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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 | 392 | 4.76% | 33.1 | 51.53% | +2.25% | +4.59% | -5.61% | -1.00% | 31:31 | 12:53 | 25:51 | 30:49 | 36:06 | 1:11:39 | 07:35 |
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 | |
 | Techies | 2 | 25.00% | 100.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 32:57 | 29:53 | 29:53 | 36:01 | 36:01 | 36:01 | 06:08 | 04:32 |
 | Viper | 11 | 9.57% | 98.1 | 81.82% | +39.51% | -15.15% | -15.15% | 0.00% | 30:59 | 20:10 | 23:43 | 28:44 | 34:47 | 50:15 | 11:04 | 08:11 |
 | Keeper of the Light | 37 | 30.58% | 96.3 | 62.16% | +13.35% | -6.60% | -17.72% | -1.05% | 25:37 | 12:53 | 19:24 | 24:44 | 29:58 | 41:57 | 10:34 | 07:49 |
 | Zeus | 21 | 13.73% | 94.4 | 66.67% | +18.19% | -6.67% | +33.33% | 4.51% | 31:17 | 18:26 | 24:38 | 29:12 | 33:30 | 54:49 | 08:52 | 06:34 |
 | Puck | 22 | 7.64% | 92.6 | 59.09% | +4.20% | -9.09% | +0.91% | 1.54% | 32:04 | 18:20 | 28:11 | 31:05 | 34:41 | 50:21 | 06:30 | 04:48 |
 | Shadow Shaman | 5 | 7.14% | 90.7 | 80.00% | +38.46% | +20.00% | +20.00% | 0.00% | 35:35 | 26:49 | 26:49 | 33:56 | 40:40 | 45:17 | 13:51 | 10:15 |
 | Ogre Magi | 6 | 17.14% | 88.9 | 66.67% | +1.15% | -16.67% | +33.33% | 2.98% | 31:42 | 21:28 | 22:21 | 33:24 | 39:09 | 39:17 | 16:48 | 12:26 |
 | Grimstroke | 16 | 16.16% | 87.0 | 56.25% | +15.29% | -6.25% | -6.25% | 0.00% | 30:19 | 23:41 | 27:05 | 30:03 | 32:54 | 39:53 | 05:49 | 04:18 |
 | Tiny | 34 | 8.74% | 85.2 | 50.00% | -3.52% | +5.56% | -25.00% | -3.21% | 33:28 | 23:32 | 27:48 | 31:35 | 37:20 | 1:01:55 | 09:32 | 07:03 |
 | Dazzle | 6 | 11.54% | 83.3 | 66.67% | +25.37% | -16.67% | -66.67% | -3.23% | 32:51 | 17:22 | 24:22 | 33:21 | 39:51 | 43:35 | 15:29 | 11:28 |
 | Enchantress | 5 | 3.55% | 81.5 | 80.00% | +35.15% | +20.00% | +20.00% | 0.00% | 32:33 | 26:16 | 26:16 | 31:30 | 36:55 | 41:29 | 10:39 | 07:53 |
 | Void Spirit | 22 | 13.50% | 79.6 | 50.00% | +4.61% | 0.00% | -30.00% | -2.74% | 27:46 | 13:47 | 22:10 | 27:31 | 33:07 | 41:32 | 10:57 | 08:06 |
 | Oracle | 3 | 23.08% | 77.8 | 66.67% | +6.67% | +33.33% | 0.00% | 0.00% | 22:51 | 17:52 | 17:52 | 22:35 | 28:05 | 28:05 | 10:13 | 07:34 |
 | Death Prophet | 8 | 6.40% | 75.9 | 62.50% | +7.80% | +37.50% | -12.50% | 0.00% | 36:44 | 25:05 | 31:44 | 36:32 | 39:44 | 45:29 | 08:00 | 05:55 |
 | Skywrath Mage | 20 | 20.20% | 74.1 | 45.00% | -1.84% | -5.00% | -5.00% | 0.00% | 32:13 | 20:15 | 28:20 | 31:01 | 34:44 | 53:39 | 06:24 | 04:44 |
