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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 | 196 | 4.85% | 46.3 | 52.55% | +3.36% | +8.67% | -13.77% | -2.29% | 31:41 | 13:47 | 25:55 | 30:28 | 35:42 | 1:11:39 | 07:14 |
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 | 66.67% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:57 | 29:53 | 29:53 | 36:01 | 36:01 | 36:01 | 06:08 | 04:32 |
 | Keeper of the Light | 21 | 33.33% | 97.6 | 76.19% | +26.19% | -16.19% | +3.81% | 2.08% | 26:10 | 17:21 | 19:24 | 24:15 | 29:00 | 41:57 | 09:36 | 07:06 |
 | Oracle | 1 | 33.33% | 95.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 17:52 | 00:00 | 00:00 |
 | Zeus | 10 | 13.89% | 92.7 | 70.00% | +16.77% | -36.67% | +30.00% | 0.00% | 31:34 | 18:26 | 28:36 | 29:12 | 33:05 | 54:49 | 04:29 | 03:19 |
 | Enchantress | 3 | 4.55% | 90.2 | 100.00% | +53.97% | 0.00% | 0.00% | 0.00% | 28:08 | 26:16 | 26:16 | 26:37 | 31:30 | 31:30 | 05:14 | 03:52 |
 | Tiny | 23 | 11.86% | 87.8 | 56.52% | +4.47% | -6.52% | -23.19% | -1.99% | 34:07 | 23:32 | 29:03 | 32:00 | 37:26 | 1:01:55 | 08:23 | 06:12 |
 | Jakiro | 7 | 23.33% | 85.4 | 57.14% | +13.66% | +42.86% | -7.14% | -11.95% | 27:01 | 20:53 | 22:30 | 24:54 | 26:41 | 35:42 | 04:11 | 03:05 |
 | Pudge | 5 | 23.81% | 82.9 | 60.00% | -8.75% | +40.00% | +40.00% | 0.00% | 26:38 | 18:03 | 18:03 | 26:57 | 32:13 | 35:07 | 14:10 | 10:29 |
 | Puck | 10 | 7.87% | 80.5 | 60.00% | +7.01% | +6.67% | -60.00% | 0.00% | 34:12 | 18:20 | 28:11 | 29:24 | 44:49 | 50:21 | 16:38 | 12:19 |
 | Skywrath Mage | 12 | 21.82% | 78.0 | 50.00% | -12.79% | -50.00% | +16.67% | 11.30% | 33:23 | 20:15 | 28:50 | 31:25 | 34:44 | 53:39 | 05:54 | 04:22 |
 | Grimstroke | 9 | 14.75% | 75.6 | 55.56% | +9.41% | -5.56% | -5.56% | 0.00% | 29:40 | 25:56 | 27:05 | 30:03 | 30:49 | 33:37 | 03:44 | 02:45 |
 | Viper | 4 | 7.14% | 73.2 | 75.00% | +28.85% | +25.00% | -75.00% | 0.00% | 32:37 | 25:00 | 25:00 | 32:12 | 34:47 | 38:30 | 09:47 | 07:14 |
 | Anti-Mage | 1 | 14.29% | 70.7 | 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 |
 | Winter Wyvern | 2 | 3.57% | 68.3 | 100.00% | +48.15% | 0.00% | 0.00% | 0.00% | 33:15 | 32:20 | 32:20 | 34:10 | 34:10 | 34:10 | 01:50 | 01:21 |
 | Void Spirit | 11 | 12.79% | 65.9 | 45.45% | -1.22% | +54.55% | -45.45% | 0.00% | 24:42 | 13:47 | 18:01 | 22:40 | 27:31 | 41:32 | 09:30 | 07:02 |
 | Lion | 1 | 7.14% | 63.4 | 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 |
 | Necrophos | 1 | 7.14% | 61.0 | 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 |
 | Earth Spirit | 4 | 14.29% | 58.5 | 50.00% | -16.67% | -50.00% | -50.00% | 0.00% | 33:19 | 21:32 | 21:32 | 22:25 | 31:52 | 57:26 | 10:20 | 07:39 |
 | Sand King | 4 | 13.79% | 56.1 | 50.00% | +14.00% | -50.00% | +50.00% | 0.00% | 28:18 | 23:39 | 23:39 | 26:47 | 30:21 | 32:25 | 06:42 | 04:57 |
