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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 | 182 | 5.07% | 40.0 | 52.75% | +3.66% | -2.75% | +0.58% | 0.27% | 33:11 | 15:17 | 26:55 | 32:59 | 39:14 | 1:03:51 | 09:07 |
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 | |
 | Tinker | 1 | 50.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 34:13 | 00:00 | 00:00 |
 | Treant Protector | 2 | 22.22% | 98.2 | 100.00% | +28.57% | 0.00% | 0.00% | 0.00% | 43:58 | 31:51 | 31:51 | 56:05 | 56:05 | 56:05 | 24:14 | 17:57 |
 | Witch Doctor | 5 | 20.00% | 96.4 | 80.00% | +25.00% | +20.00% | +20.00% | 0.00% | 37:36 | 23:27 | 23:27 | 36:42 | 41:40 | 50:28 | 18:13 | 13:29 |
 | Snapfire | 6 | 9.68% | 94.5 | 83.33% | +49.40% | +16.67% | +16.67% | 0.00% | 38:28 | 33:10 | 34:39 | 35:28 | 41:53 | 44:46 | 07:14 | 05:21 |
 | Zeus | 18 | 60.00% | 92.7 | 55.56% | +5.56% | -15.56% | +19.44% | 4.65% | 22:31 | 15:40 | 17:38 | 21:17 | 25:10 | 34:08 | 07:32 | 05:34 |
 | Disruptor | 5 | 11.63% | 90.9 | 80.00% | +19.47% | +20.00% | -80.00% | 0.00% | 38:00 | 32:00 | 32:00 | 39:19 | 39:53 | 46:43 | 07:53 | 05:50 |
 | Sand King | 1 | 25.00% | 89.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 31:34 | 00:00 | 00:00 |
 | Skywrath Mage | 9 | 34.62% | 87.3 | 55.56% | +14.38% | -5.56% | -55.56% | -3.34% | 32:24 | 19:53 | 21:40 | 34:34 | 36:38 | 46:20 | 14:58 | 11:05 |
 | Mirana | 2 | 6.45% | 85.5 | 100.00% | +48.28% | 0.00% | 0.00% | 0.00% | 36:26 | 31:53 | 31:53 | 40:58 | 40:58 | 40:58 | 09:05 | 06:43 |
 | Spirit Breaker | 1 | 16.67% | 83.6 | 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 |
 | Lina | 4 | 6.25% | 81.8 | 75.00% | +23.33% | -75.00% | +25.00% | 0.00% | 34:23 | 25:09 | 25:09 | 35:11 | 36:34 | 40:38 | 11:25 | 08:27 |
 | Rubick | 5 | 17.24% | 80.0 | 60.00% | +35.00% | -60.00% | +40.00% | 6.65% | 30:14 | 21:07 | 21:07 | 32:17 | 36:09 | 38:24 | 15:02 | 11:08 |
 | Undying | 17 | 13.60% | 78.2 | 47.06% | -7.57% | +2.94% | +2.94% | 0.00% | 31:08 | 16:34 | 24:27 | 32:09 | 36:25 | 43:25 | 11:58 | 08:51 |
 | Necrophos | 1 | 12.50% | 76.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 33:31 | 00:00 | 00:00 |
 | Chen | 7 | 10.45% | 74.5 | 57.14% | -2.86% | +42.86% | -7.14% | 0.00% | 43:35 | 30:00 | 39:14 | 41:18 | 44:19 | 1:03:51 | 05:05 | 03:45 |
 | Tiny | 7 | 8.14% | 72.7 | 57.14% | +19.17% | -7.14% | +42.86% | 0.00% | 34:11 | 28:53 | 29:38 | 34:40 | 34:55 | 43:30 | 05:17 | 03:54 |
 | Io | 4 | 28.57% | 70.9 | 50.00% | +10.00% | +50.00% | +50.00% | 0.00% | 34:21 | 30:01 | 30:01 | 30:36 | 31:19 | 45:28 | 01:18 | 00:57 |
 | Dazzle | 3 | 10.71% | 69.1 | 66.67% | +10.67% | -66.67% | 0.00% | 0.00% | 32:13 | 26:52 | 26:52 | 29:26 | 40:21 | 40:21 | 13:29 | 09:59 |
 | Earth Spirit | 3 | 10.71% | 67.3 | 66.67% | +18.67% | +33.33% | 0.00% | -1.65% | 26:01 | 15:17 | 15:17 | 27:14 | 35:32 | 35:32 | 20:15 | 15:00 |
 | Hoodwink | 3 | 10.34% | 65.5 | 66.67% | +32.05% | +33.33% | 0.00% | -1.53% | 50:15 | 38:40 | 38:40 | 51:40 | 60:26 | 60:26 | 21:46 | 16:07 |
 | Elder Titan | 1 | 8.33% | 63.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 |
 | Techies | 2 | 40.00% | 61.8 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 33:01 | 26:34 | 26:34 | 39:28 | 39:28 | 39:28 | 12:54 | 09:33 |
 | Venomancer | 4 | 18.18% | 60.0 | 50.00% | -11.11% | +50.00% | +50.00% | 0.00% | 37:58 | 29:14 | 29:14 | 34:40 | 35:10 | 52:48 | 05:56 | 04:23 |
 | Nature's Prophet | 1 | 5.26% | 58.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 44:40 | 00:00 | 00:00 |
 | Crystal Maiden | 1 | 5.00% | 56.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 21:04 | 00:00 | 00:00 |
 | Death Prophet | 6 | 5.13% | 54.5 | 50.00% | +4.95% | 0.00% | -50.00% | 0.00% | 26:42 | 18:09 | 21:31 | 25:38 | 29:53 | 36:33 | 08:22 | 06:11 |