 | Rubick | 9 | 9.57% | 72.2 | 55.56% | +6.15% | +44.44% | +44.44% | 0.00% | 27:37 | 22:23 | 22:50 | 24:28 | 29:48 | 37:56 | 06:58 | 05:09 |
 | Winter Wyvern | 9 | 5.88% | 70.4 | 55.56% | +1.39% | -55.56% | -5.56% | 3.68% | 32:19 | 16:56 | 22:21 | 34:10 | 35:57 | 41:02 | 13:36 | 10:04 |
 | Warlock | 13 | 12.04% | 68.5 | 46.15% | -6.48% | +20.52% | -12.82% | -3.12% | 34:01 | 20:30 | 26:22 | 33:42 | 37:04 | 59:29 | 10:42 | 07:55 |
 | Jakiro | 8 | 13.11% | 66.7 | 50.00% | +6.60% | +50.00% | 0.00% | -6.21% | 27:27 | 20:53 | 22:30 | 24:54 | 30:33 | 35:42 | 08:03 | 05:57 |
 | Anti-Mage | 1 | 9.09% | 64.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 42:26 | 00:00 | 00:00 |
 | Pudge | 6 | 11.32% | 63.0 | 50.00% | +1.06% | 0.00% | -50.00% | -3.50% | 29:48 | 18:03 | 20:49 | 26:57 | 35:07 | 45:36 | 14:18 | 10:35 |
 | Hoodwink | 9 | 9.18% | 61.1 | 44.44% | +0.62% | +55.56% | +5.56% | -2.42% | 35:06 | 24:34 | 25:12 | 35:01 | 45:51 | 48:31 | 20:39 | 15:17 |
 | Lich | 5 | 26.32% | 59.3 | 40.00% | +18.57% | -40.00% | -40.00% | 0.00% | 33:21 | 28:58 | 28:58 | 33:58 | 37:07 | 37:17 | 08:09 | 06:02 |
 | Lion | 1 | 4.17% | 57.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 36:42 | 00:00 | 00:00 |
 | Io | 12 | 18.75% | 55.6 | 33.33% | -20.52% | +33.34% | 0.00% | -6.47% | 27:43 | 21:06 | 23:07 | 27:22 | 28:16 | 37:15 | 05:09 | 03:48 |
 | Ancient Apparition | 2 | 25.00% | 53.7 | 50.00% | -16.67% | -50.00% | 0.00% | 0.00% | 26:42 | 24:38 | 24:38 | 28:46 | 28:46 | 28:46 | 04:08 | 03:03 |
 | Abaddon | 1 | 3.23% | 51.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 41:26 | 00:00 | 00:00 |
 | Earth Spirit | 4 | 8.33% | 50.0 | 50.00% | -11.36% | -50.00% | -50.00% | 0.00% | 33:19 | 21:32 | 21:32 | 22:25 | 31:52 | 57:26 | 10:20 | 07:39 |
 | Necrophos | 1 | 2.56% | 48.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 34:43 | 00:00 | 00:00 |
 | Leshrac | 4 | 7.02% | 46.3 | 50.00% | +14.15% | +50.00% | +50.00% | 0.00% | 33:25 | 25:55 | 25:55 | 34:42 | 35:36 | 37:25 | 09:41 | 07:10 |
 | Sand King | 5 | 11.36% | 44.4 | 40.00% | +1.54% | -40.00% | +60.00% | 0.00% | 28:49 | 23:39 | 23:39 | 30:21 | 30:53 | 32:25 | 07:14 | 05:21 |
 | Bristleback | 1 | 1.43% | 42.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 34:01 | 00:00 | 00:00 |
 | Doom | 1 | 1.06% | 40.7 | 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 |
 | Treant Protector | 1 | 1.03% | 38.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 25:54 | 00:00 | 00:00 |
 | Marci | 8 | 3.05% | 37.0 | 37.50% | -12.50% | +12.50% | +12.50% | 0.00% | 32:19 | 24:27 | 24:59 | 28:49 | 32:45 | 46:04 | 07:46 | 05:45 |
