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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 | 303 | 5.99% | 35.6 | 50.50% | +1.46% | -3.13% | -1.82% | 0.12% | 30:25 | 10:12 | 25:14 | 29:34 | 36:17 | 53:10 | 08:11 |
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 | |
 | Io | 19 | 17.43% | 100.0 | 84.21% | +37.54% | +15.79% | +15.79% | 0.00% | 32:52 | 22:14 | 28:09 | 33:33 | 35:58 | 45:48 | 07:49 | 05:47 |
 | Clockwerk | 3 | 6.67% | 98.3 | 100.00% | +42.86% | 0.00% | 0.00% | 0.00% | 34:43 | 30:14 | 30:14 | 36:35 | 37:20 | 37:20 | 07:06 | 05:15 |
 | Lion | 6 | 6.90% | 96.7 | 83.33% | +33.95% | +16.67% | -83.33% | 0.00% | 33:47 | 24:50 | 29:11 | 31:24 | 36:14 | 47:23 | 07:03 | 05:13 |
 | Disruptor | 6 | 6.45% | 95.0 | 83.33% | +38.50% | +16.67% | +16.67% | 0.00% | 28:46 | 19:26 | 23:40 | 24:07 | 37:44 | 38:17 | 14:04 | 10:25 |
 | Ogre Magi | 9 | 10.23% | 93.3 | 66.67% | +26.16% | -16.67% | -16.67% | 0.00% | 35:10 | 24:34 | 31:17 | 32:24 | 40:35 | 44:12 | 09:18 | 06:53 |
 | Bane | 21 | 8.86% | 91.7 | 57.14% | +1.12% | +2.86% | +2.86% | 0.00% | 30:35 | 13:01 | 25:14 | 29:16 | 36:59 | 41:59 | 11:45 | 08:42 |
 | Morphling | 37 | 58.73% | 90.0 | 43.24% | -6.76% | +12.32% | +1.20% | -2.33% | 20:42 | 10:12 | 18:14 | 20:45 | 23:00 | 30:23 | 04:46 | 03:31 |
 | Earth Spirit | 2 | 7.41% | 88.3 | 100.00% | +44.00% | 0.00% | 0.00% | 0.00% | 33:55 | 31:37 | 31:37 | 36:12 | 36:12 | 36:12 | 04:35 | 03:23 |
 | Puck | 12 | 14.81% | 86.7 | 58.33% | +11.95% | +8.34% | -58.33% | 0.00% | 30:04 | 26:08 | 27:04 | 27:14 | 31:57 | 39:03 | 04:53 | 03:37 |
 | Crystal Maiden | 1 | 20.00% | 85.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Rubick | 10 | 14.29% | 83.3 | 60.00% | +15.00% | +6.67% | -10.00% | -3.14% | 25:59 | 19:32 | 22:03 | 25:37 | 27:22 | 37:35 | 05:19 | 03:56 |
 | Mirana | 6 | 10.91% | 81.7 | 66.67% | +1.36% | -16.67% | +33.33% | 18.87% | 35:40 | 28:20 | 34:57 | 35:00 | 37:36 | 40:39 | 02:39 | 01:57 |
 | Shadow Demon | 14 | 22.95% | 80.0 | 50.00% | -15.96% | -25.00% | +50.00% | 0.00% | 34:00 | 23:02 | 29:24 | 33:30 | 37:21 | 46:37 | 07:57 | 05:53 |
 | Dazzle | 1 | 16.67% | 78.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 40:34 | 00:00 | 00:00 |
 | Queen of Pain | 17 | 9.50% | 76.7 | 52.94% | +3.56% | +47.06% | -52.94% | -9.45% | 33:06 | 23:26 | 26:20 | 33:23 | 36:55 | 48:10 | 10:35 | 07:50 |
 | Nyx Assassin | 4 | 7.55% | 75.0 | 75.00% | +36.22% | +25.00% | +25.00% | 0.00% | 42:20 | 29:07 | 29:07 | 38:01 | 49:01 | 53:10 | 19:54 | 14:44 |
 | Abaddon | 5 | 14.29% | 73.3 | 60.00% | 0.00% | +40.00% | -60.00% | -6.03% | 36:37 | 25:21 | 25:21 | 39:14 | 41:56 | 43:24 | 16:35 | 12:17 |
 | Skywrath Mage | 1 | 11.11% | 71.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 32:40 | 00:00 | 00:00 |
