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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 | |
 | Ghost Scepter | 270 | 6.57% | 40.2 | 50.74% | +1.92% | +3.67% | -1.49% | -0.52% | 29:08 | 08:59 | 23:54 | 29:06 | 33:48 | 54:08 | 07:20 |
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 | |
 | Lich | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 27:58 | 00:00 | 00:00 |
 | Witch Doctor | 3 | 12.00% | 98.3 | 100.00% | +59.09% | 0.00% | 0.00% | 0.00% | 32:04 | 31:30 | 31:30 | 31:42 | 33:00 | 33:00 | 01:30 | 01:06 |
 | Snapfire | 29 | 19.86% | 96.7 | 65.52% | +17.66% | +5.91% | +5.91% | 0.00% | 32:29 | 18:33 | 27:27 | 33:02 | 36:42 | 43:15 | 09:15 | 06:51 |
 | Beastmaster | 8 | 15.69% | 95.0 | 75.00% | +21.51% | -25.00% | +25.00% | 0.00% | 31:24 | 17:26 | 24:19 | 32:03 | 35:32 | 41:15 | 11:13 | 08:18 |
 | Morphling | 25 | 52.08% | 93.3 | 56.00% | +3.83% | +10.67% | -22.67% | -4.43% | 19:00 | 08:59 | 14:56 | 18:10 | 22:28 | 29:43 | 07:32 | 05:34 |
 | Lion | 16 | 12.50% | 91.7 | 62.50% | +18.75% | +37.50% | +12.50% | 0.00% | 28:13 | 22:38 | 24:15 | 27:44 | 30:35 | 37:56 | 06:20 | 04:41 |
 | Pudge | 1 | 25.00% | 90.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 29:09 | 00:00 | 00:00 |
 | Crystal Maiden | 3 | 33.33% | 88.3 | 66.67% | +50.00% | -66.67% | 0.00% | 0.00% | 28:11 | 22:48 | 22:48 | 27:23 | 34:22 | 34:22 | 11:34 | 08:34 |
 | Broodmother | 4 | 14.29% | 86.7 | 75.00% | +37.50% | +25.00% | -75.00% | 0.00% | 30:05 | 21:01 | 21:01 | 30:51 | 32:26 | 36:01 | 11:25 | 08:27 |
 | Grimstroke | 14 | 14.74% | 85.0 | 57.14% | +15.16% | +17.86% | +9.53% | -0.96% | 28:19 | 16:17 | 22:39 | 30:14 | 31:20 | 39:14 | 08:41 | 06:25 |
 | Ancient Apparition | 14 | 19.72% | 83.3 | 50.00% | -9.65% | +25.00% | -16.67% | -5.80% | 27:41 | 15:05 | 22:39 | 26:13 | 29:50 | 49:45 | 07:11 | 05:19 |
 | Lone Druid | 1 | 14.29% | 81.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 54:08 | 00:00 | 00:00 |
 | Undying | 6 | 33.33% | 80.0 | 50.00% | 0.00% | +50.00% | -50.00% | -15.50% | 27:30 | 22:44 | 24:19 | 26:13 | 30:46 | 33:41 | 06:27 | 04:46 |
 | Tusk | 4 | 5.88% | 78.3 | 75.00% | +26.56% | +25.00% | +25.00% | 0.00% | 27:11 | 23:46 | 23:46 | 24:30 | 27:39 | 32:49 | 03:53 | 02:52 |
 | Spirit Breaker | 1 | 12.50% | 76.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 35:37 | 00:00 | 00:00 |
 | Enchantress | 2 | 2.47% | 75.0 | 100.00% | +41.77% | 0.00% | 0.00% | 0.00% | 28:15 | 24:20 | 24:20 | 32:09 | 32:09 | 32:09 | 07:49 | 05:47 |
 | Ogre Magi | 1 | 10.00% | 73.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 38:00 | 00:00 | 00:00 |
 | Oracle | 12 | 21.82% | 71.7 | 41.67% | -0.19% | -8.34% | -41.67% | -2.12% | 30:37 | 16:30 | 21:04 | 31:34 | 36:46 | 49:35 | 15:42 | 11:37 |
