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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 | |
 | Aether Lens | 369 | 9.39% | 94.8 | 60.98% | +13.74% | +0.98% | +10.76% | 0.82% | 24:13 | 10:01 | 17:01 | 21:06 | 28:58 | 1:08:58 | 08:51 |
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 | 40.00% | 100.0 | 100.00% | +33.33% | 0.00% | 0.00% | 0.00% | 26:17 | 25:30 | 25:30 | 27:03 | 27:03 | 27:03 | 01:33 | 01:08 |
 | Oracle | 18 | 33.96% | 97.7 | 83.33% | +31.90% | +16.67% | +16.67% | 0.00% | 24:02 | 16:22 | 19:09 | 22:24 | 26:32 | 45:08 | 07:23 | 05:28 |
 | Earthshaker | 2 | 33.33% | 95.3 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 29:38 | 28:12 | 28:12 | 31:04 | 31:04 | 31:04 | 02:52 | 02:07 |
 | Grimstroke | 66 | 46.81% | 93.0 | 69.70% | +28.37% | +0.89% | +5.30% | 0.71% | 20:44 | 12:02 | 17:04 | 18:59 | 23:16 | 41:51 | 06:12 | 04:35 |
 | Lion | 36 | 28.35% | 90.7 | 69.44% | +39.77% | -13.88% | -13.88% | 0.00% | 29:50 | 16:03 | 23:06 | 27:46 | 33:23 | 51:47 | 10:17 | 07:37 |
 | Pugna | 13 | 92.86% | 88.4 | 61.54% | +61.54% | +38.46% | -28.21% | -35.72% | 12:32 | 10:01 | 11:23 | 11:53 | 13:15 | 19:18 | 01:52 | 01:22 |
 | Ember Spirit | 8 | 11.43% | 86.0 | 87.50% | +37.50% | +12.50% | -37.50% | -2.62% | 34:33 | 20:56 | 23:31 | 28:58 | 42:34 | 49:37 | 19:03 | 14:06 |
 | Dark Willow | 9 | 20.93% | 83.7 | 77.78% | +33.66% | +22.22% | +22.22% | 0.00% | 36:51 | 20:04 | 27:40 | 39:14 | 43:31 | 48:42 | 15:51 | 11:44 |
 | Phantom Lancer | 8 | 26.67% | 81.4 | 75.00% | +25.00% | -25.00% | +25.00% | 5.23% | 30:44 | 23:54 | 25:46 | 29:45 | 35:20 | 37:25 | 09:34 | 07:05 |
 | Leshrac | 4 | 7.27% | 79.1 | 100.00% | +54.90% | 0.00% | 0.00% | 0.00% | 34:25 | 27:00 | 27:00 | 30:31 | 37:23 | 42:47 | 10:23 | 07:41 |
 | Void Spirit | 7 | 8.43% | 76.7 | 85.71% | +50.18% | +14.29% | -35.71% | -3.92% | 40:27 | 32:15 | 34:32 | 35:33 | 47:17 | 49:33 | 12:45 | 09:26 |
 | Silencer | 1 | 33.33% | 74.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 36:30 | 00:00 | 00:00 |
 | Ogre Magi | 9 | 34.62% | 72.1 | 66.67% | +31.38% | -16.67% | -16.67% | 0.00% | 24:44 | 16:51 | 19:09 | 24:40 | 29:02 | 31:20 | 09:53 | 07:19 |
 | Tinker | 2 | 100.00% | 69.8 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 18:17 | 16:18 | 16:18 | 20:16 | 20:16 | 20:16 | 03:58 | 02:56 |
 | Winter Wyvern | 4 | 30.77% | 67.4 | 75.00% | +63.89% | +25.00% | +25.00% | 0.00% | 18:53 | 13:32 | 13:32 | 14:52 | 21:15 | 25:53 | 07:43 | 05:42 |
 | Pudge | 3 | 50.00% | 65.1 | 66.67% | 0.00% | -66.67% | 0.00% | 0.00% | 30:12 | 17:50 | 17:50 | 35:46 | 37:00 | 37:00 | 19:10 | 14:11 |
 | Rubick | 45 | 86.54% | 62.8 | 46.67% | +32.38% | +35.15% | -10.31% | -13.18% | 16:50 | 11:28 | 14:39 | 16:06 | 18:06 | 25:57 | 03:27 | 02:33 |
 | Shadow Demon | 20 | 86.96% | 60.5 | 45.00% | +45.00% | +15.00% | +15.00% | 0.00% | 18:37 | 12:44 | 14:05 | 16:38 | 20:44 | 31:31 | 06:39 | 04:55 |
 | Shadow Shaman | 24 | 100.00% | 58.1 | 41.67% | +41.67% | +8.33% | -25.00% | -8.16% | 18:21 | 13:14 | 15:32 | 17:27 | 19:37 | 27:18 | 04:05 | 03:01 |
