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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 | 911 | 12.16% | 69.4 | 55.54% | +9.20% | +2.79% | -5.98% | -0.81% | 27:44 | 11:51 | 21:53 | 26:42 | 32:39 | 56:34 | 07:58 |
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 | |
 | Terrorblade | 13 | 13.27% | 100.0 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 33:14 | 28:34 | 30:29 | 32:31 | 34:41 | 41:44 | 04:12 | 03:06 |
 | Medusa | 29 | 19.21% | 98.6 | 79.31% | +29.31% | +20.69% | -36.45% | -5.45% | 32:25 | 21:31 | 25:52 | 31:47 | 36:21 | 48:17 | 10:29 | 07:45 |
 | Shadow Shaman | 7 | 6.93% | 97.1 | 100.00% | +52.13% | 0.00% | 0.00% | 0.00% | 26:54 | 14:25 | 18:02 | 28:13 | 32:29 | 36:08 | 14:27 | 10:42 |
 | Chen | 3 | 23.08% | 95.7 | 100.00% | +70.00% | 0.00% | 0.00% | 0.00% | 24:46 | 22:50 | 22:50 | 23:11 | 28:18 | 28:18 | 05:28 | 04:02 |
 | Lion | 8 | 47.06% | 94.3 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 30:06 | 22:44 | 23:17 | 30:02 | 33:06 | 37:40 | 09:49 | 07:16 |
 | Ancient Apparition | 9 | 31.03% | 92.9 | 77.78% | +37.78% | +22.22% | -27.78% | -2.48% | 30:17 | 13:25 | 16:34 | 30:48 | 36:44 | 42:23 | 20:10 | 14:56 |
 | Enchantress | 77 | 60.16% | 91.4 | 63.64% | +24.42% | +4.78% | -5.75% | -1.43% | 25:23 | 15:22 | 20:16 | 23:43 | 27:37 | 49:52 | 07:21 | 05:26 |
 | Treant Protector | 7 | 17.07% | 90.0 | 85.71% | +41.59% | +14.29% | +14.29% | 0.00% | 36:06 | 30:07 | 33:58 | 34:45 | 35:10 | 43:02 | 01:12 | 00:53 |
 | Dazzle | 2 | 25.00% | 88.6 | 100.00% | +83.33% | 0.00% | 0.00% | 0.00% | 27:56 | 17:02 | 17:02 | 38:50 | 38:50 | 38:50 | 21:48 | 16:08 |
 | Dawnbreaker | 3 | 15.00% | 87.1 | 100.00% | +58.82% | 0.00% | 0.00% | 0.00% | 21:22 | 16:03 | 16:03 | 20:46 | 27:18 | 27:18 | 11:15 | 08:20 |
 | Ogre Magi | 25 | 33.33% | 85.7 | 68.00% | +32.00% | +15.33% | -1.33% | -1.41% | 29:17 | 18:50 | 22:16 | 29:16 | 34:03 | 40:49 | 11:47 | 08:43 |
 | Drow Ranger | 14 | 63.64% | 84.3 | 57.14% | +19.64% | -7.14% | -57.14% | -4.44% | 25:42 | 15:20 | 19:20 | 25:45 | 30:35 | 44:43 | 11:15 | 08:20 |
 | Keeper of the Light | 112 | 61.54% | 82.9 | 52.68% | -1.61% | +0.89% | +0.89% | 0.00% | 21:14 | 11:51 | 16:08 | 20:12 | 25:09 | 37:42 | 09:01 | 06:40 |
 | Templar Assassin | 45 | 31.03% | 81.4 | 57.78% | +10.78% | +14.95% | -12.33% | -3.01% | 31:47 | 21:47 | 26:37 | 31:32 | 35:41 | 48:13 | 09:04 | 06:42 |
 | Death Prophet | 15 | 6.91% | 80.0 | 73.33% | +23.83% | +1.67% | +1.67% | 0.00% | 25:57 | 16:06 | 22:14 | 24:31 | 26:51 | 37:04 | 04:37 | 03:25 |