 | Venomancer | 1 | 7.14% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Disruptor | 1 | 6.67% | 68.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 23:50 | 00:00 | 00:00 |
 | Puck | 12 | 11.54% | 66.7 | 41.67% | -10.50% | -8.34% | -8.34% | 0.00% | 26:17 | 12:49 | 22:12 | 24:26 | 29:47 | 40:00 | 07:35 | 05:37 |
 | Keeper of the Light | 2 | 33.33% | 65.0 | 50.00% | +25.00% | +50.00% | 0.00% | 0.00% | 30:17 | 27:33 | 27:33 | 33:01 | 33:01 | 33:01 | 05:28 | 04:02 |
 | Terrorblade | 1 | 5.56% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 24:17 | 00:00 | 00:00 |
 | Nyx Assassin | 6 | 7.69% | 61.7 | 50.00% | -15.28% | 0.00% | +50.00% | 6.01% | 29:00 | 23:16 | 25:01 | 27:49 | 33:20 | 36:32 | 08:19 | 06:09 |
 | Winter Wyvern | 1 | 4.17% | 60.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:27 | 18:27 | 18:27 | 18:27 | 18:27 | 18:27 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 4.00% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:59 | 37:59 | 37:59 | 37:59 | 37:59 | 37:59 | 00:00 | 00:00 |
 | Riki | 2 | 25.00% | 56.7 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 32:48 | 27:23 | 27:23 | 38:13 | 38:13 | 38:13 | 10:50 | 08:01 |
 | Gyrocopter | 4 | 8.16% | 55.0 | 50.00% | +10.00% | -50.00% | +50.00% | 0.00% | 26:34 | 19:14 | 19:14 | 23:05 | 30:59 | 32:59 | 11:45 | 08:42 |
 | Lina | 4 | 8.00% | 53.3 | 50.00% | -4.35% | +50.00% | +50.00% | 0.00% | 30:06 | 24:57 | 24:57 | 31:16 | 31:29 | 32:41 | 06:32 | 04:50 |
 | Sand King | 1 | 2.70% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:00 |
 | Earth Spirit | 9 | 16.67% | 50.0 | 33.33% | -13.34% | -33.33% | +16.67% | 3.87% | 32:23 | 22:47 | 24:44 | 29:49 | 37:39 | 48:34 | 12:55 | 09:34 |
 | Warlock | 4 | 6.78% | 48.3 | 50.00% | -10.00% | +50.00% | -50.00% | 0.00% | 29:16 | 12:02 | 12:02 | 30:09 | 30:16 | 44:37 | 18:14 | 13:30 |
 | Luna | 1 | 2.04% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 26:09 | 00:00 | 00:00 |
 | Void Spirit | 1 | 1.61% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 32:10 | 00:00 | 00:00 |
 | Tidehunter | 5 | 9.62% | 43.3 | 40.00% | -15.32% | +60.00% | -40.00% | 0.00% | 35:30 | 18:57 | 18:57 | 35:02 | 48:35 | 50:19 | 29:38 | 21:57 |
 | Wraith King | 1 | 1.30% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 33:07 | 00:00 | 00:00 |
 | Centaur Warrunner | 4 | 2.84% | 40.0 | 50.00% | +1.09% | +50.00% | +50.00% | 0.00% | 37:05 | 29:06 | 29:06 | 33:16 | 40:05 | 45:51 | 10:59 | 08:08 |
 | Leshrac | 6 | 8.11% | 38.3 | 33.33% | -24.02% | +16.67% | -33.33% | 0.00% | 31:03 | 25:26 | 27:08 | 30:01 | 31:53 | 40:59 | 04:45 | 03:31 |
