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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 | |
 | Force Staff | 496 | 12.07% | 83.8 | 56.85% | +10.68% | +3.63% | -0.40% | -0.42% | 27:58 | 11:34 | 22:22 | 27:00 | 31:52 | 60:00 | 07:02 |
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 | |
 | Sniper | 2 | 100.00% | 100.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 24:30 | 21:11 | 21:11 | 27:49 | 27:49 | 27:49 | 06:38 | 04:54 |
 | Elder Titan | 22 | 33.85% | 98.4 | 81.82% | +35.31% | +18.18% | +18.18% | 0.00% | 27:32 | 15:49 | 21:54 | 25:45 | 31:33 | 40:16 | 09:39 | 07:08 |
 | Nyx Assassin | 23 | 29.49% | 96.8 | 73.91% | +13.91% | +9.42% | -23.91% | -2.80% | 27:20 | 18:21 | 20:47 | 25:45 | 32:41 | 47:17 | 11:54 | 08:48 |
 | Snapfire | 37 | 25.34% | 95.2 | 67.57% | +21.70% | +21.32% | -12.01% | -2.44% | 29:20 | 16:05 | 21:03 | 25:20 | 34:44 | 58:55 | 13:41 | 10:08 |
 | Ogre Magi | 2 | 20.00% | 93.5 | 100.00% | +25.00% | 0.00% | 0.00% | 0.00% | 34:59 | 24:59 | 24:59 | 44:58 | 44:58 | 44:58 | 19:59 | 14:48 |
 | Venomancer | 8 | 57.14% | 91.9 | 62.50% | +12.50% | -12.50% | -12.50% | 0.00% | 23:19 | 11:34 | 17:16 | 18:23 | 27:16 | 42:41 | 10:00 | 07:24 |
 | Jakiro | 1 | 33.33% | 90.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 27:36 | 00:00 | 00:00 |
 | Clockwerk | 14 | 31.82% | 88.7 | 64.29% | +24.29% | +10.71% | +2.38% | -1.00% | 27:42 | 18:35 | 22:14 | 25:53 | 30:34 | 45:54 | 08:20 | 06:10 |
 | Lion | 49 | 38.28% | 87.1 | 57.14% | +17.90% | -15.47% | +1.19% | 2.61% | 29:20 | 18:55 | 25:29 | 29:02 | 31:52 | 44:39 | 06:23 | 04:43 |
 | Enchantress | 37 | 45.68% | 85.5 | 56.76% | -4.60% | -1.20% | -1.20% | 0.00% | 29:33 | 16:38 | 25:20 | 28:08 | 32:03 | 47:04 | 06:43 | 04:58 |
 | Lina | 16 | 32.00% | 83.9 | 62.50% | +12.50% | +12.50% | +12.50% | 0.00% | 27:02 | 19:35 | 22:19 | 25:41 | 26:38 | 44:26 | 04:19 | 03:11 |
 | Grimstroke | 13 | 13.68% | 82.3 | 69.23% | +28.99% | -35.90% | -2.56% | 2.88% | 28:44 | 18:40 | 22:12 | 27:51 | 33:46 | 44:41 | 11:34 | 08:34 |
 | Crystal Maiden | 5 | 55.56% | 80.6 | 60.00% | +60.00% | -60.00% | +40.00% | 15.00% | 26:39 | 21:45 | 21:45 | 25:36 | 28:25 | 34:41 | 06:40 | 04:56 |
 | Witch Doctor | 10 | 40.00% | 79.0 | 60.00% | +20.00% | +6.67% | +40.00% | 4.19% | 34:02 | 20:49 | 29:46 | 31:54 | 37:43 | 47:10 | 07:57 | 05:53 |
 | Medusa | 3 | 5.56% | 77.4 | 100.00% | +52.94% | 0.00% | 0.00% | 0.00% | 25:03 | 18:44 | 18:44 | 24:09 | 32:17 | 32:17 | 13:33 | 10:02 |
 | Undying | 2 | 11.11% | 75.8 | 100.00% | +56.25% | 0.00% | 0.00% | 0.00% | 30:35 | 30:22 | 30:22 | 30:47 | 30:47 | 30:47 | 00:25 | 00:18 |
 | Oracle | 5 | 9.09% | 74.2 | 80.00% | +42.00% | +20.00% | +20.00% | 0.00% | 27:18 | 21:12 | 21:12 | 28:13 | 30:43 | 34:56 | 09:31 | 07:02 |
 | Centaur Warrunner | 8 | 5.67% | 72.6 | 75.00% | +27.63% | +25.00% | +25.00% | 0.00% | 26:15 | 18:14 | 23:19 | 24:26 | 28:04 | 33:33 | 04:45 | 03:31 |
