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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 | 179 | 5.09% | 35.4 | 53.07% | +3.91% | -8.63% | +6.93% | 1.19% | 32:54 | 09:32 | 25:19 | 31:21 | 38:25 | 1:13:41 | 09:42 |
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 | |
 | Lina | 4 | 57.14% | 100.0 | 75.00% | +41.67% | +25.00% | +25.00% | 0.00% | 33:24 | 25:19 | 25:19 | 31:55 | 36:35 | 39:47 | 11:16 | 08:20 |
 | Techies | 26 | 24.30% | 97.9 | 57.69% | +4.60% | -14.83% | +25.64% | 3.02% | 33:00 | 15:21 | 25:19 | 29:51 | 38:44 | 1:13:41 | 13:25 | 09:56 |
 | Witch Doctor | 6 | 31.58% | 95.8 | 66.67% | +20.52% | -16.67% | -66.67% | -2.36% | 34:48 | 19:24 | 24:19 | 33:33 | 45:31 | 48:54 | 21:12 | 15:42 |
 | Zeus | 4 | 23.53% | 93.8 | 75.00% | +13.46% | +25.00% | +25.00% | 0.00% | 26:21 | 19:19 | 19:19 | 21:21 | 29:56 | 34:46 | 10:37 | 07:51 |
 | Ancient Apparition | 2 | 11.76% | 91.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 33:06 | 28:56 | 28:56 | 37:15 | 37:15 | 37:15 | 08:19 | 06:09 |
 | Void Spirit | 3 | 3.70% | 89.6 | 100.00% | +43.59% | 0.00% | 0.00% | 0.00% | 30:06 | 19:47 | 19:47 | 34:57 | 35:33 | 35:33 | 15:46 | 11:40 |
 | Crystal Maiden | 10 | 17.24% | 87.5 | 60.00% | +7.92% | +6.67% | -10.00% | -0.56% | 35:48 | 19:20 | 22:56 | 27:54 | 52:56 | 1:02:31 | 30:00 | 22:13 |
 | Oracle | 8 | 10.26% | 85.4 | 62.50% | +12.50% | -12.50% | +37.50% | 5.35% | 31:24 | 16:03 | 22:50 | 28:42 | 32:11 | 57:27 | 09:21 | 06:55 |
 | Jakiro | 11 | 16.92% | 83.3 | 54.55% | +15.66% | +45.45% | +12.12% | -2.22% | 31:52 | 18:09 | 21:57 | 35:36 | 36:56 | 47:07 | 14:59 | 11:05 |
 | Undying | 6 | 7.59% | 81.3 | 66.67% | +13.25% | +33.33% | +33.33% | 0.00% | 26:39 | 15:23 | 22:30 | 23:03 | 32:56 | 42:25 | 10:26 | 07:43 |
 | Rubick | 12 | 16.44% | 79.2 | 50.00% | +7.38% | -16.67% | +16.67% | 3.88% | 34:16 | 25:25 | 27:22 | 34:17 | 35:57 | 53:41 | 08:35 | 06:21 |
 | Silencer | 5 | 16.13% | 77.1 | 60.00% | +21.54% | +40.00% | -60.00% | -13.95% | 38:38 | 32:46 | 32:46 | 37:18 | 39:56 | 50:05 | 07:10 | 05:18 |
 | Keeper of the Light | 6 | 19.35% | 75.0 | 50.00% | -14.00% | 0.00% | +50.00% | 6.13% | 28:00 | 16:43 | 21:22 | 25:58 | 29:31 | 45:07 | 08:09 | 06:02 |
 | Shadow Demon | 6 | 19.35% | 72.9 | 50.00% | +2.00% | 0.00% | +50.00% | 4.16% | 27:41 | 17:05 | 19:32 | 27:37 | 31:33 | 39:14 | 12:01 | 08:54 |
 | Skywrath Mage | 10 | 31.25% | 70.8 | 40.00% | -5.45% | -6.67% | -40.00% | -2.49% | 31:02 | 18:33 | 24:38 | 27:41 | 38:01 | 45:57 | 13:23 | 09:54 |
 | Lion | 1 | 9.09% | 68.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 23:14 | 00:00 | 00:00 |
 | Earthshaker | 1 | 8.33% | 66.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 35:40 | 00:00 | 00:00 |
 | Sand King | 1 | 8.33% | 64.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:48 | 46:48 | 46:48 | 46:48 | 46:48 | 46:48 | 00:00 | 00:00 |
 | Puck | 3 | 8.57% | 62.5 | 66.67% | +4.17% | -66.67% | 0.00% | 0.00% | 27:52 | 23:27 | 23:27 | 30:00 | 30:10 | 30:10 | 06:43 | 04:58 |
 | Nyx Assassin | 3 | 5.88% | 60.4 | 66.67% | +29.17% | +33.33% | 0.00% | 0.00% | 39:27 | 30:32 | 30:32 | 36:18 | 51:30 | 51:30 | 20:58 | 15:31 |
 | Muerta | 1 | 4.76% | 58.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 25:55 | 00:00 | 00:00 |
