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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 | 344 | 9.77% | 59.8 | 54.07% | +6.13% | +0.58% | +2.91% | 0.21% | 23:50 | 09:04 | 17:12 | 21:33 | 28:04 | 56:20 | 08:02 |
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 | |
 | Grimstroke | 9 | 75.00% | 100.0 | 66.67% | +66.67% | -16.67% | +33.33% | 5.18% | 20:48 | 11:55 | 13:02 | 21:08 | 22:41 | 37:17 | 09:39 | 07:08 |
 | Techies | 38 | 35.51% | 97.7 | 68.42% | +22.04% | +21.58% | +9.36% | -0.90% | 23:42 | 12:37 | 15:37 | 20:00 | 29:10 | 53:00 | 13:33 | 10:02 |
 | Shadow Shaman | 4 | 50.00% | 95.3 | 75.00% | +50.00% | +25.00% | -75.00% | -100.00% | 28:20 | 24:07 | 24:07 | 24:33 | 24:59 | 39:42 | 00:52 | 00:38 |
 | Jakiro | 10 | 15.38% | 93.0 | 80.00% | +45.45% | -46.67% | +20.00% | 4.63% | 28:38 | 17:30 | 19:14 | 26:26 | 33:38 | 50:15 | 14:24 | 10:40 |
 | Oracle | 56 | 71.79% | 90.7 | 57.14% | +20.78% | +7.15% | -7.14% | -1.72% | 22:40 | 09:51 | 17:36 | 21:18 | 25:54 | 41:26 | 08:18 | 06:08 |
 | Bane | 4 | 100.00% | 88.4 | 50.00% | +50.00% | -50.00% | +50.00% | 8.78% | 29:41 | 17:41 | 17:41 | 28:49 | 29:04 | 43:10 | 11:23 | 08:25 |
 | Dark Willow | 10 | 43.48% | 86.0 | 60.00% | +21.54% | -26.67% | -10.00% | 2.15% | 29:41 | 20:08 | 24:52 | 27:22 | 32:37 | 46:27 | 07:45 | 05:44 |
 | Lina | 6 | 85.71% | 83.7 | 50.00% | -50.00% | 0.00% | -50.00% | -20.69% | 12:01 | 09:35 | 10:46 | 12:30 | 13:11 | 13:31 | 02:25 | 01:47 |
 | Lich | 20 | 21.28% | 81.4 | 60.00% | +5.95% | 0.00% | -20.00% | -2.03% | 26:45 | 15:21 | 20:47 | 26:36 | 30:39 | 41:47 | 09:52 | 07:18 |
 | Hoodwink | 10 | 35.71% | 79.1 | 60.00% | +4.44% | +6.67% | -10.00% | -1.45% | 22:34 | 11:52 | 15:50 | 16:43 | 27:22 | 42:36 | 11:32 | 08:32 |
 | Ancient Apparition | 2 | 11.76% | 76.7 | 100.00% | +66.67% | 0.00% | 0.00% | 0.00% | 41:58 | 34:40 | 34:40 | 49:15 | 49:15 | 49:15 | 14:35 | 10:48 |
 | Shadow Demon | 26 | 83.87% | 74.4 | 46.15% | -13.85% | +53.85% | -29.48% | -10.57% | 23:47 | 11:13 | 18:50 | 21:52 | 26:43 | 50:10 | 07:53 | 05:50 |
 | Rubick | 64 | 87.67% | 72.1 | 43.75% | -0.69% | +12.50% | -6.25% | -4.23% | 19:14 | 09:04 | 15:50 | 17:46 | 20:16 | 45:51 | 04:26 | 03:17 |
 | Tusk | 4 | 16.00% | 69.8 | 75.00% | +32.14% | +25.00% | +25.00% | 0.00% | 40:11 | 27:48 | 27:48 | 37:07 | 39:29 | 56:20 | 11:41 | 08:39 |
 | Zeus | 5 | 29.41% | 67.4 | 60.00% | -6.67% | +40.00% | -60.00% | -16.35% | 18:32 | 13:28 | 13:28 | 17:39 | 19:35 | 24:47 | 06:07 | 04:31 |
 | Lion | 3 | 27.27% | 65.1 | 66.67% | +4.17% | +33.33% | 0.00% | 0.00% | 30:45 | 25:48 | 25:48 | 32:39 | 33:47 | 33:47 | 07:59 | 05:54 |
 | Disruptor | 13 | 17.57% | 62.8 | 53.85% | +6.31% | +12.82% | +12.82% | 0.00% | 23:17 | 15:59 | 18:10 | 20:07 | 24:21 | 44:32 | 06:11 | 04:34 |
 | Crystal Maiden | 2 | 3.45% | 60.5 | 100.00% | +48.21% | 0.00% | 0.00% | 0.00% | 19:26 | 16:06 | 16:06 | 22:45 | 22:45 | 22:45 | 06:39 | 04:55 |