 | Drow Ranger | 13 | 72.22% | 71.0 | 46.15% | +6.15% | -12.82% | -12.82% | 0.00% | 23:28 | 15:38 | 19:02 | 22:58 | 24:40 | 37:27 | 05:38 | 04:10 |
 | Winter Wyvern | 4 | 16.67% | 69.4 | 75.00% | +25.00% | +25.00% | -75.00% | -20.20% | 30:11 | 26:55 | 26:55 | 28:11 | 31:52 | 33:45 | 04:57 | 03:40 |
 | Tusk | 5 | 7.35% | 67.7 | 80.00% | +32.38% | +20.00% | -80.00% | 0.00% | 31:09 | 26:56 | 26:56 | 29:18 | 33:30 | 37:10 | 06:34 | 04:51 |
 | Hoodwink | 4 | 16.00% | 66.1 | 75.00% | +32.14% | -75.00% | +25.00% | 30.30% | 35:32 | 25:59 | 25:59 | 26:53 | 29:17 | 60:00 | 03:18 | 02:26 |
 | Templar Assassin | 6 | 17.65% | 64.5 | 66.67% | +16.67% | +33.33% | -66.67% | 0.00% | 29:44 | 19:31 | 21:26 | 27:34 | 37:36 | 41:44 | 16:10 | 11:58 |
 | Ancient Apparition | 25 | 35.21% | 62.9 | 48.00% | -15.04% | -14.67% | +2.00% | 1.98% | 28:45 | 18:11 | 23:12 | 28:57 | 31:38 | 44:02 | 08:26 | 06:14 |
 | Bane | 1 | 20.00% | 61.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Sand King | 9 | 24.32% | 59.7 | 55.56% | +16.27% | -5.56% | -55.56% | 0.00% | 22:50 | 18:49 | 19:11 | 23:00 | 23:20 | 32:35 | 04:09 | 03:04 |
 | Death Prophet | 6 | 10.53% | 58.1 | 66.67% | +27.45% | -16.67% | -66.67% | 0.00% | 27:28 | 22:10 | 22:15 | 23:21 | 32:42 | 36:06 | 10:27 | 07:44 |
 | Mirana | 14 | 22.95% | 56.5 | 50.00% | -1.06% | 0.00% | -16.67% | -3.05% | 29:00 | 17:26 | 25:48 | 29:33 | 31:16 | 42:05 | 05:28 | 04:02 |
 | Keeper of the Light | 1 | 16.67% | 54.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 19:08 | 00:00 | 00:00 |
 | Legion Commander | 2 | 5.00% | 53.2 | 100.00% | +47.37% | 0.00% | 0.00% | 0.00% | 33:29 | 22:14 | 22:14 | 44:43 | 44:43 | 44:43 | 22:29 | 16:39 |
 | Axe | 2 | 4.55% | 51.6 | 100.00% | +54.76% | 0.00% | 0.00% | 0.00% | 22:45 | 20:17 | 20:17 | 25:12 | 25:12 | 25:12 | 04:55 | 03:38 |
 | Abaddon | 9 | 13.64% | 50.0 | 55.56% | +6.44% | -5.56% | -55.56% | -8.22% | 27:13 | 19:47 | 22:07 | 26:33 | 28:12 | 41:34 | 06:05 | 04:30 |
 | Viper | 15 | 48.39% | 48.4 | 40.00% | -16.25% | +35.00% | -40.00% | -8.44% | 27:14 | 15:36 | 20:54 | 27:47 | 29:47 | 46:08 | 08:53 | 06:34 |
 | Shadow Demon | 8 | 25.00% | 46.8 | 50.00% | -4.17% | 0.00% | +50.00% | 4.82% | 32:58 | 23:00 | 24:23 | 27:15 | 34:46 | 50:37 | 10:23 | 07:41 |
 | Tidehunter | 10 | 19.23% | 45.2 | 50.00% | -4.76% | -16.67% | 0.00% | 0.00% | 26:47 | 19:05 | 23:00 | 27:28 | 30:08 | 33:03 | 07:08 | 05:17 |
 | Magnus | 5 | 14.71% | 43.5 | 60.00% | -2.07% | -60.00% | +40.00% | 0.00% | 25:48 | 18:05 | 18:05 | 26:20 | 31:15 | 32:30 | 13:10 | 09:45 |
 | Warlock | 10 | 16.95% | 41.9 | 50.00% | -11.22% | -50.00% | 0.00% | 0.00% | 29:04 | 18:54 | 20:50 | 24:26 | 35:12 | 47:53 | 14:22 | 10:38 |
 | Phoenix | 2 | 2.99% | 40.3 | 100.00% | +63.08% | 0.00% | 0.00% | 0.00% | 16:14 | 15:49 | 15:49 | 16:38 | 16:38 | 16:38 | 00:49 | 00:36 |
 | Skywrath Mage | 3 | 14.29% | 38.7 | 66.67% | +33.34% | +33.33% | 0.00% | 0.00% | 26:16 | 20:34 | 20:34 | 27:38 | 30:36 | 30:36 | 10:02 | 07:25 |
 | Pudge | 2 | 50.00% | 37.1 | 50.00% | 0.00% | +50.00% | 0.00% | -12.10% | 29:48 | 27:44 | 27:44 | 31:52 | 31:52 | 31:52 | 04:08 | 03:03 |
