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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 | 290 | 4.85% | 39.2 | 52.76% | +3.55% | -2.08% | +1.41% | 0.34% | 31:12 | 12:53 | 25:48 | 30:48 | 36:07 | 1:03:49 | 07:38 |
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 | |
 | Viper | 8 | 8.89% | 100.0 | 87.50% | +41.16% | -37.50% | +12.50% | 2.60% | 33:10 | 20:10 | 20:13 | 27:49 | 39:26 | 55:03 | 19:13 | 14:14 |
 | Dazzle | 8 | 8.25% | 98.1 | 87.50% | +38.06% | -37.50% | +12.50% | 0.00% | 32:10 | 17:22 | 24:22 | 33:21 | 38:37 | 40:09 | 14:15 | 10:33 |
 | Puck | 23 | 9.58% | 96.2 | 65.22% | +8.54% | +1.45% | +1.45% | 0.00% | 28:14 | 16:55 | 24:22 | 29:50 | 31:20 | 34:41 | 06:58 | 05:09 |
 | Ogre Magi | 7 | 20.00% | 94.3 | 71.43% | +3.57% | -21.43% | -21.43% | 0.00% | 30:57 | 21:28 | 22:21 | 33:24 | 34:33 | 39:17 | 12:12 | 09:02 |
 | Shadow Shaman | 5 | 12.20% | 92.5 | 80.00% | +46.67% | -80.00% | +20.00% | 0.00% | 34:49 | 26:25 | 26:25 | 33:56 | 40:40 | 45:17 | 14:15 | 10:33 |
 | Tiny | 23 | 7.90% | 90.6 | 56.52% | +3.91% | +26.81% | -23.19% | -6.74% | 32:38 | 23:12 | 27:11 | 33:03 | 34:36 | 50:54 | 07:25 | 05:29 |
 | Keeper of the Light | 23 | 27.71% | 88.7 | 47.83% | -0.50% | +2.17% | -14.50% | -1.67% | 26:20 | 12:53 | 20:33 | 25:48 | 30:32 | 46:30 | 09:59 | 07:23 |
 | Earth Spirit | 2 | 6.25% | 86.8 | 100.00% | +43.33% | 0.00% | 0.00% | 0.00% | 42:22 | 39:07 | 39:07 | 45:37 | 45:37 | 45:37 | 06:30 | 04:48 |
 | Rubick | 8 | 10.81% | 84.9 | 62.50% | +18.56% | +37.50% | +37.50% | 0.00% | 28:03 | 22:23 | 22:50 | 24:28 | 29:48 | 37:56 | 06:58 | 05:09 |
 | Dawnbreaker | 3 | 1.63% | 83.0 | 100.00% | +55.25% | 0.00% | 0.00% | 0.00% | 25:30 | 16:18 | 16:18 | 29:01 | 31:11 | 31:11 | 14:53 | 11:01 |
 | Void Spirit | 13 | 12.75% | 81.1 | 53.85% | +13.40% | -20.52% | -20.52% | 0.00% | 30:09 | 20:46 | 25:00 | 30:46 | 33:07 | 40:09 | 08:07 | 06:00 |
 | Zeus | 22 | 18.49% | 79.2 | 45.45% | +0.09% | -12.12% | +34.55% | 4.58% | 28:18 | 14:45 | 23:19 | 27:23 | 33:30 | 49:44 | 10:11 | 07:32 |
 | Lich | 4 | 40.00% | 77.4 | 50.00% | +50.00% | -50.00% | -50.00% | 0.00% | 33:11 | 28:58 | 28:58 | 29:23 | 37:07 | 37:17 | 08:09 | 06:02 |
 | Grimstroke | 8 | 20.51% | 75.5 | 50.00% | +17.74% | 0.00% | +50.00% | 4.93% | 30:43 | 23:41 | 23:48 | 27:32 | 33:57 | 39:53 | 10:09 | 07:31 |
 | Enchantress | 4 | 3.81% | 73.6 | 75.00% | +29.46% | +25.00% | +25.00% | 0.00% | 33:03 | 26:14 | 26:14 | 27:35 | 36:55 | 41:29 | 10:41 | 07:54 |
 | Oracle | 4 | 26.67% | 71.7 | 50.00% | -13.64% | -50.00% | -50.00% | 0.00% | 23:49 | 19:32 | 19:32 | 22:35 | 25:03 | 28:05 | 05:31 | 04:05 |
 | Lion | 1 | 8.33% | 69.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 33:51 | 00:00 | 00:00 |
 | Winter Wyvern | 10 | 6.29% | 67.9 | 50.00% | -2.35% | -16.67% | 0.00% | 0.00% | 30:42 | 16:56 | 22:21 | 32:40 | 35:57 | 41:02 | 13:36 | 10:04 |
 | Warlock | 5 | 6.25% | 66.0 | 60.00% | +13.33% | -60.00% | +40.00% | 0.00% | 31:31 | 19:05 | 19:05 | 33:42 | 37:04 | 37:56 | 17:59 | 13:19 |
 | Hoodwink | 6 | 11.54% | 64.2 | 50.00% | +6.52% | +50.00% | +50.00% | 0.00% | 34:59 | 25:12 | 25:51 | 29:19 | 45:51 | 48:31 | 20:00 | 14:48 |
 | Phoenix | 3 | 5.88% | 62.3 | 66.67% | +8.34% | +33.33% | 0.00% | -3.11% | 26:09 | 21:54 | 21:54 | 23:54 | 32:38 | 32:38 | 10:44 | 07:57 |
 | Snapfire | 12 | 8.00% | 60.4 | 41.67% | -13.40% | +58.33% | -8.34% | -8.93% | 33:15 | 22:44 | 26:31 | 32:46 | 33:59 | 52:37 | 07:28 | 05:31 |
 | Abaddon | 1 | 5.00% | 58.5 | 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 |
 | Death Prophet | 6 | 6.82% | 56.6 | 50.00% | -2.44% | 0.00% | -50.00% | 0.00% | 34:23 | 16:03 | 25:05 | 38:30 | 41:35 | 45:29 | 16:30 | 12:13 |