 | Winter Wyvern | 3 | 10.71% | 58.1 | 66.67% | +10.67% | +33.33% | 0.00% | 0.00% | 24:22 | 18:23 | 18:23 | 21:03 | 33:41 | 33:41 | 15:18 | 11:20 |
 | Earthshaker | 1 | 8.33% | 55.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 30:08 | 00:00 | 00:00 |
 | Ogre Magi | 4 | 22.22% | 53.5 | 50.00% | +7.14% | -50.00% | -50.00% | 0.00% | 22:06 | 19:49 | 19:49 | 21:20 | 21:32 | 25:43 | 01:43 | 01:16 |
 | Omniknight | 1 | 6.67% | 51.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 14:54 | 00:00 | 00:00 |
 | Pugna | 13 | 92.86% | 48.8 | 23.08% | +23.08% | -23.08% | +10.25% | 6.58% | 21:04 | 09:50 | 16:29 | 20:31 | 21:33 | 33:19 | 05:04 | 03:45 |
 | Warlock | 5 | 29.41% | 46.5 | 40.00% | +15.00% | -40.00% | -40.00% | 0.00% | 33:49 | 16:02 | 16:02 | 32:43 | 38:29 | 51:36 | 22:27 | 16:37 |
 | Mars | 1 | 5.00% | 44.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Terrorblade | 1 | 4.35% | 41.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 35:20 | 00:00 | 00:00 |
 | Skywrath Mage | 4 | 12.50% | 39.5 | 50.00% | +7.14% | -50.00% | -50.00% | 0.00% | 30:57 | 24:35 | 24:35 | 25:49 | 30:36 | 42:48 | 06:01 | 04:27 |
 | Silencer | 1 | 3.23% | 37.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 50:56 | 00:00 | 00:00 |
 | Vengeful Spirit | 6 | 31.58% | 34.9 | 33.33% | -28.21% | -33.33% | +66.67% | 0.00% | 25:56 | 15:16 | 15:32 | 16:43 | 37:18 | 39:21 | 21:46 | 16:07 |
 | Phantom Lancer | 1 | 2.44% | 32.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 26:15 | 00:00 | 00:00 |
 | Bounty Hunter | 1 | 2.17% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 33:44 | 00:00 | 00:00 |
 | Nyx Assassin | 1 | 1.96% | 27.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 35:44 | 00:00 | 00:00 |
 | Underlord | 1 | 1.27% | 25.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 21:41 | 00:00 | 00:00 |
 | Batrider | 2 | 5.41% | 23.3 | 50.00% | +1.43% | -50.00% | 0.00% | 0.00% | 35:37 | 22:24 | 22:24 | 48:50 | 48:50 | 48:50 | 26:26 | 19:34 |
 | Snapfire | 2 | 3.45% | 20.9 | 0.00% | -39.29% | 0.00% | 0.00% | 0.00% | 30:10 | 24:35 | 24:35 | 35:44 | 35:44 | 35:44 | 11:09 | 08:15 |
 | Marci | 1 | 3.57% | 18.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 20:12 | 00:00 | 00:00 |
 | Witch Doctor | 1 | 5.26% | 16.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 31:07 | 00:00 | 00:00 |
 | Dragon Knight | 1 | 5.88% | 14.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 46:24 | 00:00 | 00:00 |
 | Beastmaster | 1 | 5.00% | 11.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 44:19 | 44:19 | 44:19 | 44:19 | 44:19 | 44:19 | 00:00 | 00:00 |
 | Abaddon | 1 | 3.57% | 9.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 32:25 | 00:00 | 00:00 |
 | Magnus | 1 | 1.25% | 7.0 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 22:09 | 00:00 | 00:00 |
 | Pudge | 3 | 16.67% | 4.7 | 0.00% | -60.00% | 0.00% | 0.00% | 0.00% | 19:44 | 17:19 | 17:19 | 17:21 | 24:32 | 24:32 | 07:13 | 05:20 |
 | Enigma | 1 | 100.00% | 2.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 26:10 | 00:00 | 00:00 |