 | Dazzle | 5 | 45.45% | 35.5 | 40.00% | -26.67% | -40.00% | -40.00% | 0.00% | 21:32 | 17:59 | 17:59 | 22:39 | 24:06 | 24:24 | 06:07 | 04:31 |
 | Luna | 10 | 20.41% | 33.9 | 40.00% | -6.15% | +26.67% | -40.00% | -8.79% | 34:57 | 20:10 | 29:50 | 33:17 | 37:25 | 53:34 | 07:35 | 05:37 |
 | Invoker | 7 | 19.44% | 32.3 | 42.86% | -8.86% | -42.86% | +7.14% | 24.59% | 21:45 | 17:17 | 18:46 | 19:59 | 20:48 | 33:31 | 02:02 | 01:30 |
 | Omniknight | 2 | 28.57% | 30.6 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 40:30 | 32:05 | 32:05 | 48:55 | 48:55 | 48:55 | 16:50 | 12:28 |
 | Treant Protector | 4 | 10.53% | 29.0 | 50.00% | +8.82% | +50.00% | -50.00% | 0.00% | 27:02 | 22:40 | 22:40 | 23:15 | 26:50 | 35:24 | 04:10 | 03:05 |
 | Nature's Prophet | 1 | 3.45% | 27.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 24:27 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.04% | 25.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |
 | Gyrocopter | 7 | 14.29% | 24.2 | 28.57% | -14.29% | -28.57% | -28.57% | 0.00% | 23:25 | 16:21 | 19:39 | 22:41 | 26:06 | 29:45 | 06:27 | 04:46 |
 | Tiny | 18 | 13.14% | 22.6 | 22.22% | -29.04% | -2.22% | +27.78% | 7.89% | 27:51 | 19:02 | 26:48 | 27:54 | 30:36 | 32:10 | 03:48 | 02:48 |
 | Shadow Shaman | 3 | 16.67% | 21.0 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 23:47 | 22:12 | 22:12 | 23:00 | 26:10 | 26:10 | 03:58 | 02:56 |
 | Batrider | 3 | 13.64% | 19.4 | 33.33% | -24.56% | +66.67% | 0.00% | 0.00% | 26:20 | 19:22 | 19:22 | 27:24 | 32:15 | 32:15 | 12:53 | 09:32 |
 | Leshrac | 2 | 2.70% | 17.7 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 16:31 | 16:12 | 16:12 | 16:50 | 16:50 | 16:50 | 00:38 | 00:28 |
 | Rubick | 5 | 16.13% | 16.1 | 20.00% | -6.92% | -20.00% | -20.00% | 0.00% | 27:53 | 17:04 | 17:04 | 30:11 | 31:26 | 31:36 | 14:22 | 10:38 |
 | Bounty Hunter | 3 | 42.86% | 14.5 | 0.00% | -25.00% | 0.00% | 0.00% | 0.00% | 20:40 | 18:50 | 18:50 | 18:50 | 24:21 | 24:21 | 05:31 | 04:05 |
 | Void Spirit | 1 | 1.61% | 12.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Arc Warden | 2 | 22.22% | 11.3 | 0.00% | -42.86% | 0.00% | 0.00% | 0.00% | 28:46 | 22:56 | 22:56 | 34:36 | 34:36 | 34:36 | 11:40 | 08:38 |
 | Outworld Destroyer | 1 | 25.00% | 9.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 20:01 | 00:00 | 00:00 |
 | Earthshaker | 1 | 25.00% | 8.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 35:39 | 00:00 | 00:00 |
 | Io | 1 | 2.86% | 6.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 27:54 | 00:00 | 00:00 |
 | Underlord | 1 | 4.17% | 4.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 19:18 | 00:00 | 00:00 |
 | Bloodseeker | 3 | 12.00% | 3.2 | 0.00% | -40.91% | 0.00% | 0.00% | 0.00% | 25:02 | 16:36 | 16:36 | 27:39 | 30:51 | 30:51 | 14:15 | 10:33 |
 | Disruptor | 2 | 13.33% | 1.6 | 0.00% | -69.23% | 0.00% | 0.00% | 0.00% | 27:28 | 25:18 | 25:18 | 29:38 | 29:38 | 29:38 | 04:20 | 03:12 |