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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 | 266 | 5.81% | 94.4 | 61.65% | +13.35% | -12.40% | +3.50% | 1.07% | 26:43 | 09:35 | 18:13 | 24:12 | 33:01 | 1:24:59 | 10:57 |
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 | |
 | Bane | 15 | 28.85% | 100.0 | 86.67% | +46.13% | -36.67% | +13.33% | 7.23% | 24:04 | 16:17 | 18:58 | 22:16 | 25:53 | 42:57 | 06:55 | 05:07 |
 | Dark Willow | 8 | 21.62% | 98.0 | 87.50% | +32.33% | +12.50% | -37.50% | -3.71% | 34:24 | 25:30 | 25:57 | 32:57 | 39:26 | 43:30 | 13:29 | 09:59 |
 | Shadow Demon | 33 | 51.56% | 96.0 | 63.64% | +21.70% | -13.64% | +11.36% | 2.55% | 24:07 | 11:55 | 18:13 | 21:04 | 28:02 | 47:44 | 09:49 | 07:16 |
 | Rubick | 22 | 23.91% | 94.0 | 68.18% | +18.18% | -1.51% | +11.82% | 1.70% | 18:45 | 12:41 | 15:25 | 16:38 | 23:15 | 26:25 | 07:50 | 05:48 |
 | Batrider | 9 | 16.67% | 92.0 | 77.78% | +37.78% | +22.22% | +22.22% | 0.00% | 33:07 | 16:58 | 22:22 | 33:22 | 37:39 | 53:10 | 15:17 | 11:19 |
 | Pugna | 21 | 80.77% | 90.0 | 57.14% | -2.86% | -17.14% | +2.86% | 2.91% | 17:45 | 10:53 | 12:44 | 15:57 | 19:36 | 35:15 | 06:52 | 05:05 |
 | Tinker | 6 | 54.55% | 88.0 | 66.67% | +46.67% | -16.67% | -66.67% | -50.00% | 22:13 | 20:56 | 21:53 | 22:04 | 22:38 | 23:11 | 00:45 | 00:33 |
 | Ancient Apparition | 6 | 13.64% | 86.0 | 83.33% | +28.07% | -33.33% | +16.67% | 2.00% | 42:32 | 26:42 | 26:48 | 27:55 | 51:45 | 1:14:04 | 24:57 | 18:28 |
 | Zeus | 10 | 58.82% | 84.0 | 60.00% | +31.43% | +6.67% | -10.00% | -2.12% | 19:59 | 10:10 | 15:16 | 17:05 | 23:07 | 40:34 | 07:51 | 05:48 |
 | Vengeful Spirit | 3 | 6.98% | 82.0 | 100.00% | +42.50% | 0.00% | 0.00% | 0.00% | 30:03 | 21:44 | 21:44 | 22:06 | 46:18 | 46:18 | 24:34 | 18:11 |
 | Winter Wyvern | 9 | 18.00% | 80.0 | 66.67% | +17.89% | +33.33% | +33.33% | 0.00% | 23:00 | 15:26 | 16:45 | 23:21 | 27:39 | 32:58 | 10:54 | 08:04 |
 | Magnus | 9 | 15.00% | 78.0 | 66.67% | +11.77% | -16.67% | -16.67% | 0.00% | 33:33 | 27:25 | 28:46 | 33:27 | 34:35 | 43:53 | 05:49 | 04:18 |
 | Grimstroke | 16 | 55.17% | 76.0 | 50.00% | +11.54% | 0.00% | 0.00% | 0.00% | 28:21 | 16:51 | 19:04 | 25:51 | 30:46 | 55:30 | 11:42 | 08:40 |
 | Oracle | 6 | 22.22% | 74.0 | 66.67% | +33.34% | -16.67% | -66.67% | -5.83% | 25:14 | 12:34 | 18:25 | 21:24 | 27:00 | 45:20 | 08:35 | 06:21 |
 | Broodmother | 2 | 9.52% | 72.0 | 100.00% | +26.32% | 0.00% | 0.00% | 0.00% | 39:58 | 31:13 | 31:13 | 48:42 | 48:42 | 48:42 | 17:29 | 12:57 |
 | Puck | 4 | 8.70% | 70.0 | 75.00% | +22.62% | +25.00% | +25.00% | 0.00% | 28:17 | 26:12 | 26:12 | 26:22 | 29:15 | 31:18 | 03:03 | 02:15 |
 | Enigma | 7 | 17.95% | 68.0 | 57.14% | +10.26% | -7.14% | -7.14% | 0.00% | 31:22 | 22:10 | 24:14 | 32:22 | 32:23 | 39:49 | 08:09 | 06:02 |
 | Lion | 7 | 17.50% | 66.0 | 57.14% | +14.72% | -57.14% | +42.86% | 7.69% | 29:54 | 15:38 | 19:46 | 31:53 | 32:46 | 41:52 | 13:00 | 09:37 |
 | Pangolier | 3 | 9.38% | 64.0 | 66.67% | +14.95% | +33.33% | 0.00% | 0.00% | 43:47 | 39:56 | 39:56 | 42:03 | 49:21 | 49:21 | 09:25 | 06:58 |
 | Hoodwink | 2 | 40.00% | 62.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 25:00 | 24:10 | 24:10 | 25:50 | 25:50 | 25:50 | 01:40 | 01:14 |
 | Shadow Shaman | 10 | 25.00% | 60.0 | 40.00% | -10.00% | -40.00% | +60.00% | 14.25% | 20:43 | 14:15 | 16:13 | 16:43 | 23:14 | 34:15 | 07:01 | 05:11 |
 | Omniknight | 1 | 6.67% | 58.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 16:33 | 00:00 | 00:00 |