 | Ancient Apparition | 2 | 25.00% | 54.7 | 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 |
 | Nyx Assassin | 4 | 8.51% | 52.8 | 50.00% | -1.16% | +50.00% | +50.00% | 0.00% | 36:23 | 29:25 | 29:25 | 33:27 | 40:43 | 41:55 | 11:18 | 08:22 |
 | Skywrath Mage | 9 | 15.79% | 50.9 | 33.33% | +2.08% | +16.67% | -33.33% | 0.00% | 30:02 | 21:16 | 22:14 | 30:34 | 33:31 | 41:55 | 11:17 | 08:21 |
 | Tusk | 4 | 6.15% | 49.1 | 50.00% | -0.82% | -50.00% | +50.00% | 0.00% | 35:35 | 27:04 | 27:04 | 31:36 | 33:57 | 49:42 | 06:53 | 05:05 |
 | Treant Protector | 1 | 1.92% | 47.2 | 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 |
 | Bane | 1 | 1.82% | 45.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 53:05 | 00:00 | 00:00 |
 | Clockwerk | 13 | 10.57% | 43.4 | 30.77% | -21.05% | +2.56% | +2.56% | 0.00% | 33:29 | 22:10 | 24:43 | 34:22 | 41:09 | 42:21 | 16:26 | 12:10 |
 | Io | 5 | 10.00% | 41.5 | 40.00% | -11.11% | +60.00% | -40.00% | -67.42% | 28:34 | 27:22 | 27:22 | 28:07 | 28:51 | 31:07 | 01:29 | 01:05 |
 | Doom | 1 | 1.15% | 39.6 | 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 |
 | Disruptor | 2 | 11.76% | 37.7 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 32:07 | 28:06 | 28:06 | 36:07 | 36:07 | 36:07 | 08:01 | 05:56 |
 | Monkey King | 1 | 0.90% | 35.8 | 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 |
 | Windranger | 2 | 5.88% | 34.0 | 50.00% | +9.37% | -50.00% | 0.00% | 0.00% | 33:35 | 26:49 | 26:49 | 40:20 | 40:20 | 40:20 | 13:31 | 10:00 |
 | Jakiro | 2 | 5.56% | 32.1 | 50.00% | +2.94% | -50.00% | 0.00% | 0.00% | 47:11 | 30:33 | 30:33 | 1:03:49 | 1:03:49 | 1:03:49 | 33:16 | 24:38 |
 | Pudge | 2 | 4.55% | 30.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 41:14 | 36:51 | 36:51 | 45:36 | 45:36 | 45:36 | 08:45 | 06:28 |
 | Marci | 6 | 3.09% | 28.3 | 33.33% | -17.20% | +66.67% | -33.33% | 0.00% | 30:31 | 21:34 | 24:27 | 24:59 | 39:30 | 43:48 | 15:03 | 11:08 |
 | Leshrac | 3 | 11.54% | 26.4 | 33.33% | -5.80% | -33.33% | 0.00% | 0.00% | 34:06 | 29:18 | 29:18 | 35:36 | 37:25 | 37:25 | 08:07 | 06:00 |
 | Venomancer | 3 | 10.71% | 24.5 | 33.33% | -14.67% | +66.67% | 0.00% | 0.00% | 32:58 | 27:35 | 27:35 | 34:35 | 36:45 | 36:45 | 09:10 | 06:47 |
 | Alchemist | 2 | 2.86% | 22.6 | 50.00% | +5.88% | +50.00% | 0.00% | 0.00% | 32:34 | 29:40 | 29:40 | 35:27 | 35:27 | 35:27 | 05:47 | 04:17 |
 | Ember Spirit | 2 | 2.04% | 20.8 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 30:14 | 26:43 | 26:43 | 33:44 | 33:44 | 33:44 | 07:01 | 05:11 |
 | Timbersaw | 3 | 3.45% | 18.9 | 33.33% | -4.77% | +66.67% | 0.00% | 0.00% | 33:23 | 26:46 | 26:46 | 34:17 | 39:06 | 39:06 | 12:20 | 09:08 |
 | Crystal Maiden | 5 | 14.29% | 17.0 | 20.00% | -6.67% | -20.00% | -20.00% | 0.00% | 29:15 | 20:44 | 20:44 | 28:49 | 34:20 | 36:48 | 13:36 | 10:04 |
 | Earthshaker | 1 | 2.86% | 15.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 36:35 | 00:00 | 00:00 |
 | Undying | 1 | 7.69% | 13.2 | 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 | 7.14% | 11.3 | 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 |
 | Spectre | 1 | 4.00% | 9.4 | 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 |
 | Chen | 1 | 1.64% | 7.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 31:16 | 00:00 | 00:00 |
 | Sand King | 1 | 6.67% | 5.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 30:53 | 00:00 | 00:00 |
 | Brewmaster | 1 | 2.38% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 23:20 | 00:00 | 00:00 |
 | Nature's Prophet | 1 | 1.32% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 38:45 | 00:00 | 00:00 |