 | Oracle | 1 | 10.00% | 70.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 29:54 | 00:00 | 00:00 |
 | Pugna | 2 | 40.00% | 68.3 | 50.00% | +16.67% | -50.00% | 0.00% | 0.00% | 33:22 | 29:34 | 29:34 | 37:09 | 37:09 | 37:09 | 07:35 | 05:37 |
 | Shadow Shaman | 1 | 7.14% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 34:42 | 00:00 | 00:00 |
 | Tiny | 1 | 6.25% | 65.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 24:11 | 00:00 | 00:00 |
 | Windranger | 1 | 6.25% | 63.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 29:11 | 00:00 | 00:00 |
 | Death Prophet | 17 | 18.28% | 61.7 | 35.29% | -13.39% | -10.29% | -10.29% | 0.00% | 23:58 | 15:28 | 18:33 | 21:54 | 28:51 | 36:51 | 10:18 | 07:37 |
 | Tusk | 3 | 6.00% | 60.0 | 66.67% | +17.73% | -66.67% | 0.00% | 0.00% | 39:56 | 34:10 | 34:10 | 36:19 | 49:20 | 49:20 | 15:10 | 11:14 |
 | Earthshaker | 1 | 5.26% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 32:36 | 00:00 | 00:00 |
 | Void Spirit | 3 | 5.17% | 56.7 | 66.67% | +24.85% | +33.33% | 0.00% | 0.00% | 36:46 | 31:26 | 31:26 | 38:18 | 40:33 | 40:33 | 09:07 | 06:45 |
 | Phantom Lancer | 1 | 4.55% | 55.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 33:16 | 00:00 | 00:00 |
 | Grimstroke | 14 | 13.73% | 53.3 | 35.71% | -13.15% | -10.71% | -35.71% | -4.23% | 27:15 | 15:18 | 25:21 | 28:08 | 31:16 | 33:41 | 05:55 | 04:22 |
 | Viper | 1 | 4.17% | 51.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 16:57 | 00:00 | 00:00 |
 | Monkey King | 3 | 3.53% | 50.0 | 66.67% | +21.55% | +33.33% | 0.00% | 0.00% | 25:38 | 24:50 | 24:50 | 25:39 | 26:26 | 26:26 | 01:36 | 01:11 |
 | Hoodwink | 5 | 17.86% | 48.3 | 40.00% | +5.22% | +60.00% | -40.00% | -7.55% | 35:50 | 25:19 | 25:19 | 36:28 | 38:34 | 43:04 | 13:15 | 09:48 |
 | Dark Seer | 1 | 2.63% | 46.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 27:31 | 00:00 | 00:00 |
 | Gyrocopter | 1 | 2.13% | 45.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 28:54 | 00:00 | 00:00 |
 | Treant Protector | 4 | 5.33% | 43.3 | 50.00% | -2.11% | +50.00% | -50.00% | 0.00% | 41:24 | 34:42 | 34:42 | 40:56 | 44:03 | 45:53 | 09:21 | 06:55 |
 | Medusa | 1 | 1.82% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Elder Titan | 3 | 37.50% | 40.0 | 33.33% | +13.33% | -33.33% | 0.00% | 1.95% | 32:10 | 25:45 | 25:45 | 27:55 | 42:51 | 42:51 | 17:06 | 12:40 |
 | Outworld Destroyer | 1 | 1.54% | 38.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 25:33 | 00:00 | 00:00 |
 | Jakiro | 7 | 20.59% | 36.7 | 28.57% | -23.28% | +21.43% | -28.57% | -4.13% | 33:58 | 25:22 | 26:24 | 28:44 | 38:31 | 49:00 | 12:07 | 08:58 |