 | Jakiro | 1 | 4.55% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 39:33 | 00:00 | 00:00 |
 | Arc Warden | 2 | 28.57% | 54.0 | 50.00% | -10.00% | +50.00% | 0.00% | -13.33% | 27:42 | 25:49 | 25:49 | 29:34 | 29:34 | 29:34 | 03:45 | 02:46 |
 | Earthshaker | 6 | 6.32% | 52.0 | 50.00% | -7.30% | 0.00% | -50.00% | -3.49% | 32:11 | 21:21 | 24:02 | 32:08 | 38:21 | 44:52 | 14:19 | 10:36 |
 | Snapfire | 1 | 3.70% | 50.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:01 | 44:01 | 44:01 | 44:01 | 44:01 | 44:01 | 00:00 | 00:00 |
 | Doom | 1 | 3.23% | 48.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 23:04 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 3.23% | 46.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 30:34 | 00:00 | 00:00 |
 | Dazzle | 1 | 2.44% | 44.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 59:02 | 00:00 | 00:00 |
 | Lina | 8 | 10.67% | 42.0 | 37.50% | -20.71% | -37.50% | +12.50% | 11.19% | 14:21 | 09:35 | 09:49 | 11:18 | 14:17 | 30:29 | 04:28 | 03:18 |
 | Silencer | 1 | 2.04% | 40.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 35:38 | 00:00 | 00:00 |
 | Invoker | 1 | 1.85% | 38.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 33:02 | 00:00 | 00:00 |
 | Leshrac | 1 | 1.72% | 36.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 36:54 | 00:00 | 00:00 |
 | Weaver | 1 | 1.59% | 34.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 33:21 | 00:00 | 00:00 |
 | Kunkka | 1 | 1.54% | 32.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 23:42 | 00:00 | 00:00 |
 | Tiny | 1 | 1.30% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 34:59 | 00:00 | 00:00 |
 | Outworld Destroyer | 2 | 11.76% | 28.0 | 50.00% | +10.00% | +50.00% | 0.00% | 0.00% | 27:15 | 25:32 | 25:32 | 28:58 | 28:58 | 28:58 | 03:26 | 02:32 |
 | Skywrath Mage | 2 | 6.67% | 26.0 | 50.00% | +17.86% | -50.00% | 0.00% | 0.00% | 26:36 | 19:37 | 19:37 | 33:34 | 33:34 | 33:34 | 13:57 | 10:20 |
 | Disruptor | 2 | 5.71% | 24.0 | 50.00% | +1.52% | -50.00% | 0.00% | 0.00% | 29:50 | 29:16 | 29:16 | 30:23 | 30:23 | 30:23 | 01:07 | 00:49 |
 | Nyx Assassin | 2 | 5.00% | 22.0 | 50.00% | -5.26% | +50.00% | 0.00% | 0.00% | 37:24 | 23:09 | 23:09 | 51:39 | 51:39 | 51:39 | 28:30 | 21:06 |
 | Muerta | 3 | 12.00% | 20.0 | 33.33% | -7.58% | -33.33% | 0.00% | 0.00% | 18:04 | 16:38 | 16:38 | 17:38 | 19:56 | 19:56 | 03:18 | 02:26 |
 | Tusk | 2 | 3.13% | 18.0 | 50.00% | 0.00% | +50.00% | 0.00% | 0.00% | 43:46 | 40:18 | 40:18 | 47:14 | 47:14 | 47:14 | 06:56 | 05:08 |
 | Sand King | 3 | 5.17% | 16.0 | 33.33% | +4.24% | -33.33% | 0.00% | 2.24% | 26:20 | 20:03 | 20:03 | 24:00 | 34:57 | 34:57 | 14:54 | 11:02 |
 | Beastmaster | 4 | 10.53% | 14.0 | 25.00% | -25.00% | -25.00% | -25.00% | 0.00% | 39:56 | 22:16 | 22:16 | 37:40 | 43:55 | 55:52 | 21:39 | 16:02 |
 | Earth Spirit | 1 | 2.70% | 12.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 40:21 | 00:00 | 00:00 |
 | Ogre Magi | 1 | 2.86% | 10.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 42:33 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 3.70% | 8.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 20:31 | 00:00 | 00:00 |
 | Crystal Maiden | 4 | 6.78% | 6.0 | 0.00% | -52.73% | 0.00% | 0.00% | 0.00% | 33:50 | 30:19 | 30:19 | 32:22 | 33:30 | 39:08 | 03:11 | 02:21 |
 | Lich | 2 | 5.00% | 4.0 | 0.00% | -52.63% | 0.00% | 0.00% | 0.00% | 57:40 | 30:20 | 30:20 | 1:24:59 | 1:24:59 | 1:24:59 | 54:39 | 40:28 |
 | Void Spirit | 1 | 5.56% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 35:53 | 00:00 | 00:00 |