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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 | 491 | 12.18% | 87.3 | 58.25% | +11.91% | +1.91% | -0.53% | -0.25% | 24:23 | 08:34 | 18:28 | 22:33 | 28:11 | 1:14:14 | 07:11 |
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 | |
 | Crystal Maiden | 1 | 100.00% | 100.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 28:09 | 00:00 | 00:00 |
 | Pugna | 2 | 66.67% | 98.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 09:52 | 08:34 | 08:34 | 11:10 | 11:10 | 11:10 | 02:36 | 01:55 |
 | Enigma | 2 | 66.67% | 96.0 | 100.00% | +100.00% | 0.00% | 0.00% | 0.00% | 39:28 | 27:32 | 27:32 | 51:23 | 51:23 | 51:23 | 23:51 | 17:40 |
 | Magnus | 7 | 29.17% | 94.0 | 100.00% | +47.06% | 0.00% | 0.00% | 0.00% | 24:34 | 16:07 | 18:58 | 22:00 | 26:15 | 38:04 | 07:17 | 05:23 |
 | Shadow Shaman | 8 | 88.89% | 92.0 | 87.50% | +87.50% | -37.50% | +12.50% | 27.27% | 14:55 | 11:54 | 13:04 | 14:06 | 14:54 | 20:55 | 01:50 | 01:21 |
 | Earthshaker | 5 | 33.33% | 90.0 | 100.00% | +60.00% | 0.00% | 0.00% | 0.00% | 28:48 | 20:10 | 20:10 | 31:15 | 32:40 | 34:08 | 12:30 | 09:15 |
 | Lich | 2 | 50.00% | 88.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 23:57 | 21:41 | 21:41 | 26:12 | 26:12 | 26:12 | 04:31 | 03:20 |
 | Jakiro | 8 | 22.86% | 86.0 | 87.50% | +46.76% | -37.50% | +12.50% | 3.35% | 24:49 | 10:48 | 11:33 | 26:00 | 26:28 | 40:14 | 14:55 | 11:02 |
 | Oracle | 4 | 50.00% | 84.0 | 75.00% | 0.00% | +25.00% | +25.00% | 0.00% | 23:49 | 16:57 | 16:57 | 21:35 | 24:09 | 32:34 | 07:12 | 05:20 |
 | Hoodwink | 34 | 58.62% | 82.0 | 58.82% | -3.68% | +7.85% | -8.82% | -2.02% | 20:45 | 14:08 | 16:40 | 20:18 | 24:55 | 32:29 | 08:15 | 06:06 |
 | Batrider | 19 | 70.37% | 80.0 | 57.89% | +20.39% | +42.11% | -37.89% | -10.67% | 26:23 | 13:00 | 22:36 | 25:42 | 30:06 | 44:31 | 07:30 | 05:33 |
 | Bane | 111 | 75.51% | 78.0 | 53.15% | +0.37% | +3.99% | -6.72% | -2.06% | 24:50 | 15:33 | 21:44 | 23:53 | 26:56 | 46:36 | 05:12 | 03:51 |
 | Techies | 2 | 100.00% | 76.0 | 50.00% | +50.00% | +50.00% | 0.00% | 0.00% | 19:01 | 17:23 | 17:23 | 20:39 | 20:39 | 20:39 | 03:16 | 02:25 |
 | Puck | 6 | 9.23% | 74.0 | 83.33% | +37.57% | +16.67% | -83.33% | 0.00% | 36:43 | 28:32 | 32:06 | 35:22 | 42:16 | 43:25 | 10:10 | 07:31 |
 | Weaver | 9 | 7.69% | 72.0 | 77.78% | +27.78% | +22.22% | -27.78% | -5.42% | 39:56 | 29:53 | 32:22 | 35:23 | 41:36 | 1:05:33 | 09:14 | 06:50 |
 | Rubick | 49 | 90.74% | 70.0 | 48.98% | -11.02% | +9.35% | -15.65% | -8.72% | 18:16 | 14:12 | 15:41 | 17:14 | 18:33 | 32:48 | 02:52 | 02:07 |
 | Lion | 16 | 23.88% | 68.0 | 62.50% | +9.56% | -12.50% | +12.50% | 0.00% | 31:28 | 18:40 | 25:09 | 28:43 | 36:58 | 46:08 | 11:49 | 08:45 |
 | Shadow Demon | 26 | 92.86% | 66.0 | 46.15% | +46.15% | +25.28% | -12.82% | -7.06% | 19:19 | 12:18 | 16:08 | 18:41 | 21:32 | 31:47 | 05:24 | 04:00 |
 | Outworld Destroyer | 19 | 26.39% | 64.0 | 57.89% | +10.72% | +2.11% | -37.89% | -3.50% | 20:45 | 12:22 | 13:52 | 17:58 | 25:18 | 38:51 | 11:26 | 08:28 |
 | Grimstroke | 71 | 67.62% | 62.0 | 46.48% | +14.13% | -13.15% | +3.52% | 3.45% | 21:15 | 11:06 | 16:56 | 19:55 | 21:46 | 51:49 | 04:50 | 03:34 |
 | Ogre Magi | 17 | 18.89% | 60.0 | 58.82% | +17.72% | -8.82% | -8.82% | 0.00% | 28:12 | 15:19 | 21:15 | 27:42 | 32:20 | 46:33 | 11:05 | 08:12 |
 | Winter Wyvern | 1 | 25.00% | 58.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 29:23 | 00:00 | 00:00 |
 | Venomancer | 1 | 25.00% | 56.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 22:33 | 00:00 | 00:00 |
