00:00 | 00:00 |
 | Enigma | 4 | 2.45% | 34.0 | 50.00% | -11.01% | +50.00% | +50.00% | 0.00% | 12:44 | 09:01 | 09:01 | 09:30 | 10:44 | 21:41 | 01:43 | 01:16 |
 | Keeper of the Light | 1 | 0.68% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:36 | 17:36 | 17:36 | 17:36 | 17:36 | 17:36 | 00:00 | 00:00 |
 | Tiny | 4 | 0.82% | 30.0 | 50.00% | -2.81% | +50.00% | +50.00% | 0.00% | 27:23 | 23:21 | 23:21 | 24:48 | 30:15 | 31:06 | 06:54 | 05:06 |
 | Hoodwink | 2 | 1.96% | 28.0 | 50.00% | +7.00% | +50.00% | 0.00% | 0.00% | 42:35 | 35:04 | 35:04 | 50:05 | 50:05 | 50:05 | 15:01 | 11:07 |
 | Ember Spirit | 2 | 1.15% | 26.0 | 50.00% | +6.40% | -50.00% | 0.00% | 0.00% | 10:15 | 08:45 | 08:45 | 11:44 | 11:44 | 11:44 | 02:59 | 02:12 |
 | Monkey King | 2 | 0.97% | 24.0 | 50.00% | -0.98% | -50.00% | 0.00% | 0.00% | 15:17 | 12:48 | 12:48 | 17:45 | 17:45 | 17:45 | 04:57 | 03:40 |
 | Invoker | 4 | 7.41% | 22.0 | 25.00% | -19.00% | -25.00% | -25.00% | 0.00% | 17:32 | 09:29 | 09:29 | 11:52 | 23:05 | 25:43 | 13:36 | 10:04 |
 | Doom | 3 | 2.48% | 20.0 | 33.33% | -14.98% | -33.33% | 0.00% | 0.00% | 12:56 | 11:15 | 11:15 | 11:17 | 16:16 | 16:16 | 05:01 | 03:42 |
 | Razor | 3 | 1.40% | 18.0 | 33.33% | -13.12% | +66.67% | 0.00% | 0.00% | 14:53 | 13:02 | 13:02 | 13:11 | 18:27 | 18:27 | 05:25 | 04:00 |
 | Weaver | 1 | 1.04% | 16.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 16:23 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 0.89% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 32:31 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 5.88% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 21:31 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 25.00% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 15:55 | 00:00 | 00:00 |
 | Death Prophet | 1 | 0.61% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 18:03 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.39% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 12:47 | 00:00 | 00:00 |
 | Windranger | 1 | 1.75% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 29:10 | 00:00 | 00:00 |
 | Disruptor | 1 | 4.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 27:51 | 00:00 | 00:00 |