 | Phoenix | 3 | 5.88% | 78.6 | 100.00% | +45.83% | 0.00% | 0.00% | 0.00% | 19:56 | 15:18 | 15:18 | 19:11 | 25:18 | 25:18 | 10:00 | 07:24 |
 | Doom | 5 | 11.90% | 77.1 | 80.00% | +28.65% | +20.00% | +20.00% | 0.00% | 37:54 | 26:48 | 26:48 | 41:37 | 42:19 | 44:34 | 15:31 | 11:29 |
 | Axe | 2 | 11.76% | 75.7 | 100.00% | +46.67% | 0.00% | 0.00% | 0.00% | 34:42 | 33:00 | 33:00 | 36:24 | 36:24 | 36:24 | 03:24 | 02:31 |
 | Pugna | 49 | 37.98% | 74.3 | 51.02% | +7.27% | -9.35% | -17.69% | -1.21% | 25:45 | 14:54 | 20:21 | 24:42 | 27:14 | 56:34 | 06:53 | 05:05 |
 | Bane | 42 | 18.26% | 72.9 | 54.76% | -1.62% | +8.88% | -14.76% | -2.25% | 31:42 | 20:30 | 25:51 | 29:30 | 36:21 | 51:05 | 10:30 | 07:46 |
 | Mirana | 40 | 27.03% | 71.4 | 52.50% | -3.98% | -2.50% | +7.50% | 1.11% | 27:55 | 16:57 | 22:41 | 28:07 | 31:40 | 41:24 | 08:59 | 06:39 |
 | Sniper | 4 | 80.00% | 70.0 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 34:13 | 25:49 | 25:49 | 27:04 | 37:26 | 46:34 | 11:37 | 08:36 |
 | Grimstroke | 26 | 14.29% | 68.6 | 57.69% | +17.31% | -0.55% | -7.69% | -0.74% | 28:57 | 14:43 | 23:52 | 25:40 | 33:31 | 47:51 | 09:39 | 07:08 |
 | Hoodwink | 56 | 29.32% | 67.1 | 50.00% | +7.04% | -7.14% | 0.00% | 0.79% | 27:23 | 16:27 | 21:49 | 25:25 | 30:50 | 52:15 | 09:01 | 06:40 |
 | Outworld Destroyer | 1 | 25.00% | 65.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 16:46 | 00:00 | 00:00 |
 | Shadow Demon | 10 | 8.13% | 64.3 | 70.00% | +14.25% | +30.00% | -20.00% | 0.00% | 31:43 | 19:50 | 20:53 | 27:32 | 43:39 | 44:55 | 22:46 | 16:51 |
 | Viper | 25 | 48.08% | 62.9 | 48.00% | +18.37% | -14.67% | +18.67% | 1.98% | 30:25 | 14:34 | 22:30 | 28:26 | 39:20 | 49:59 | 16:50 | 12:28 |
 | Abaddon | 18 | 20.00% | 61.4 | 55.56% | -13.88% | -15.56% | -30.56% | -1.79% | 30:11 | 20:15 | 25:53 | 27:16 | 34:15 | 44:14 | 08:22 | 06:11 |
 | Rubick | 19 | 25.00% | 60.0 | 52.63% | -1.76% | -12.63% | +7.37% | 2.08% | 26:54 | 14:15 | 19:57 | 24:43 | 29:34 | 47:09 | 09:37 | 07:07 |
 | Vengeful Spirit | 4 | 13.79% | 58.6 | 75.00% | +15.00% | +25.00% | +25.00% | 0.00% | 29:12 | 25:23 | 25:23 | 28:01 | 29:22 | 34:03 | 03:59 | 02:57 |
 | Luna | 8 | 15.38% | 57.1 | 62.50% | +23.86% | -12.50% | -12.50% | 0.00% | 32:58 | 22:55 | 26:11 | 31:19 | 39:22 | 44:43 | 13:11 | 09:45 |
 | Skywrath Mage | 15 | 18.75% | 55.7 | 53.33% | -0.52% | -3.33% | -3.33% | 0.00% | 28:48 | 17:08 | 22:21 | 31:06 | 32:34 | 39:13 | 10:13 | 07:34 |
 | Crystal Maiden | 3 | 25.00% | 54.3 | 66.67% | +22.23% | +33.33% | 0.00% | 0.00% | 25:47 | 19:33 | 19:33 | 20:04 | 37:44 | 37:44 | 18:11 | 13:28 |