 | Snapfire | 15 | 7.50% | 35.2 | 26.67% | -24.68% | +48.33% | -1.67% | -3.32% | 37:56 | 22:44 | 31:18 | 35:08 | 46:21 | 52:37 | 15:03 | 11:08 |
 | Monkey King | 1 | 0.56% | 33.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Clockwerk | 18 | 10.65% | 31.5 | 22.22% | -30.10% | -2.22% | +2.78% | 0.33% | 35:10 | 22:10 | 26:30 | 33:33 | 41:30 | 60:27 | 15:00 | 11:06 |
 | Dawnbreaker | 1 | 0.35% | 29.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 16:18 | 00:00 | 00:00 |
 | Disruptor | 3 | 14.29% | 27.8 | 33.33% | -27.78% | -33.33% | 0.00% | 0.00% | 30:27 | 27:09 | 27:09 | 28:06 | 36:07 | 36:07 | 08:58 | 06:38 |
 | Venomancer | 3 | 14.29% | 25.9 | 33.33% | -27.78% | +66.67% | 0.00% | 0.00% | 32:03 | 27:35 | 27:35 | 31:49 | 36:45 | 36:45 | 09:10 | 06:47 |
 | Windranger | 2 | 4.08% | 24.1 | 50.00% | +5.32% | -50.00% | 0.00% | 0.00% | 33:35 | 26:49 | 26:49 | 40:20 | 40:20 | 40:20 | 13:31 | 10:00 |
 | Tusk | 2 | 2.86% | 22.2 | 50.00% | -1.47% | -50.00% | 0.00% | 0.00% | 30:31 | 27:04 | 27:04 | 33:57 | 33:57 | 33:57 | 06:53 | 05:05 |
 | Alchemist | 2 | 2.22% | 20.4 | 50.00% | +4.55% | +50.00% | 0.00% | 0.00% | 33:27 | 29:40 | 29:40 | 37:14 | 37:14 | 37:14 | 07:34 | 05:36 |
 | Timbersaw | 2 | 1.87% | 18.5 | 50.00% | +4.29% | +50.00% | 0.00% | 0.00% | 32:56 | 26:46 | 26:46 | 39:06 | 39:06 | 39:06 | 12:20 | 09:08 |
 | Ember Spirit | 2 | 1.31% | 16.7 | 50.00% | +5.63% | +50.00% | 0.00% | 0.00% | 30:14 | 26:43 | 26:43 | 33:44 | 33:44 | 33:44 | 07:01 | 05:11 |
 | Beastmaster | 2 | 1.16% | 14.8 | 50.00% | -7.31% | +50.00% | 0.00% | 0.00% | 33:10 | 25:03 | 25:03 | 41:17 | 41:17 | 41:17 | 16:14 | 12:01 |
 | Phoenix | 3 | 3.75% | 13.0 | 33.33% | -17.32% | -33.33% | 0.00% | 0.00% | 30:40 | 23:54 | 23:54 | 32:38 | 35:28 | 35:28 | 11:34 | 08:34 |
 | Bane | 3 | 3.13% | 11.1 | 33.33% | -26.89% | -33.33% | 0.00% | 0.00% | 20:23 | 16:05 | 16:05 | 18:36 | 26:28 | 26:28 | 10:23 | 07:41 |
 | Nyx Assassin | 4 | 7.55% | 9.3 | 25.00% | -36.22% | -25.00% | +75.00% | 0.00% | 39:01 | 33:27 | 33:27 | 36:55 | 40:43 | 45:00 | 07:16 | 05:22 |
 | Crystal Maiden | 7 | 10.77% | 7.4 | 14.29% | -23.64% | -14.29% | -14.29% | 0.00% | 33:44 | 18:13 | 20:44 | 28:49 | 34:20 | 1:11:39 | 13:36 | 10:04 |
 | Spectre | 1 | 2.86% | 5.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 40:52 | 00:00 | 00:00 |
 | Undying | 1 | 4.76% | 3.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 47:08 | 00:00 | 00:00 |
 | Vengeful Spirit | 1 | 5.00% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 37:14 | 00:00 | 00:00 |