 | Puck | 1 | 2.78% | 52.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 23:41 | 00:00 | 00:00 |
 | Viper | 1 | 2.63% | 50.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Dawnbreaker | 1 | 2.00% | 49.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 41:19 | 00:00 | 00:00 |
 | Enigma | 1 | 1.37% | 47.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 27:56 | 00:00 | 00:00 |
 | Batrider | 1 | 1.33% | 45.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 31:21 | 00:00 | 00:00 |
 | Silencer | 2 | 10.00% | 43.6 | 50.00% | +22.22% | -50.00% | 0.00% | 0.00% | 26:26 | 24:05 | 24:05 | 28:46 | 28:46 | 28:46 | 04:41 | 03:28 |
 | Bane | 3 | 21.43% | 41.8 | 33.33% | -3.03% | +66.67% | 0.00% | 0.00% | 28:31 | 27:01 | 27:01 | 29:09 | 29:22 | 29:22 | 02:21 | 01:44 |
 | Phoenix | 2 | 7.69% | 40.0 | 50.00% | +4.17% | +50.00% | 0.00% | 0.00% | 37:36 | 36:14 | 36:14 | 38:57 | 38:57 | 38:57 | 02:43 | 02:00 |
 | Shadow Shaman | 3 | 20.00% | 38.2 | 33.33% | -8.34% | +66.67% | 0.00% | 0.00% | 41:34 | 39:09 | 39:09 | 42:36 | 42:58 | 42:58 | 03:49 | 02:49 |
 | Clockwerk | 7 | 10.00% | 36.4 | 28.57% | -26.99% | -28.57% | +21.43% | 13.51% | 34:08 | 18:48 | 32:59 | 35:51 | 36:41 | 42:27 | 03:42 | 02:44 |
 | Ancient Apparition | 4 | 28.57% | 34.5 | 25.00% | -45.00% | -25.00% | -25.00% | 0.00% | 32:09 | 26:55 | 26:55 | 28:42 | 31:03 | 41:57 | 04:08 | 03:03 |
 | Omniknight | 2 | 4.76% | 32.7 | 50.00% | +5.00% | -50.00% | 0.00% | 0.00% | 33:57 | 33:16 | 33:16 | 34:37 | 34:37 | 34:37 | 01:21 | 01:00 |
 | Nyx Assassin | 2 | 4.76% | 30.9 | 50.00% | -10.00% | +50.00% | 0.00% | 0.00% | 42:33 | 41:17 | 41:17 | 43:48 | 43:48 | 43:48 | 02:31 | 01:51 |
 | Beastmaster | 2 | 4.65% | 29.1 | 50.00% | -3.66% | +50.00% | 0.00% | 0.00% | 34:51 | 32:49 | 32:49 | 36:53 | 36:53 | 36:53 | 04:04 | 03:00 |
 | Lich | 3 | 12.50% | 27.3 | 33.33% | -19.05% | +66.67% | 0.00% | 0.00% | 42:55 | 18:56 | 18:56 | 54:21 | 55:29 | 55:29 | 36:33 | 27:04 |
 | Enchantress | 2 | 3.39% | 25.5 | 50.00% | -0.88% | -50.00% | 0.00% | 0.00% | 24:07 | 21:17 | 21:17 | 26:57 | 26:57 | 26:57 | 05:40 | 04:11 |
 | Void Spirit | 3 | 10.00% | 23.6 | 33.33% | -11.11% | -33.33% | 0.00% | 0.00% | 29:44 | 28:14 | 28:14 | 29:21 | 31:36 | 31:36 | 03:22 | 02:29 |
 | Primal Beast | 2 | 2.41% | 21.8 | 50.00% | -3.09% | -50.00% | 0.00% | 0.00% | 31:42 | 23:57 | 23:57 | 39:26 | 39:26 | 39:26 | 15:29 | 11:28 |
 | Leshrac | 3 | 9.38% | 20.0 | 33.33% | -28.74% | +66.67% | 0.00% | 0.00% | 27:06 | 25:12 | 25:12 | 25:21 | 30:46 | 30:46 | 05:34 | 04:07 |
 | Earthshaker | 3 | 3.95% | 18.2 | 33.33% | -17.35% | -33.33% | 0.00% | 0.00% | 37:59 | 29:51 | 29:51 | 34:37 | 49:28 | 49:28 | 19:37 | 14:31 |
 | Queen of Pain | 2 | 3.39% | 16.4 | 0.00% | -54.39% | 0.00% | 0.00% | 0.00% | 31:25 | 28:02 | 28:02 | 34:48 | 34:48 | 34:48 | 06:46 | 05:00 |
 | Jakiro | 5 | 29.41% | 14.5 | 0.00% | -58.33% | 0.00% | 0.00% | 0.00% | 38:02 | 27:09 | 27:09 | 39:12 | 43:20 | 49:01 | 16:11 | 11:59 |
 | Tidehunter | 1 | 4.35% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 41:47 | 00:00 | 00:00 |
 | Lion | 1 | 9.09% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 25:52 | 00:00 | 00:00 |
 | Lone Druid | 1 | 6.67% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 42:16 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 3.33% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 38:17 | 00:00 | 00:00 |
 | Pudge | 2 | 4.35% | 5.5 | 0.00% | -61.36% | 0.00% | 0.00% | 0.00% | 34:36 | 32:15 | 32:15 | 36:56 | 36:56 | 36:56 | 04:41 | 03:28 |
 | Keeper of the Light | 1 | 20.00% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 37:50 | 00:00 | 00:00 |
 | Weaver | 1 | 3.57% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 45:49 | 00:00 | 00:00 |