 | Elder Titan | 1 | 16.67% | 52.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 25:05 | 00:00 | 00:00 |
 | Venomancer | 6 | 40.00% | 51.4 | 50.00% | +16.67% | +50.00% | -50.00% | -20.41% | 23:34 | 13:53 | 19:03 | 20:04 | 23:57 | 44:21 | 04:54 | 03:37 |
 | Tiny | 14 | 5.26% | 50.0 | 57.14% | +3.97% | +17.86% | -23.81% | -5.33% | 27:39 | 21:34 | 23:45 | 27:01 | 31:34 | 35:36 | 07:49 | 05:47 |
 | Jakiro | 11 | 32.35% | 48.6 | 45.45% | -19.77% | -12.12% | -12.12% | 0.00% | 26:53 | 18:53 | 23:10 | 25:24 | 31:16 | 33:01 | 08:06 | 06:00 |
 | Lina | 9 | 10.71% | 47.1 | 55.56% | +7.56% | +44.44% | -55.56% | -4.54% | 33:49 | 16:53 | 21:01 | 32:24 | 43:03 | 55:35 | 22:02 | 16:19 |
 | Clockwerk | 23 | 35.94% | 45.7 | 39.13% | -4.77% | -5.80% | -22.46% | -2.02% | 28:20 | 16:09 | 23:29 | 26:50 | 31:45 | 51:38 | 08:16 | 06:07 |
 | Silencer | 1 | 12.50% | 44.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 23:57 | 00:00 | 00:00 |
 | Nyx Assassin | 8 | 20.51% | 42.9 | 50.00% | -4.84% | +50.00% | 0.00% | -6.06% | 23:16 | 16:31 | 16:44 | 22:03 | 24:59 | 34:47 | 08:15 | 06:06 |
 | Undying | 17 | 25.76% | 41.4 | 41.18% | -3.72% | +8.82% | +8.82% | 0.00% | 30:20 | 18:28 | 22:46 | 27:28 | 35:30 | 50:40 | 12:44 | 09:25 |
 | Batrider | 9 | 20.93% | 40.0 | 44.44% | +6.20% | +5.56% | -44.44% | 0.00% | 27:59 | 17:44 | 19:32 | 27:35 | 35:28 | 37:01 | 15:56 | 11:48 |
 | Lich | 4 | 20.00% | 38.6 | 50.00% | +12.50% | -50.00% | -50.00% | 0.00% | 33:00 | 24:16 | 24:16 | 33:29 | 35:56 | 38:17 | 11:40 | 08:38 |
 | Weaver | 8 | 6.40% | 37.1 | 50.00% | -1.28% | 0.00% | +50.00% | 10.00% | 25:53 | 18:52 | 21:35 | 22:09 | 26:35 | 40:47 | 05:00 | 03:42 |
 | Snapfire | 19 | 17.43% | 35.7 | 31.58% | +1.58% | +28.42% | -11.58% | -5.77% | 25:43 | 17:37 | 21:18 | 25:07 | 28:14 | 36:13 | 06:56 | 05:08 |
 | Tusk | 7 | 7.95% | 34.3 | 42.86% | -1.58% | +57.14% | +7.14% | -4.38% | 29:18 | 20:06 | 20:36 | 28:05 | 32:01 | 44:23 | 11:25 | 08:27 |
 | Underlord | 1 | 2.78% | 32.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 19:47 | 00:00 | 00:00 |
 | Omniknight | 5 | 17.24% | 31.4 | 40.00% | -10.00% | -40.00% | +60.00% | 14.60% | 28:00 | 23:22 | 23:22 | 28:10 | 30:13 | 31:16 | 06:51 | 05:04 |
 | Clinkz | 2 | 20.00% | 30.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 47:51 | 47:00 | 47:00 | 48:41 | 48:41 | 48:41 | 01:41 | 01:14 |
 | Magnus | 2 | 14.29% | 28.6 | 50.00% | -8.33% | +50.00% | 0.00% | 0.00% | 26:01 | 23:16 | 23:16 | 28:45 | 28:45 | 28:45 | 05:29 | 04:03 |