 | Void Spirit | 3 | 4.62% | 54.0 | 100.00% | +50.00% | 0.00% | 0.00% | 0.00% | 44:07 | 38:56 | 38:56 | 45:06 | 48:20 | 48:20 | 09:24 | 06:57 |
 | Skywrath Mage | 11 | 37.93% | 52.0 | 54.55% | -6.56% | +45.45% | -54.55% | -16.62% | 25:11 | 17:59 | 19:53 | 24:37 | 25:54 | 35:20 | 06:01 | 04:27 |
 | Abaddon | 4 | 11.76% | 50.0 | 75.00% | +18.33% | +25.00% | -75.00% | 0.00% | 27:25 | 19:31 | 19:31 | 25:05 | 27:19 | 37:45 | 07:48 | 05:46 |
 | Phantom Lancer | 7 | 26.92% | 48.0 | 57.14% | +15.03% | +42.86% | +42.86% | 0.00% | 31:28 | 24:01 | 25:23 | 33:13 | 33:35 | 44:17 | 08:12 | 06:04 |
 | Treant Protector | 2 | 5.56% | 46.0 | 100.00% | +61.76% | 0.00% | 0.00% | 0.00% | 32:19 | 27:37 | 27:37 | 37:00 | 37:00 | 37:00 | 09:23 | 06:57 |
 | Dark Willow | 4 | 6.45% | 44.0 | 75.00% | +40.52% | +25.00% | +25.00% | 0.00% | 34:23 | 28:05 | 28:05 | 36:17 | 36:20 | 36:50 | 08:15 | 06:06 |
 | Beastmaster | 2 | 3.64% | 42.0 | 100.00% | +41.51% | 0.00% | 0.00% | 0.00% | 40:36 | 38:24 | 38:24 | 42:48 | 42:48 | 42:48 | 04:24 | 03:15 |
 | Pangolier | 2 | 3.45% | 40.0 | 100.00% | +46.43% | 0.00% | 0.00% | 0.00% | 34:25 | 20:02 | 20:02 | 48:48 | 48:48 | 48:48 | 28:46 | 21:18 |
 | Zeus | 2 | 50.00% | 38.0 | 50.00% | +50.00% | +50.00% | 0.00% | -50.00% | 10:40 | 10:20 | 10:20 | 10:59 | 10:59 | 10:59 | 00:39 | 00:28 |
 | Ember Spirit | 2 | 2.50% | 36.0 | 100.00% | +44.87% | 0.00% | 0.00% | 0.00% | 39:50 | 39:02 | 39:02 | 40:38 | 40:38 | 40:38 | 01:36 | 01:11 |
 | Tinker | 5 | 50.00% | 34.0 | 40.00% | -40.00% | +60.00% | -40.00% | 0.00% | 24:50 | 19:34 | 19:34 | 24:31 | 25:08 | 30:40 | 05:34 | 04:07 |
 | Pudge | 2 | 40.00% | 32.0 | 50.00% | -16.67% | +50.00% | 0.00% | 0.00% | 18:23 | 18:19 | 18:19 | 18:26 | 18:26 | 18:26 | 00:07 | 00:05 |
 | Nature's Prophet | 1 | 5.56% | 30.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 32:50 | 00:00 | 00:00 |
 | Invoker | 3 | 5.00% | 28.0 | 66.67% | +17.55% | +33.33% | 0.00% | 0.00% | 48:38 | 24:34 | 24:34 | 47:53 | 1:13:28 | 1:13:28 | 48:54 | 36:13 |
 | Dark Seer | 1 | 4.35% | 26.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 20:30 | 00:00 | 00:00 |
 | Bloodseeker | 1 | 3.57% | 24.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 13:08 | 00:00 | 00:00 |
 | Nyx Assassin | 4 | 7.41% | 22.0 | 50.00% | 0.00% | +50.00% | -50.00% | 0.00% | 38:27 | 19:46 | 19:46 | 29:37 | 30:11 | 1:14:14 | 10:25 | 07:42 |
 | Timbersaw | 1 | 2.50% | 20.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 36:20 | 00:00 | 00:00 |
 | Luna | 1 | 1.64% | 18.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 27:00 | 00:00 | 00:00 |
 | Spirit Breaker | 1 | 0.92% | 16.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 46:11 | 00:00 | 00:00 |
 | Snapfire | 1 | 0.82% | 14.0 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 26:51 | 00:00 | 00:00 |
 | Lina | 2 | 4.00% | 12.0 | 50.00% | +6.25% | +50.00% | 0.00% | 0.00% | 16:35 | 16:25 | 16:25 | 16:45 | 16:45 | 16:45 | 00:20 | 00:14 |
 | Queen of Pain | 2 | 1.42% | 10.0 | 50.00% | -0.36% | -50.00% | 0.00% | 0.00% | 36:33 | 32:09 | 32:09 | 40:56 | 40:56 | 40:56 | 08:47 | 06:30 |
 | Disruptor | 4 | 5.13% | 8.0 | 25.00% | -26.35% | -25.00% | +75.00% | 0.00% | 23:06 | 19:40 | 19:40 | 21:26 | 23:06 | 28:12 | 03:26 | 02:32 |
 | Sand King | 1 | 4.35% | 6.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 45:22 | 00:00 | 00:00 |
 | Chaos Knight | 1 | 5.56% | 4.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 28:49 | 00:00 | 00:00 |
 | Omniknight | 1 | 100.00% | 2.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 26:01 | 00:00 | 00:00 |