 | Puck | 9 | 9.00% | 55.8 | 66.67% | +11.72% | -16.67% | -16.67% | 0.00% | 36:41 | 23:52 | 33:39 | 36:34 | 38:58 | 48:10 | 05:19 | 03:56 |
 | Lina | 27 | 47.37% | 53.5 | 44.44% | -12.23% | +12.70% | -15.87% | -9.02% | 18:58 | 14:04 | 16:24 | 18:28 | 19:34 | 29:03 | 03:10 | 02:20 |
 | Skywrath Mage | 3 | 27.27% | 51.2 | 66.67% | +41.67% | +33.33% | 0.00% | 0.00% | 18:35 | 17:54 | 17:54 | 18:49 | 19:03 | 19:03 | 01:09 | 00:51 |
 | Sand King | 2 | 5.88% | 48.8 | 100.00% | +62.50% | 0.00% | 0.00% | 0.00% | 34:54 | 34:21 | 34:21 | 35:27 | 35:27 | 35:27 | 01:06 | 00:48 |
 | Jakiro | 1 | 16.67% | 46.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 17:45 | 00:00 | 00:00 |
 | Batrider | 11 | 78.57% | 44.2 | 36.36% | +36.36% | +63.64% | -36.36% | -22.90% | 29:20 | 20:50 | 26:21 | 29:19 | 30:43 | 45:56 | 04:22 | 03:14 |
 | Crystal Maiden | 1 | 14.29% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 24:49 | 00:00 | 00:00 |
 | Bane | 4 | 36.36% | 39.5 | 50.00% | +7.14% | -50.00% | +50.00% | 5.72% | 37:54 | 23:35 | 23:35 | 39:51 | 41:04 | 47:05 | 17:29 | 12:57 |
 | Hoodwink | 5 | 45.45% | 37.2 | 40.00% | +40.00% | -40.00% | +60.00% | 36.81% | 21:51 | 19:46 | 19:46 | 21:03 | 22:29 | 25:30 | 02:43 | 02:00 |
 | Magnus | 4 | 17.39% | 34.9 | 50.00% | +2.63% | +50.00% | -50.00% | 0.00% | 37:24 | 32:30 | 32:30 | 35:35 | 39:34 | 41:58 | 07:04 | 05:14 |
 | Chaos Knight | 1 | 5.88% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 22:18 | 00:00 | 00:00 |
 | Warlock | 1 | 3.45% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 26:25 | 00:00 | 00:00 |
 | Beastmaster | 1 | 3.45% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 32:21 | 00:00 | 00:00 |
 | Dark Seer | 1 | 2.38% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 29:53 | 00:00 | 00:00 |
 | Death Prophet | 1 | 2.00% | 23.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 1:08:58 | 00:00 | 00:00 |
 | Ancient Apparition | 1 | 1.67% | 20.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 57:07 | 00:00 | 00:00 |
 | Keeper of the Light | 2 | 11.76% | 18.6 | 50.00% | -3.33% | +50.00% | 0.00% | 0.00% | 31:59 | 24:03 | 24:03 | 39:54 | 39:54 | 39:54 | 15:51 | 11:44 |
 | Snapfire | 1 | 0.79% | 16.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 32:30 | 00:00 | 00:00 |
 | Invoker | 2 | 4.17% | 14.0 | 50.00% | -4.35% | -50.00% | 0.00% | 0.00% | 42:08 | 28:16 | 28:16 | 56:00 | 56:00 | 56:00 | 27:44 | 20:32 |
 | Nyx Assassin | 2 | 4.00% | 11.6 | 50.00% | +8.33% | -50.00% | 0.00% | 0.00% | 43:37 | 34:01 | 34:01 | 53:13 | 53:13 | 53:13 | 19:12 | 14:13 |
 | Pangolier | 1 | 2.08% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:06:59 | 1:06:59 | 1:06:59 | 1:06:59 | 1:06:59 | 1:06:59 | 00:00 | 00:00 |
 | Mars | 1 | 0.95% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 20:59 | 00:00 | 00:00 |
 | Abaddon | 5 | 7.25% | 4.7 | 0.00% | -50.00% | 0.00% | 0.00% | 0.00% | 25:45 | 19:07 | 19:07 | 26:57 | 27:33 | 29:44 | 08:26 | 06:14 |
 | Zeus | 1 | 50.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 12:16 | 00:00 | 00:00 |