 | Sand King | 2 | 8.00% | 35.0 | 50.00% | +2.17% | +50.00% | 0.00% | 0.00% | 25:38 | 19:08 | 19:08 | 32:07 | 32:07 | 32:07 | 12:59 | 09:37 |
 | Snapfire | 10 | 5.52% | 33.3 | 30.00% | -17.95% | +3.33% | +20.00% | 0.00% | 34:30 | 25:36 | 28:24 | 31:39 | 37:16 | 48:25 | 08:52 | 06:34 |
 | Silencer | 3 | 13.64% | 31.7 | 33.33% | -8.78% | -33.33% | 0.00% | 0.00% | 32:46 | 18:47 | 18:47 | 36:22 | 43:10 | 43:10 | 24:23 | 18:03 |
 | Undying | 4 | 21.05% | 30.0 | 25.00% | -28.33% | -25.00% | -25.00% | 0.00% | 29:55 | 26:12 | 26:12 | 26:24 | 29:34 | 37:31 | 03:22 | 02:29 |
 | Invoker | 2 | 2.86% | 28.3 | 50.00% | +4.41% | -50.00% | 0.00% | 0.00% | 35:51 | 25:47 | 25:47 | 45:55 | 45:55 | 45:55 | 20:08 | 14:54 |
 | Tidehunter | 8 | 6.96% | 26.7 | 25.00% | -33.88% | -25.00% | +25.00% | 7.03% | 25:03 | 18:37 | 20:31 | 25:12 | 27:38 | 29:34 | 07:07 | 05:16 |
 | Broodmother | 5 | 16.67% | 25.0 | 20.00% | -28.00% | -20.00% | -20.00% | 0.00% | 27:32 | 17:49 | 17:49 | 29:08 | 29:45 | 33:46 | 11:56 | 08:50 |
 | Spirit Breaker | 2 | 1.60% | 23.3 | 0.00% | -40.65% | 0.00% | 0.00% | 0.00% | 32:03 | 30:16 | 30:16 | 33:50 | 33:50 | 33:50 | 03:34 | 02:38 |
 | Anti-Mage | 1 | 7.69% | 21.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 39:25 | 00:00 | 00:00 |
 | Beastmaster | 2 | 2.90% | 20.0 | 0.00% | -61.19% | 0.00% | 0.00% | 0.00% | 33:10 | 32:23 | 32:23 | 33:57 | 33:57 | 33:57 | 01:34 | 01:09 |
 | Mars | 1 | 0.56% | 18.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 47:47 | 00:00 | 00:00 |
 | Pangolier | 1 | 1.43% | 16.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 32:17 | 00:00 | 00:00 |
 | Winter Wyvern | 3 | 20.00% | 15.0 | 0.00% | -16.67% | 0.00% | 0.00% | 0.00% | 34:05 | 31:46 | 31:46 | 34:14 | 36:14 | 36:14 | 04:28 | 03:18 |
 | Underlord | 2 | 9.52% | 13.3 | 0.00% | -31.58% | 0.00% | 0.00% | 0.00% | 42:52 | 33:52 | 33:52 | 51:51 | 51:51 | 51:51 | 17:59 | 13:19 |
 | Alchemist | 1 | 100.00% | 11.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 39:13 | 00:00 | 00:00 |
 | Batrider | 2 | 7.41% | 10.0 | 0.00% | -56.00% | 0.00% | 0.00% | 0.00% | 35:52 | 31:39 | 31:39 | 40:05 | 40:05 | 40:05 | 08:26 | 06:14 |
 | Weaver | 1 | 0.59% | 8.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 28:27 | 00:00 | 00:00 |
 | Night Stalker | 1 | 2.56% | 6.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Venomancer | 2 | 15.38% | 5.0 | 0.00% | -72.73% | 0.00% | 0.00% | 0.00% | 32:49 | 27:02 | 27:02 | 38:35 | 38:35 | 38:35 | 11:33 | 08:33 |
 | Keeper of the Light | 1 | 50.00% | 3.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 26:11 | 00:00 | 00:00 |
 | Ancient Apparition | 3 | 25.00% | 1.7 | 0.00% | -22.22% | 0.00% | 0.00% | 0.00% | 31:26 | 23:11 | 23:11 | 29:45 | 41:21 | 41:21 | 18:10 | 13:27 |