 | Viper | 2 | 6.45% | 36.7 | 50.00% | +1.72% | +50.00% | 0.00% | 0.00% | 36:08 | 24:48 | 24:48 | 47:27 | 47:27 | 47:27 | 22:39 | 16:46 |
 | Rubick | 2 | 6.45% | 35.0 | 50.00% | +25.86% | +50.00% | 0.00% | 0.00% | 23:38 | 17:51 | 17:51 | 29:25 | 29:25 | 29:25 | 11:34 | 08:34 |
 | Elder Titan | 7 | 10.77% | 33.3 | 28.57% | -33.50% | +21.43% | +21.43% | 0.00% | 35:54 | 23:46 | 27:50 | 33:48 | 39:02 | 47:49 | 11:12 | 08:17 |
 | Io | 2 | 5.71% | 31.7 | 50.00% | -1.52% | -50.00% | 0.00% | 0.00% | 35:11 | 33:59 | 33:59 | 36:23 | 36:23 | 36:23 | 02:24 | 01:46 |
 | Tiny | 15 | 10.95% | 30.0 | 20.00% | -30.82% | +55.00% | -20.00% | -10.37% | 29:42 | 20:41 | 24:32 | 26:58 | 31:46 | 43:05 | 07:14 | 05:21 |
 | Skywrath Mage | 4 | 19.05% | 28.3 | 25.00% | -16.18% | -25.00% | -25.00% | 0.00% | 23:58 | 18:52 | 18:52 | 24:07 | 24:37 | 28:15 | 05:45 | 04:15 |
 | Mars | 2 | 1.94% | 26.7 | 50.00% | -2.48% | -50.00% | 0.00% | 0.00% | 33:20 | 32:52 | 32:52 | 33:48 | 33:48 | 33:48 | 00:56 | 00:41 |
 | Phoenix | 3 | 4.48% | 25.0 | 33.33% | -5.73% | -33.33% | 0.00% | 0.00% | 29:50 | 25:39 | 25:39 | 29:57 | 33:53 | 33:53 | 08:14 | 06:05 |
 | Clockwerk | 4 | 9.09% | 23.3 | 25.00% | -25.00% | +75.00% | -25.00% | 0.00% | 33:28 | 29:17 | 29:17 | 32:24 | 34:47 | 37:22 | 05:30 | 04:04 |
 | Death Prophet | 4 | 7.02% | 21.7 | 25.00% | -18.40% | +75.00% | -25.00% | 0.00% | 30:28 | 16:59 | 16:59 | 25:09 | 27:11 | 52:32 | 10:12 | 07:33 |
 | Anti-Mage | 1 | 7.14% | 20.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 33:36 | 00:00 | 00:00 |
 | Zeus | 1 | 33.33% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 20:38 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 2.50% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Mirana | 2 | 3.28% | 15.0 | 0.00% | -52.54% | 0.00% | 0.00% | 0.00% | 25:41 | 21:50 | 21:50 | 29:31 | 29:31 | 29:31 | 07:41 | 05:41 |
 | Jakiro | 1 | 33.33% | 13.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 36:14 | 00:00 | 00:00 |
 | Faceless Void | 1 | 1.69% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 35:51 | 00:00 | 00:00 |
 | Brewmaster | 1 | 12.50% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 23:23 | 00:00 | 00:00 |
 | Pugna | 1 | 9.09% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 18:52 | 00:00 | 00:00 |
 | Invoker | 1 | 2.78% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 32:03 | 00:00 | 00:00 |
 | Shadow Demon | 1 | 3.13% | 5.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 27:42 | 00:00 | 00:00 |
 | Shadow Shaman | 1 | 5.56% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 34:50 | 00:00 | 00:00 |
 | Dark Willow | 1 | 2.04% | 1.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 20:50 | 00:00 | 00:00 |