 | Io | 9 | 31.03% | 53.7 | 33.33% | -21.67% | +16.67% | +16.67% | 0.00% | 27:36 | 21:06 | 22:43 | 27:16 | 28:16 | 37:15 | 05:33 | 04:06 |
 | Bristleback | 1 | 3.13% | 51.2 | 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 |
 | Warlock | 9 | 18.75% | 48.8 | 33.33% | -25.64% | +16.67% | -33.33% | 0.00% | 33:44 | 20:30 | 24:33 | 31:57 | 35:13 | 59:29 | 10:40 | 07:54 |
 | Death Prophet | 4 | 5.33% | 46.3 | 50.00% | -6.34% | +50.00% | -50.00% | 0.00% | 35:48 | 31:44 | 31:44 | 35:10 | 36:32 | 39:44 | 04:48 | 03:33 |
 | Marci | 4 | 3.20% | 43.9 | 50.00% | +0.41% | -50.00% | +50.00% | 0.00% | 34:08 | 26:52 | 26:52 | 30:49 | 32:45 | 46:04 | 05:53 | 04:21 |
 | Nyx Assassin | 2 | 8.00% | 41.5 | 50.00% | -19.57% | -50.00% | 0.00% | 0.00% | 40:58 | 36:55 | 36:55 | 45:00 | 45:00 | 45:00 | 08:05 | 05:59 |
 | Leshrac | 2 | 5.88% | 39.0 | 50.00% | +15.62% | +50.00% | 0.00% | 0.00% | 30:19 | 25:55 | 25:55 | 34:42 | 34:42 | 34:42 | 08:47 | 06:30 |
 | Shadow Shaman | 2 | 5.13% | 36.6 | 50.00% | +4.05% | +50.00% | 0.00% | 0.00% | 29:01 | 26:49 | 26:49 | 31:12 | 31:12 | 31:12 | 04:23 | 03:14 |
 | Snapfire | 7 | 7.29% | 34.1 | 28.57% | -17.50% | +21.43% | +21.43% | 0.00% | 42:11 | 31:18 | 35:08 | 46:21 | 47:32 | 49:38 | 12:24 | 09:11 |
 | Beastmaster | 2 | 2.47% | 31.7 | 50.00% | -5.70% | +50.00% | 0.00% | 0.00% | 33:10 | 25:03 | 25:03 | 41:17 | 41:17 | 41:17 | 16:14 | 12:01 |
 | Hoodwink | 3 | 6.00% | 29.3 | 33.33% | -9.22% | +66.67% | 0.00% | 0.00% | 35:21 | 24:34 | 24:34 | 35:01 | 46:27 | 46:27 | 21:53 | 16:12 |
 | Bane | 3 | 5.56% | 26.8 | 33.33% | -23.53% | -33.33% | 0.00% | 0.00% | 20:23 | 16:05 | 16:05 | 18:36 | 26:28 | 26:28 | 10:23 | 07:41 |
 | Clockwerk | 7 | 10.29% | 24.4 | 14.29% | -33.25% | -14.29% | -14.29% | 0.00% | 38:57 | 26:30 | 30:28 | 33:33 | 43:35 | 60:27 | 13:07 | 09:42 |
 | Phoenix | 1 | 2.17% | 22.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 35:28 | 00:00 | 00:00 |
 | Alchemist | 1 | 2.38% | 19.5 | 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 |
 | Lich | 1 | 11.11% | 17.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 33:58 | 00:00 | 00:00 |
 | Rubick | 1 | 2.17% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 24:12 | 00:00 | 00:00 |
 | Dazzle | 1 | 5.00% | 12.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 43:35 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 9.09% | 9.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:09 | 39:09 | 39:09 | 39:09 | 39:09 | 39:09 | 00:00 | 00:00 |
 | Venomancer | 1 | 20.00% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 31:49 | 00:00 | 00:00 |
 | Disruptor | 1 | 12.50% | 4.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 27:09 | 00:00 | 00:00 |
 | Crystal Maiden | 2 | 6.06% | 2.4 | 0.00% | -48.39% | 0.00% | 0.00% | 0.00% | 44:56 | 18:13 | 18:13 | 1:11:39 | 1:11:39 | 1:11:39 | 53:26 | 39:34 |