 | Abaddon | 1 | 3.57% | 56.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 1:02:20 | 00:00 | 00:00 |
 | Queen of Pain | 1 | 2.70% | 54.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 29:39 | 00:00 | 00:00 |
 | Medusa | 1 | 2.08% | 52.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 21:18 | 00:00 | 00:00 |
 | Leshrac | 2 | 18.18% | 50.0 | 50.00% | -5.56% | -50.00% | 0.00% | 0.00% | 28:44 | 26:36 | 26:36 | 30:51 | 30:51 | 30:51 | 04:15 | 03:08 |
 | Lich | 8 | 8.51% | 47.9 | 37.50% | -19.48% | -37.50% | +12.50% | 6.19% | 31:06 | 20:23 | 25:44 | 31:00 | 33:49 | 40:30 | 08:05 | 05:59 |
 | Venomancer | 1 | 1.89% | 45.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 57:39 | 00:00 | 00:00 |
 | Windranger | 1 | 1.05% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 32:53 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 0.97% | 41.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 54:07 | 00:00 | 00:00 |
 | Warlock | 2 | 11.76% | 39.6 | 50.00% | +23.33% | -50.00% | 0.00% | 0.00% | 42:27 | 24:09 | 24:09 | 60:44 | 60:44 | 60:44 | 36:35 | 27:05 |
 | Grimstroke | 3 | 25.00% | 37.5 | 33.33% | -22.23% | -33.33% | 0.00% | 0.00% | 30:03 | 16:13 | 16:13 | 30:04 | 43:52 | 43:52 | 27:39 | 20:28 |
 | Death Prophet | 2 | 7.69% | 35.4 | 50.00% | -4.17% | -50.00% | 0.00% | 0.00% | 30:39 | 25:00 | 25:00 | 36:18 | 36:18 | 36:18 | 11:18 | 08:22 |
 | Pudge | 3 | 16.67% | 33.3 | 33.33% | -20.00% | -33.33% | 0.00% | 0.00% | 42:03 | 38:30 | 38:30 | 38:37 | 49:02 | 49:02 | 10:32 | 07:48 |
 | Io | 3 | 14.29% | 31.3 | 33.33% | -27.78% | -33.33% | 0.00% | 0.00% | 33:30 | 23:28 | 23:28 | 28:16 | 48:46 | 48:46 | 25:18 | 18:44 |
 | Mirana | 2 | 4.35% | 29.2 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 42:54 | 33:42 | 33:42 | 52:05 | 52:05 | 52:05 | 18:23 | 13:37 |
 | Disruptor | 5 | 6.76% | 27.1 | 20.00% | -30.72% | -20.00% | -20.00% | 0.00% | 34:42 | 28:09 | 28:09 | 33:00 | 36:54 | 42:47 | 08:45 | 06:28 |
 | Tiny | 1 | 10.00% | 25.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 43:04 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 5.56% | 22.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 38:58 | 00:00 | 00:00 |
 | Phoenix | 1 | 9.09% | 20.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 27:53 | 00:00 | 00:00 |
 | Batrider | 1 | 2.70% | 18.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 09:32 | 00:00 | 00:00 |
 | Clockwerk | 1 | 3.33% | 16.7 | 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 |
 | Tinker | 2 | 100.00% | 14.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:08 | 23:16 | 23:16 | 25:00 | 25:00 | 25:00 | 01:44 | 01:17 |
 | Hoodwink | 1 | 3.57% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 27:55 | 00:00 | 00:00 |
 | Sniper | 1 | 5.00% | 10.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 39:02 | 00:00 | 00:00 |
 | Timbersaw | 2 | 3.85% | 8.3 | 0.00% | -54.00% | 0.00% | 0.00% | 0.00% | 42:27 | 36:02 | 36:02 | 48:52 | 48:52 | 48:52 | 12:50 | 09:30 |
 | Viper | 1 | 7.69% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 43:28 | 00:00 | 00:00 |
 | Alchemist | 1 | 2.50% | 4.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 26:52 | 00:00 | 00:00 |
 | Pangolier | 1 | 2.63% | 2.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 22:13 | 00:00 | 00:00 |