 | Oracle | 2 | 14.29% | 27.1 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 31:16 | 28:36 | 28:36 | 33:56 | 33:56 | 33:56 | 05:20 | 03:57 |
 | Sand King | 7 | 2.49% | 25.7 | 42.86% | -9.33% | +7.14% | -42.86% | 0.00% | 25:08 | 13:44 | 17:00 | 27:08 | 28:33 | 37:13 | 11:33 | 08:33 |
 | Dark Willow | 2 | 13.33% | 24.3 | 50.00% | +11.54% | +50.00% | 0.00% | 0.00% | 19:52 | 18:35 | 18:35 | 21:08 | 21:08 | 21:08 | 02:33 | 01:53 |
 | Disruptor | 7 | 22.58% | 22.9 | 28.57% | -4.76% | +21.43% | -28.57% | -6.59% | 27:55 | 20:18 | 22:43 | 29:50 | 30:18 | 34:02 | 07:35 | 05:37 |
 | Tidehunter | 5 | 6.76% | 21.4 | 40.00% | +8.12% | -40.00% | +60.00% | 0.00% | 30:38 | 22:30 | 22:30 | 30:38 | 35:27 | 37:28 | 12:57 | 09:35 |
 | Winter Wyvern | 2 | 10.53% | 20.0 | 50.00% | -2.94% | -50.00% | 0.00% | 0.00% | 24:33 | 24:30 | 24:30 | 24:35 | 24:35 | 24:35 | 00:05 | 00:03 |
 | Necrophos | 6 | 8.96% | 18.6 | 33.33% | -22.41% | -33.33% | -33.33% | 0.00% | 20:45 | 13:46 | 16:53 | 18:15 | 25:11 | 26:53 | 08:18 | 06:08 |
 | Mars | 1 | 0.39% | 17.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 34:10 | 00:00 | 00:00 |
 | Gyrocopter | 9 | 11.84% | 15.7 | 22.22% | -19.57% | -22.22% | -22.22% | 0.00% | 35:12 | 28:55 | 31:10 | 33:00 | 35:53 | 49:47 | 04:43 | 03:29 |
 | Invoker | 2 | 2.78% | 14.3 | 50.00% | +5.71% | -50.00% | 0.00% | 0.00% | 18:14 | 17:55 | 17:55 | 18:32 | 18:32 | 18:32 | 00:37 | 00:27 |
 | Techies | 5 | 20.83% | 12.9 | 20.00% | -11.58% | -20.00% | -20.00% | 0.00% | 30:32 | 21:48 | 21:48 | 26:16 | 32:46 | 45:40 | 10:58 | 08:07 |
 | Dragon Knight | 5 | 2.54% | 11.4 | 20.00% | -32.08% | -20.00% | -20.00% | 0.00% | 35:50 | 21:48 | 21:48 | 34:07 | 47:03 | 47:21 | 25:15 | 18:42 |
 | Beastmaster | 2 | 4.26% | 10.0 | 0.00% | -62.22% | 0.00% | 0.00% | 0.00% | 33:17 | 31:06 | 31:06 | 35:27 | 35:27 | 35:27 | 04:21 | 03:13 |
 | Monkey King | 2 | 1.85% | 8.6 | 0.00% | -49.06% | 0.00% | 0.00% | 0.00% | 25:45 | 20:40 | 20:40 | 30:50 | 30:50 | 30:50 | 10:10 | 07:31 |
 | Nature's Prophet | 1 | 4.35% | 7.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 45:19 | 00:00 | 00:00 |
 | Earth Spirit | 3 | 4.69% | 5.7 | 0.00% | -50.82% | 0.00% | 0.00% | 0.00% | 33:26 | 29:16 | 29:16 | 32:41 | 38:21 | 38:21 | 09:05 | 06:43 |
 | Centaur Warrunner | 1 | 4.35% | 4.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 22:36 | 00:00 | 00:00 |
 | Earthshaker | 2 | 20.00% | 2.9 | 0.00% | -37.50% | 0.00% | 0.00% | 0.00% | 32:30 | 24:56 | 24:56 | 40:04 | 40:04 | 40:04 | 15:08 | 11:12 |
 | Bloodseeker | 1 | 2.78% | 1.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 16:45 | 00:00 | 00:00 |