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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 | |
 | Aghanim's Shard | 123 | 9.92% | 94.8 | 67.48% | +13.59% | +13.77% | +0.26% | -1.37% | 29:00 | 20:00 | 23:08 | 26:33 | 33:01 | 56:04 | 07:57 |
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 | |
 | Bounty Hunter | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Earthshaker | 14 | 82.35% | 96.9 | 78.57% | +4.80% | +1.43% | -11.90% | -3.75% | 23:40 | 20:00 | 21:38 | 24:20 | 25:11 | 31:44 | 03:33 | 03:06 |
 | Witch Doctor | 14 | 35.00% | 93.8 | 78.57% | +21.38% | +1.43% | -11.90% | -0.59% | 31:58 | 20:06 | 22:15 | 33:37 | 44:45 | 45:12 | 22:30 | 10:05 |
 | Clockwerk | 3 | 21.43% | 90.6 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 22:45 | 21:08 | 22:40 | 24:27 | 24:27 | 24:27 | 01:47 | 01:39 |
 | Nature's Prophet | 17 | 62.96% | 87.5 | 64.71% | -9.64% | -4.71% | -14.71% | -1.87% | 24:24 | 20:04 | 21:15 | 25:12 | 26:36 | 32:21 | 05:21 | 03:43 |
 | Phoenix | 3 | 14.29% | 84.4 | 100.00% | +20.88% | 0.00% | 0.00% | 0.00% | 28:34 | 24:47 | 25:09 | 35:47 | 35:47 | 35:47 | 10:38 | 06:14 |
 | Enigma | 2 | 15.38% | 81.3 | 100.00% | +35.64% | 0.00% | 0.00% | 0.00% | 33:23 | 26:52 | 39:53 | 39:53 | 39:53 | 39:53 | 00:00 | 09:12 |
 | Wraith King | 11 | 25.58% | 78.1 | 63.64% | -0.77% | +11.36% | +3.03% | 0.00% | 30:29 | 20:50 | 25:41 | 29:44 | 35:21 | 47:01 | 09:40 | 07:59 |
 | Earth Spirit | 5 | 11.90% | 75.0 | 80.00% | +35.21% | +20.00% | -80.00% | 0.00% | 29:44 | 20:03 | 24:16 | 35:27 | 43:54 | 43:54 | 19:38 | 09:44 |
 | Axe | 1 | 25.00% | 71.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 41:06 | 00:00 | 00:00 |
 | Keeper of the Light | 2 | 8.70% | 68.8 | 100.00% | +47.44% | 0.00% | 0.00% | 0.00% | 30:48 | 30:07 | 31:29 | 31:29 | 31:29 | 31:29 | 00:00 | 00:57 |
 | Mars | 8 | 18.18% | 65.6 | 62.50% | +10.17% | +4.17% | -62.50% | -4.02% | 30:37 | 22:04 | 24:10 | 29:33 | 40:46 | 41:35 | 16:36 | 07:47 |
 | Bloodseeker | 1 | 16.67% | 62.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 27:46 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 14.29% | 59.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 38:34 | 00:00 | 00:00 |
 | Juggernaut | 10 | 52.63% | 56.3 | 40.00% | +5.95% | +10.00% | +10.00% | 0.00% | 26:59 | 20:01 | 24:56 | 27:13 | 32:19 | 32:38 | 07:23 | 04:30 |
 | Tusk | 5 | 15.15% | 53.1 | 60.00% | -5.09% | -10.00% | +40.00% | 8.22% | 27:28 | 23:15 | 25:11 | 31:07 | 31:16 | 31:16 | 06:05 | 03:35 |
 | Dark Seer | 1 | 10.00% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 33:01 | 00:00 | 00:00 |
 | Slardar | 1 | 9.09% | 46.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 32:27 | 00:00 | 00:00 |
 | Medusa | 1 | 8.33% | 43.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 21:55 | 00:00 | 00:00 |
 | Ember Spirit | 1 | 5.88% | 40.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 28:13 | 00:00 | 00:00 |
 | Troll Warlord | 1 | 5.00% | 37.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 49:42 | 49:42 | 49:42 | 49:42 | 49:42 | 49:42 | 00:00 | 00:00 |
 | Mirana | 1 | 3.85% | 34.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 29:14 | 00:00 | 00:00 |
 | Void Spirit | 1 | 3.85% | 31.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 55:40 | 00:00 | 00:00 |
 | Shadow Shaman | 5 | 20.83% | 28.1 | 40.00% | -8.31% | +10.00% | +60.00% | 0.00% | 29:12 | 21:50 | 25:28 | 29:40 | 43:06 | 43:06 | 17:38 | 08:15 |
 | Alchemist | 2 | 20.00% | 25.0 | 50.00% | -6.69% | 0.00% | 0.00% | 0.00% | 37:33 | 36:48 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 01:03 |
 | Venomancer | 3 | 27.27% | 21.9 | 33.33% | -13.05% | +16.67% | -33.33% | 0.00% | 31:13 | 29:30 | 30:04 | 34:06 | 34:06 | 34:06 | 04:02 | 02:30 |
 | Beastmaster | 2 | 7.41% | 18.8 | 50.00% | -18.57% | 0.00% | 0.00% | 0.00% | 29:26 | 21:40 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 10:58 |
 | Grimstroke | 2 | 5.00% | 15.6 | 50.00% | +6.60% | 0.00% | 0.00% | 0.00% | 29:00 | 20:48 | 37:11 | 37:11 | 37:11 | 37:11 | 00:00 | 11:35 |
 | Winter Wyvern | 1 | 16.67% | 12.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:04 | 56:04 | 56:04 | 56:04 | 56:04 | 56:04 | 00:00 | 00:00 |
 | Invoker | 1 | 6.25% | 9.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 22:51 | 00:00 | 00:00 |
 | Visage | 1 | 50.00% | 6.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 24:03 | 00:00 | 00:00 |
 | Skywrath Mage | 1 | 33.33% | 3.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 25:09 | 00:00 | 00:00 |